基于区块链智能快递柜的设计方案,基于区块链智能快递柜的设计论文
第一个关键词:区块链技术
区块链技术是一种分布式数据存储技术,它是一个分布式数据库,其中的每个节点都可以访问数据,并且每个节点都可以添加新的数据。它的主要特点是不可篡改性,它采用加密技术,使之成为一个安全、可靠的数据存储系统。区块链技术的优势在于它可以构建一个安全、可靠的数据存储系统,它可以提高数据安全性,并且可以提高数据的可信度。第二个关键词:智能快递柜
智能快递柜是一种智能化的快递服务系统,它可以自动识别快递物品,并且可以自动存取快递物品。智能快递柜的优势在于,它可以提高快递服务的效率,可以提高快递服务的安全性,而且可以提高快递服务的可靠性。智能快递柜可以根据用户的需求,自动识别快递物品,并且可以自动存取快递物品,节省了人工操作的时间。第三个关键词:智能快递柜系统
智能快递柜系统是一种基于区块链技术的智能快递柜系统,它可以实现快递物品的自动识别、自动存取等功能。智能快递柜系统可以实现快递物品的安全存取,它可以保证快递物品的安全性,而且可以提高快递服务的可靠性。此外,智能快递柜系统还可以实现快递物品的自动发放,可以提高快递服务的效率,节省了人工操作的时间。请查看相关英文文档
① This week, a total of 18 industrial Internet companies have received a total of approximately 2.6 billion yuan in financing
This week, a total of 18 industrial Internet companies have received financing Financing, industries are concentrated in tourism, medical health, logistics, smart home, corporate services and other fields. Among them, the travel website Mafengwo received a new round of financing of US$250 million led by Tencent; United Medical announced the completion of a B+1 round of financing of US$20 million and supporting credit; Yidai Chu received a B+ round of financing of US$120 million for Internet technology iteration.
This week’s industrial Internet financing summary
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This week’s industrial Internet financing summary
1. Tencent leads the investment in Mafengwo New A round of US$250 million in financing
On May 23, Tencent led a new round of US$250 million in financing for the travel website Mafengwo. In addition, Mafengwo has also attracted investment from General Atlantic and Qiming Venture Partners. The new round of financing is led by Tencent, which indicates that Mafengwo has officially become an important part of Tencent’s layout of the tourism industry, and will also create a new competitive landscape in the online tourism market.
Chen Gang, co-founder and CEO of Mafengwo Travel Network, said that after this round of financing, Mafengwo will continue to strengthen the content barriers of "tourism consumption decision-making" and build a new one-stop shop driven by AI and data algorithms. The travel service platform has become the first choice brand for Chinese young people when traveling.
2. United Medical announced the completion of the B+1 round of US$20 million in financing and supporting credit
United Medical recently announced the completion of the B+1 round of $20 million led by VisionMax Health Fund US dollar financing and supporting credit.
The United Medical team said, "We are very pleased to have reached an agreement with VHF. The injection of business resources and funds by VHF, which has deep regional background resources including the Saudi Crown Prince, will bring a new round of growth momentum to LyncMed. It is very We look forward to win-win cooperation with VHF in terms of resources, product lines and funds in the Belt and Road region."
3. Yidaichu obtained 120 million B+ round of financing for Internet technology iteration
On May 21, Beijing Yidaichu Technology Co., Ltd. ("Yidachu" for short) announced the completion of 120 million yuan in Series B+ financing, with investors such as Rotating Stone Capital. So far, Yidaichu has completed a total of more than 320 million yuan in financing in the past year or so.
Liu Tao, founder and CEO of Yidaichu, said that this round of financing is mainly used for iterative upgrades of Internet technology and talent development. When building a team, the most important thing is to improve products and services, create the ultimate product + service, and empower the supply chain.
4. Yuntai Network completed Series B financing of over 100 million yuan and will continue to strengthen the InternetHospital layout
According to news on May 23, the Internet medical brand "Yuntai Network" announced the completion of Series B strategic financing of over 100 million yuan, led by China Electronics Health Industry Fund, with participation from LANXESS Investment. After this round of financing, Yuntai Network will continue to strengthen its Internet hospital layout, and at the same time focus on prescription circulation and other businesses to achieve large-scale operations and build an online and offline one-stop ecosystem with full medical and health coverage.
5. Committed to the research and development of car-grade smart chips, Xinchi Technology completed hundreds of millions of yuan in Pre-A round financing
Recently, Nanjing Xinchi Semiconductor Technology Co., Ltd. (hereinafter referred to as, Xinchi Technology) announced the completion of several hundred million yuan in Pre-A round of financing, with Matrix Partners China leading the investment, and Vertex Investment as the second largest investor participating in this round of financing.
Zhang Qiang, co-founder and chairman of Xinchi Technology, said that this round of financing will be mainly used for the mass production and iteration of automotive smart cockpit, ADAS and domain control processor chip products.
In 2018, Xinchi Technology received angel round financing from Walden International, Sequoia Capital China Fund, Legend Venture Capital, Hechuang Capital, etc.
6. Palm Auxiliary Materials, a B2B platform for decoration auxiliary materials, announced the completion of an A+ round of financing of 30 million yuan
On May 21, Pocket Auxiliary Materials, a B2B platform for decoration auxiliary materials, announced the completion of an A+ round of financing. 30 million in financing. This round of financing was led by Yuandu Venture Capital, with Source Code Capital also participating.
Palm Auxiliary Materials is a B2B online platform for decoration auxiliary materials: upstream, it links brand suppliers and uses channel advantages to obtain price advantages. At the same time, it integrates extremely scattered high-quality factories and revitalizes their excess production capacity through empowerment; Downstream, it provides high-quality foremen and decoration companies with cost-effective and guaranteed one-stop online purchasing services; in the intermediate link, it uses the Internet, AI and other technologies to empower product selection and purchasing, logistics warehousing, sales and other links to build intelligent , high-efficiency, standardized auxiliary materials industry chain service system. Through this model, handheld auxiliary materials are gradually replacing the traditional offline distribution model represented by "Building Materials City".
7. Qiancheng Capital led the investment of 30 million yuan in Pre-A round financing of "Hengkai Intelligence", a provider of intelligent manufacturing industry solutions
News on May 24, Intelligent Manufacturing Industry Solution provider "Hengkai Intelligence" announced that it has recently completed a Pre-A round of financing of 30 million yuan, led by Qiancheng Capital. This round of financing will be mainly used for product research and development and team expansion.
It is understood that Changsha Hengkai Intelligent Technology Co., Ltd. was established in March 2016 and focuses on the design, R&D, manufacturing and sales of high-end automation products such as automation equipment, intelligent robots, and cable winding robots, as well as Undertakes industrial automation and digital workshop design and transformation projects, and is an excellent domestic manufacturer and service provider of automation and intelligence. Among them, Hengkai Intelligent’s cable winding robot products areThe only domestically produced high-end equipment in this field that has achieved full automation.
8. Lightning Warehouse completed Pre-A round financing of 30 million yuan, invested by CIMC, Galaxy and others
According to news on May 21, recently, in the field of e-commerce warehouse distribution—— The automated intelligent cloud warehouse service provider "Lightning Warehouse" announced the completion of Pre-A round of financing of 30 million yuan. This round of investment was jointly invested by CIMC Industrial Capital, Galaxy Financial Holdings, and Dingxing Quantum. Liu Long, founder and CEO of Lightning Warehouse, told Yiou Logistics that this round of financing is mainly used for investment in technology research and development and the creation of standardized and refined operations for the Demo warehouse.
9. Addx.ai completed tens of millions of yuan in angel round financing, with Hua Chuang Capital participating in the investment
On May 21, 2019, AIoT (AI of Things) ) field start-up company Addx.ai announced that it has completed tens of millions of yuan in angel round financing. This round of financing was led by Linear Capital, with participation from angel investors such as Hua Chuang Capital, Zhiyou Jinmiao, and IMO, including two scientific advisory angel investors, Professor Wang Tianmiao, a robotics expert at Beihang University, and Shenjian Technology Founder, Professor Wang Yu of Tsinghua University. This round of financing will be mainly used for team building, product development, etc.
10. “Lianxing Technology” received tens of millions of yuan in Pre-A round financing
On May 20, the oilfield multi-phase flow measurement solution provider “Lianxing Technology” completed the Tens of millions of yuan in Pre-A round financing from Wu Yuefeng Capital. This financing will be used to improve and promote crude oil multiphase flow measurement technology. Previously, it also received angel round financing from Wenzheng Assets and Guanghua Venture Capital.
Founded in 2014, Lianxingxing Technology is an automated assembly equipment production and service provider. It is committed to providing solutions to the measurement of key parameters of oil and gas production in the upstream oil exploitation process. The multiphase flow online it developed Measurement technology can realize all-weather online detection and information analysis of oil wells, solving industry pain points in the construction of the Internet of Things for oil and gas production.
11. ABC Clinic Manager announced the completion of tens of millions of angel round financing, led by Zhen Fund
According to news on May 20, at present, ABC Clinic Manager has just completed angel round financing. The financing amount is tens of millions of yuan, led by Zhen Fund and followed by Matrix Partners China. Mo Sha, founder and CEO of ABC Clinic Manager, said that this round of funds will be mainly used to further polish the product and attract customers in the early stages.
At the same time, ABC Clinic Manager has also developed a medical AI service (CDSS) based on cloud big data to help grassroots doctors easily get assistance from expert brains, improve the quality of diagnosis and treatment, and reduce doctor-patient risks.
12. Build a building materials city in your pocket, start construction every day and complete nearly 10 million angel rounds of financing
Start construction every dayAs of May 2019, it has completed angel round financing of nearly 10 million yuan, with investors including state-owned supply chain companies and individual investors in the building materials field. Liu Jianyu, founder and CEO of Tiantian Kaogong, said that the main uses of angel round funds are software research and development, supply chain unified warehouse and distribution management, cloud hardware store operations and team building.
According to online data, the scale of the decoration materials industry currently reaches 3 trillion. At the same time, the annual output value of tooling has increased by 8% year-on-year, and home decoration has increased by 7.2%. However, my country's current urbanization rate is only about 50%. In developed countries, this The data is around 80%. For every 1% increase, the decoration output value can increase by 1 trillion.
13. Yizhi Home Technology received millions of yuan in angel round financing to develop smart lighting solutions for whole-house scenarios
On May 20, Yizhi Home Technology announced that it had received hundreds of millions of yuan in angel round financing. Ten thousand yuan in angel round financing, the investor is Yuanhe Origin. Officials stated that this round of financing will be used for product research and development, business expansion, team building, etc.
The founder of Yizhi Home Furnishing said that the company is currently mainly engaged in B-side business and has reached in-depth cooperation with many domestic customized home furnishing brands, home decoration companies and real estate companies. The company plans to launch a variety of scene lighting product combinations in the second half of the year, using lighting products used in different scenarios to build a complete set of whole-house lighting solutions through the Internet of Things + artificial intelligence technology
14. Create "one "One-stop" intelligent logistics experience "Bimi Intelligence" received a new round of financing
A service provider and operator of "one-stop" intelligent express delivery solutions. "Bimi Intelligence" recently received a new round of financing from Liling Zhongwei Innovation Venture Capital Partnership (Limited Partnership) and Sang Weifeng.
"Bimi Intelligence" combines "12-hour manual service + 24-hour intelligent self-service express cabinet" to provide one-stop express delivery and pickup services for teachers and students throughout the school. At present, the intelligent express service stations of "Baimi Intelligence" have been stationed in well-known universities in the country such as Zhejiang Normal University, Hangzhou University of Electronic Science and Technology, Zhengzhou University, Jilin University, Anhui Agricultural University, Kunming Medical University, Northeast Forestry University, etc., serving more than one million students. Become a link and bridge between schools, e-commerce, express delivery and students.
One-week enterprise service platform transaction financing
15. "Wangdiantong", which builds an "ERP+" integrated retail enterprise service ecosystem, received over 100 million yuan in financing
Retail Cloud service provider "Wangdiantong" has received an investment of over 100 million yuan from TPG Softbank's joint venture fund. This round of financing capital will be used for service upgrades, talent expansion and product research and development.
With technological innovation, product innovation, service innovation and market innovation, Wangdiantong has achieved more than 100% annual customer growth; its 100,000+ customers include COFCO, Johnson & Johnson, 3M, Budweiser, Zhou Hei Ya, MG Little Elephant, Water Code and other Fortune 500 companies, listed companies, well-known brands, TOP merchants...…The transaction volume in 2017 was nearly RMB 1 trillion.
16. Jishang Network 86Links successfully obtained tens of millions of rounds of financing, and may become a benchmark enterprise for the industrial Internet
On May 14, Jishang Network Technology (Shanghai) Co., Ltd. ( (hereinafter referred to as "86Links") announced the completion of tens of millions of yuan in Series A financing. After this financing, Jishang.com will focus on high-tech fields such as artificial intelligence, big data, and blockchain, further optimize the industrial Internet platform, and continue to increase investment in products and technologies.
Jishang.com 86Links was established in June 2016. As the earliest innovative enterprise involved in the industrial Internet in China, Jishang.com 86Links can be regarded as the Airbnb of a global industrial park. It mainly uses artificial intelligence, big data, AR/VR, online video, real-time voice translation, demand push, Internet technologies such as map search (realizing the application of blockchain in 20 years) serve the real economy.
17. Profit completed tens of millions of yuan in Series A financing, focusing on the digital transformation of industrial software and manufacturing
News on May 20, providing solutions for the digital transformation of industrial software and manufacturing Shenzhen Pfit Information Technology Co., Ltd. (hereinafter referred to as "Pfit") announced the completion of tens of millions of yuan in Series A financing. This round of financing was led by Sany Group and followed by Rice Venture Capital. Chairman Puffet told Yiou New Manufacturing that this round of financing is mainly used for market expansion and product R&D iterations. Yunyue Capital serves as the exclusive financial advisor for this round of financing. Wang Yi, chairman of Puffett, told Yiou New Manufacturing that under the general trend of manufacturing upgrading, Puffett has accumulated 200 years of experience in the field of industrial software implementation based on its deep understanding of traditional manufacturing and years of experience. We have many leading manufacturing customers and have strong customer stickiness.
18. "Xiaoxin Technology", which focuses on big data development and utilization, received the first round of financing from Meihua Venture Capital
"Xiaoxin Technology", a big data overall solution provider, recently received the first round of financing Financing, the investor is Meihua Venture Capital.
Public information shows that "Xiaoxin Technology" is an overall big data solution provider, focusing on the development and utilization of government big data and industry big data, covering data processing and integration, application modeling and value realization. Full life cycle big data asset operation services including (data open sharing, transaction realization and data services).
② Depth: Top Ten Highlights of "Global Logistics and Supply Chain Development Trends" in 2020
Startus Insights innovation analysts conducted a detailed analysis of 901 solutions and proposed the top ten logistics and supply chain industry trends and innovations in 2020 and beyond.
Source/Material Handling Business Review
Author/Startus Insights
Logistics industry trends depend on Significant changes resulting from the implementation of technology-driven innovations in business processes. Next-generation logistics management solutions are moving towards making global supply chains more customer-centric and sustainable. Automation of logistics processes greatly improves the productivity and efficiency of work processes. Increased transparency and traceability in supply chains are critical to maintaining flexible and dynamic relationships between various stakeholders.
The graphic below illustrates the top ten logistics industry trends that will impact companies in 2020 and beyond. From setting up automated warehouses to tracking express delivery and parcels, the Internet of Things (IoT) plays an important role in the industry.
Artificial intelligence (AI)-enabled platforms and solutions are constantly learning some of the tedious logistics processes to begin to automate traditionally manual tasks. Relaxing regulations on drones and their use could not only boost last-mile delivery but also boost robotic adoption across the industry.
Innovation Map: Emerging Logistics Solutions
The logistics industry is accelerating the adoption of technology in innovative ways to solve existing and novel challenges and propose new use cases.
Logistics and supply chain departments face growing challenges as customer expectations continue to rise and as interest shifts towards product variety and personalized service pressure. The rapid growth of emerging technologies such as the Internet of Things, advanced mobile robots, and AI- and blockchain-enabled solutions has led to companies facing dilemmas when choosing the most appropriate technology to invest in. As technology continues to evolve, it is important for emerging companies to be proactive and identify potentially disruptive changes as early as possible.
01
Internet of Things
The Internet of Things is the connection of physical devices that monitor and transmit data over the Internet without human intervention. IoT in logistics can increase visibility into all aspects of the supply chain and make inventory management more efficient. Integrating IoT technology into the logistics and supply chain industry can improve efficiency, transparency, real-time visibility of goods, status monitoring and fleet management.
Fleetroot – Fleet Management
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United Arab Emirates-based startup Fleetroot provides companies with an IoT platform to control and manage their fleets. Fleetroot provides fuel management solutions to fleet managers by providing fuel consumption and waste reports. The platform helps monitor vehicle performance and sends critical alerts to the system using sensors and devices embedded in the vehicle. The data is then analyzed together with historical data to predict and plan fleet maintenance. Fleetroot also provides route optimization and delivery solutions for freight transportation.
Ambrosus – Real-time supply chain visibility
Belizean startup Ambrosus for food and the pharmaceutical supply chain industry to build an end-to-end IoT network based on blockchain. The network provides tools for analyzing data transmitted between sensors, distributed ledgers and databases to optimize supply chains. The platform enables accurate tracking of goods throughout the supply chain, ensuring product quality and authenticity by leveraging blockchain technology.
02
Artificial Intelligence
AI algorithms combined with machine learning can help companies proactively respond to demand fluctuations. For example, AI-based forecasting solutions allow managers to plan supply chain processes and find ways to reduce operating costs. Self-driving AI and smart road technologies are moving in a positive direction towards the automation of delivery services. In addition, AI-based cognitive automation technology brings intelligence to automate management tasks and accelerate information-intensive operations.
Insite – Demand Forecasting
New Zealand-based startup Insite provides a AI-based software solutions for price forecasting, demand forecasting, and process and process optimization, primarily catering to the needs of the consumer packaged goods (CPG) and retail industries. The software provides modules for risk assessment and demand forecasting to automate process decisions and control operating conditions. Machine learning augmented platforms provide tools to collect and integrate process data in real time. As a result, managers are empowered to provide actionable insights into product replenishment.
Adiona – Process Optimization
Australian startup Adiona develops AI-based optimization Software as a Service (OSaaS), allowing companies to improve their logistics processes and reduce costs. Adiona's FlexpOps API optimizes static and dynamic delivery routes by solving vehicle routing and related challenges.
In addition, the software can support fleet decisions over time by using machine learning technology to predict conditions such as demand, weather and traffic conditions. The solution also optimizes labor requirements and automates redeployment.
03
Robotics
Integrating robotics into logistics can increase the speed and accuracy of supply chain processes and reduce human errors. Robots can increase uptime and increase productivity compared to humans. However, robots do not take on humans' jobs but work alongside them to increase efficiency. Physical robots such as collaborative robots ("co-bots") and autonomous mobile robots (AMRs) are used to pick and transport goods in warehouses and storage facilities. Additionally, software robots perform repetitive, mechanized tasks, saving workers time.
Canonical Robots – Collaborative Robots
Collaborative robots work with humans to provide assistance and Improve logistics operation efficiency. These robots can pick, place and pack goods in a fraction of the time while eliminating potential human error. Spanish startup Canonical Robots creates a variety of collaborative robots to facilitate supply chain processes. These collaborative robots feature 6-axis joints that facilitate a variety of flexibility and movements that mimic the human arm. In addition, these robots can help workers with pick and place, palletizing and packaging operations.
Actimai – Robotic Process Automation (RPA)
RPA provides low-level repeatability Automation of tasks eliminates human error and reduces overhead. For example, operations performed by RPA software include invoice processing, automatically storing information in an audit trail, and automating the entry of purchase orders. Philippino startup Actimai designs, deploys, manages and optimizes RPA solutions by leveraging AI and big data. The startup's Actimai platform optimizes software robotic processes to provide insights and analytics to improve processes.
04
Last mile delivery
The final step in the supply chain from the warehouse or distribution center to the customer is often inefficient and accounts for the largest portion of the total freight transportation. major part of the cost. Last mile delivery is the most important part of logistics as it is directly related to customer satisfaction. However, last-mile delivery faces various issues, including delays due to traffic congestion, customer nuances, government regulations, and delivery density.
Manna – Drone
Drone delivery solves the last mile traffic congestion problem. Drones have the ability to reach remote areas, reducing delivery times and costs. Irish startup Manna offers drone delivery services to restaurant chains with its fleet of aviation-grade delivery drones. Manna's drone can fly at an altitude of 80 meters and at a speed of 80km/h.
Pakpobo – Smart Lockers
Smart lockers give customers flexibility Receive packages efficiently and reduce the last-mile challenge of returns due to customer absence. Italian startup Pakpobox offers smart lockers suitable for both indoor and outdoor conditions. Pakpobox comes with multiple smart locker configurations that can be customized for every situation. These smart lockers also provide package security by protecting them from harsh weather conditions. Additionally, Pakpobox offers temperature-controlled smart lockers for storing perishable goods.
05
Warehouse automation
Warehouse automation increases efficiency, speed and productivity by reducing manual intervention. Picking technologies such as automated guided vehicles (AGVs), robotic picking, automated storage and retrieval (ASRS), and put-to-wall picking reduce error rates and increase warehouse productivity. Warehouses need to incorporate efficient automation technology to control their operational logistics costs.
Addverb Technologies – Automated Guided Vehicles
AGV integration in warehouses helps For automation of cargo handling. AGV replaces labor to meet the challenge of large-scale processing of large quantities of goods. Indian startup Addverb Technologies works on Dynamo, an AGV used in shipping warehousesvarious goods in. Addverb offers custom Dynamo AGVs with different navigation systems, including laser, inertial, wire and magnetic stripe. Moreover, Dynamo requires minimal or no human intervention when performing picking operations in the warehouse.
Exotec – Automated Storage and Retrieval System
ASRS assists in the management of automated warehouses Product and material storage and improved floor space utilization without the need for manual operations, reducing overall operating costs and improving safety. French startup Exotec built the autonomous robot Skypod to optimize e-commerce warehouses. The Skypod system optimizes storage space by adopting a vertical storage approach, increasing height in the warehouse by up to 10 meters.
06
Blockchain
Blockchain provides security through an irrefutable decentralized ledger system and solves pressing traceability and related challenges. This brings transaction transparency to the entire logistics process. In addition, smart contracts based on blockchain technology can speed up approvals and approvals by reducing the processing time of checkpoints.
Steamchain – Smart Contracts
US-based startup Steamchain offers a A blockchain platform that streamlines the payment process using its World Trade Logistics (WTL) smart contract system. WTL smart contracts enable B2B payments and prevent fraud by providing an immutable record of all transactions. In addition to eliminating currency conversion costs, WTL smart contracts help minimize currency fluctuation costs.
ShipChain – Shipment Tracking
US-based startup ShipChain has built a Logistics platform that leverages blockchain technology to support end-to-end shipping processes. The platform allows all stakeholders to track shipment location at every step in its circulation. The platform also uses an encrypted public ledger to update information about estimated delivery times. Once the delivery is complete, photocopies of the documents are uploaded into the platform, increasing visibility and transparency of goods in transit.
07
Big Data and Data Analysis
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Data analytics provide actionable insights for improving warehouse productivity, performance management and optimal utilization of logistics resources. Data gained from monitoring location and weather, as well as fleet schedules, helps optimize route and delivery planning. Market data analysis supports further optimization of supplier prices, inventory levels and the generation of risk management reports. Additionally, advanced analytics provide insights that help identify anomalies and provide predictive maintenance solutions.
Nautilus – Performance Management
The American Nautilus Labs company provides AI solutions to Helping shipping companies reduce fuel consumption and improve operational efficiency. Nautilus' software analyzes historical sailing data and predicts optimal speed and fuel consumption. The cloud-based platform also generates vessel performance data, which can later help optimize fuel costs.
FACTIC – Prescriptive Analytics
US-based startup FACTIC offers a SaaS Platform that provides predictive analytics solutions to the food and beverage industry. FACTIC utilizes data mining and AI technologies to analyze data from internal and external sources to predict future sales. The platform predicts demand deviations and makes data-driven decisions to automate procurement. The platform also provides tools to optimize inventory by employing automated replenishment.
08
Cloud Computing
Cloud-based SaaS solutions for logistics companies allow for pay-as-you-go models that require minimal capital investment. This minimizes the risk and cost of maintaining IT infrastructure. Cloud-based logistics solutions also resolve communication barriers and allow companies to collaborate and share data in a secure manner. Additionally, cloud integration allows the collection of data from management systems to analyze the entire logistics process. Finally, logistics integrated with the cloud provides universal accessibility and is not limited to any physical space.
Linker – Cloud Platform
Polish startup Linker on B2B cloud implementation platform Work, the platform provides logistics services to e-commerce companies and third-party logistics (3PL) players. The platform provides tools to enhance product labeling and delivery services while digitizing shipping. The linker provides tools for implementation in warehouses and delivery facilities. This platform explainsThe solution also adopts a pay-as-you-go model.
Alpega – Cloud TMS
Belgian startup Alpega creates cloud-based SaaS Inet transportation management system to meet end-to-end transportation needs. This software solution enables real-time communication between manufacturers and an extensive network of logistics providers.
The Inet Electronic TMS automates logistics processes and integrates transportation needs into a single system. The software solution also provides tracking of shipments through a mobile app. The cloud platform allows Alpega to release upgraded software to customers on a quarterly basis, whereas local software after an annual update cycle does not have this convenience.
09
Self-driving cars
By eliminating human error while driving, self-driving cars can improve vehicle safety and safely deliver goods. They are designed to work around the clock and therefore increase the efficiency of first and last mile delivery. In addition, driverless cars improve fuel efficiency, reduce traffic congestion by using loading and unloading planning technology for long-distance routes, and optimize driving routes by leveraging AI-enhanced technology.
Spring – Autonomous Driving Fleet
German startup Spring provides SpringX1, which is a self-driving, multi-purpose fleet used to transport cargo through a predictable and intelligent system. Spring's self-driving cars feature modular trailers that can be used in a variety of applications. The modules can be customized according to their applications such as mobile lockers, food and goods delivery.
Mars Auto – Self-driving car software
South Korean startup Mars Auto developed Self-driving car software to provide driverless transportation. AI-based software provides tools for mapping the environment, controlling and guiding the vehicle to the correct cargo bay. The software helps trucking companies deliver cargo in an efficient, reliable and safe manner without the need for human intervention.
10
Flexible logistics
Flexible logistics enables companies to handle supply chain operations more efficiently during periods of demand fluctuations. It helps scale up or down supply chain operations as needed, based on market demand. Resilient logistics thus solves the challenges faced by supply chain companies, including under-utilization of vessels, warehousing constraints and excess inventory.
Shorages – On-demand warehousing
Shorages, a startup based in the United Arab Emirates is a B2B on-demand warehousing marketplace serving small and medium-sized enterprises (SMEs). Shores helps companies source short-term warehousing needs from an extensive network. On the one hand, the platform allows owners to rent out unused space in warehouses to meet short-term needs. On the other hand, they offer customers pay-as-you-go and on-demand storage and delivery services.
GlassWing – On-demand delivery van
Indian startup GlassWing offers various A commercial vehicle for on-demand freight. The GlassWing platform forms a logistics service network that connects cargo owners with transportation. The startup also offers solutions like real-time tracking, route optimization, customized reports on freight safety, real-time alerts, etc. and helps reduce freight costs by leveraging AI-enabled technology.
What does this mean for logistics companies?
This study of 10 trends in the logistics industry provides an overview of areas of innovation, and this is the surface of what we found in our analysis. Logistics as a service, cloud logistics, digital identifiers and additive manufacturing are all areas that are bound to have a major impact on logistics companies in one way or another. Identifying new opportunities and emerging technologies early on that can be implemented in your business goes a long way to gaining a competitive advantage and becoming an industry leader.
Source/Material Handling Business Review
Author/Startus Insights
③ #DRC——Blockchain Industry Leader# Understand DRC in one article
Yesterday, the lottery results of DRC’s 3,000,000 DRCT on Bihu Haoshan came out. Did you win? If you haven’t checked it yet, go take a look inside Bihu’s candy box.
Considering that some friends don’t know much about the DRC project, this article tries to introduce this project to them in easy-to-understand language.
Nowadays, the blockchain industry is booming and changing with each passing day, but it is undeniable that it is a mixed bag.It is difficult to distinguish between true and false. It is difficult for investors to judge whether a project is good or bad; start-up technology companies and project parties have nowhere to seek blockchain professional services; and technology geeks and experts and scholars have nowhere to display their various skills; these problems have become obstacles to the development of blockchain technology. bottleneck for the healthy development of the chain industry.
Taking this as an entry point, DRC aims to create a "Wall Street in the digital world", create a self-disciplined, autonomous, transparent and open blockchain ecosystem, and promote the stability and orderliness of the blockchain industry. and healthy development.
Refer to DRC’s white paper:
Simply put, DRC is to be a third-party rating agency to conduct due diligence and project ratings on blockchain projects.
Due diligence is referred to as due diligence, refer to the definition of the Internet:
Generally, when acquiring assets, companies will conduct due diligence to evaluate opportunities and risks. This has many similarities with investors investing in blockchain projects.
In the past six months, many rating agencies have emerged in the blockchain field, but most of them are still centralized rating systems. However, DRC uses a distributed autonomy or decentralized approach for rating. The biggest advantage of doing this is that the rating results are relatively objective and fair, and no one can influence the rating results.
This rating method embodies the concept of everyone in the DRC community collaborating on crowd intelligence, crowd sourcing, crowd review, and crowd sharing, and can be carried out continuously. As long as a sponsor initiates due diligence, regardless of whether the sponsor is a community, a project party, or an investment institution, due diligence can be initiated.
Some friends may have doubts: Shouldn't this kind of professional due diligence be done by professionals or experts? Using this decentralized approach, although the results are objective and fair, how credible is the conclusion given?
After thinking about it, I think this question can be answered from two aspects.
First, the blockchain field is a particularly emerging field, or it is still a very niche market. There may not be real experts here. Even if there are some industry experts with very high standards, it is estimated that they will not participate in the rating of this kind of project due to time or income constraints. Therefore, even in centralized rating agencies, the people involved in rating may not be experts, but they have entered the currency circle earlier and their knowledge will be higher than that of ordinary people.
Second, to complete a professional due diligence investigation, the most important thing is to have a professional system and method. The role of people in it is slowly weakening.
How to understand this sentence, let me give you an example. Take the express delivery industry as an example. The reason why SF Express has become the industry leader is because it has a complete set of systems. Still available at other courier companiesWhen manually sorting express delivery, SF Express has implemented QR code entry and sorting. The last time I sent an SF express, I was surprised to find that I didn’t even need to fill in the paper express delivery form. I directly entered it electronically with my mobile phone. This can undoubtedly greatly improve the efficiency of receiving express delivery, and the entered information can be reused multiple times. Therefore, the same courier, using SF Express's system, can send and receive express delivery faster than other express companies. The role of the system here is greater than the role of specific people.
Going back to the matter of due diligence, DRC has given a complete set of methods for risk rating of blockchain projects, which divides a complex and highly professional project due diligence work into team assessment, Dimensions such as project evaluation, technology evaluation, program evaluation and economic model evaluation are decomposed into various sub-tasks, and community volunteers claim one or several of them.
The rating model of the DRC platform will automatically aggregate and calculate project evaluation scores, and obtain the project's initial rating through scoring rule mapping. Mechanisms such as expert review, dispute arbitration, and mass voting have been introduced to comprehensively reflect the opinions of all parties in the final rating results.
We can take a look at the specific rating framework. The DRC project rating framework covers 5 assessment categories, 22 assessment subcategories, and refines 109 assessment indicators, as shown in the following table:
After nearly half a year of actual operation, DRC has adopted this rating system. It has rated many projects such as EOS, IOTA, SEER, LikeCoin and achieved good results.
I personally think that the value of DRC lies not only in the rating results of specific projects. Its greatest value lies in sorting out a rating system suitable for blockchain projects, and through distributed due diligence. Implemented in a practical way.
With such good services, who will need DRC services?
Technological innovation projects: For cutting-edge innovation fields such as blockchain, artificial intelligence, and the Internet of Things, they need an intelligent risk control manager, and DRC can help them during their financing, survival, and development periods. , providing services such as rating, information disclosure, risk control, and auditing that enterprises need.
Investment institutions and investors: Experts are expensive and hard to find, why not DRC? There are many experts, geeks, and investment analysts here, who are distributed in different fields, industries and professions to provide services, which are professional and practical; Preangel Fund has publicly stated that it is willing to use DRC as the entry screening threshold, and the rating must reach a certain level. Enter the review scope.
Digital asset exchange: DRC’s project rating results can of course also be used as a basis for exchanges to select high-quality projects, and can even provide differentiated pricing based on different projects. This is a future development trend.
The majority of people who are interested in technological innovation: By participating in DRC community activities and learning about cutting-edge research reports and project evaluation reports, they can continue to learn and make progress, and develop a "fierce eye" for identification. Authenticity.
At present, the distributed due diligence model in the DRC ecosystem is relatively mature, including exchanges such as HuobiPRO, BCEX, Allcoin, and LBank, investment institutions such as PreAngel, and incubators such as Singapore's Npower/Longhash all adopt DRC The distributed due diligence results provide a basis for selecting projects. DRC currently has more than 7,000 people in the Chinese and English communities, and has co-building communities in more than 10 countries around the world. DRC's token DRCT has been listed on FCoin and BCEX exchanges and is sought after by many investors.
Through the above analysis, DRC distributed regulatory technology collaboration platform: uses blockchain technology to give full play to the community concept and make high-end, high-quality professional services universally beneficial. It also provides an incentive mechanism to encourage professionals to break the constraints of their respective camps and companies, display their talents on a more open and collaborative platform, and gain rewards. The gain here is not only the gain of tokens, but also the gain of knowledge, connections and reputation. At the same time, for investment institutions and investors, obtaining efficient and professional services at a lower cost is a win-win result for all parties.
Therefore, judging from the comprehensive service content, service delivery methods and reward models, there is currently no product on the market that is completely similar to DRC. Let us wait and see the subsequent development of DRC.
④ What are the fields of blockchain application?
1. Medical treatment
In the medical field, there is no difference between hospitals and hospitals. Sharing data between hospitals means more accurate diagnosis, more effective treatment, and can also promote the overall service capabilities of the medical system. However, the sharing of data also means that the privacy of doctors and patients is exposed. Blockchain technology allows hospitals, patients and all parties in the medical benefit chain to share data in the blockchain network without worrying about the security and integrity of the data. sex.
2. Logistics
At present, the most criticized problems in logistics are missing parts and damaged express items, and blockchain technology can record the process of goods from delivery to acceptance. In all links, through network consensus, problems in the intermediate links of express delivery can be directly located to ensure the traceability of information, thereby avoiding problems such as express delivery warehouse explosion, package loss, and wrong delivery.
3. Big data
Big data is an indispensable part of the development of modern enterprises, and the security and non-tamperability of blockchain can enable more Data is securely liberated. Trusted blockchain data based on the consensus of the entire network as the basis of Wei V-BQ Er Wu Ba Scar Y, is tamper-proof, safe, and also ensures the quality of the data.It has gained unprecedented strong trust endorsement, and also brought the development of database into a new era.
4. Distributed business platform
Combined with the decentralization and distributed ledger advantages of blockchain technology, there are many issues worthy of attention in this technology and business platform field. At the fusion point, if we can use blockchain technology as the core supporting technology, research and develop trading models and trading systems based on blockchain technology in the field of commodity trading, and conduct direct transactions, in this way, producers can gain greater benefits. Consumers also get lower product costs, the best of both worlds.
(4) Extended reading on the design of smart express cabinets based on blockchainGenerally speaking, the blockchain system consists of data layer, network layer, consensus layer, incentive layer, contract layer and application layer.
Among them, the data layer encapsulates the underlying data blocks and related data encryption and timestamps and other basic data and basic algorithms;
The network layer includes distributed networking mechanisms, data Propagation mechanism and data verification mechanism, etc.; the consensus layer mainly encapsulates various consensus algorithms of network nodes;
The incentive layer integrates economic factors into the blockchain technology system, mainly including the issuance mechanism of economic incentives and Allocation mechanism, etc.;
The contract layer mainly encapsulates various scripts, algorithms and smart contracts, which is the basis of the programmable features of the blockchain;
The application layer encapsulates the Various application scenarios and cases.
In this model, the chain block structure based on timestamps, the consensus mechanism of distributed nodes, economic incentives based on consensus computing power and flexible programmable smart contracts are the most representative of blockchain technology. sexual innovation.
⑤Chaoxian Kitchen News
Amidst the epidemic, fresh food e-commerce is becoming more and more popular. Will cold chain express cabinets become popular?
Liu Haodong
04-09
The outbreak of the epidemic and the stay-at-home model have helped the fresh food e-commerce business soar. People have developed the habit of online shopping, and home delivery services have become a very important part of life. However, the most critical aspect of the home delivery model of the fresh food e-commerce platform is that there must be “someone at home”. If there is no one at home, the delivery personnel can only temporarily store the goods at the doorman or other places. However, some fresh products need to be refrigerated and some need to be frozen. Winter is fine in some areas, but now that the weather is getting warmer, the pain point of having fresh food delivered to your home is gradually emerging. This article is just an introduction to the topic, with a view to exploring it more in-depth. Welcome to leave a message and interact.
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Fresh food cold chain express cabinet
The emergence of fresh food cold chain express cabinet has solved the “last mile” problem in the fresh food distribution industry. This solves the problem of many people who want to buy fresh food but are afraid of spoilage, and ensures that people who buy fresh food online do not have to bear the risk of spoilage.
1. Haier COSMOPlat creates the world’s leading agricultural IoT ecological brand platform Haiyouhe
Haier COSMOPlat createsHaiyouhe builds the world's leading agricultural IoT ecological brand platform, and works with farmers, agricultural enterprises, agricultural machinery and agricultural supplies, packaging, warehousing, logistics, scientific research institutes and other stakeholders to create an agricultural ecology. Through the Internet of Things, big data, Blockchain technology can achieve a balance between supply and demand and truly ensure food safety. The industrial mass customization model centered on user experience is copied to the agricultural field, bringing zero distance between the fields and the user's dining table.
2. Shihang Fresh adopts the over-the-counter model
Shihang Fresh mainly serves the East China region and is the leader in the over-the-counter model for fresh food e-commerce. Shixing Fresh Food sells vegetables by setting up freezers in the community. The advantage is that it significantly reduces the difficulties of fresh food e-commerce such as high dependence on the cold chain, intensive time requirements, and high losses. Along the way, Shixing Fresh Food has discovered that only through the counter model can the efficiency of selling vegetables be maximized.
Compared with other fresh food e-commerce companies that focus on fast delivery within one or two hours, another feature of Shixing Fresh Food is the T+1 model, which means it does not deliver today. Instead, we will arrive tomorrow, and the focus will be on solving the problem of high losses and vegetables rotting if they cannot be sold.
Adopting the T+1 model, the food industry found that the loss in the traditional industry is more than 20% to 25%. For retail, this loss is unbearable. Even for enterprises like Yonghui Supermarket, The gross profit margin is only 13% to 15%, also because of the high loss rate.
Zhang Hongliang said that the fresh food store and T+1 model return to the essence of retailing. The first is to consider user experience, and the second is to solve efficiency problems.
“Now users can buy the same quality dishes at Sam’s Club at food stores at prices at the grocery store, and our gross profit margin is twice as high as that of Yonghui. This is how we can grow and survive. The core elements." The cost of fresh food at the food store is one-fifth of the cost of other home-delivered products. Why is it so low? Zhang Hongliang said that on the one hand, it does not need to be delivered to your home, and on the other hand, packaging costs have dropped significantly because the fresh food cabinets in the food store are cold chain models and can maintain quality at low temperatures.
3. Fengchao Fresh Food Smart Cabinet
On March 11, 2019, the Rural Agricultural Working Committee organized an in-depth exchange and discussion between the Municipal Commerce Bureau and Shenzhen Fengchao Technology Co., Ltd. How to promote the construction of the Internet + cold chain distribution system for fresh agricultural products in Guangzhou.
The Rural Agricultural Working Committee and the Municipal Commerce Bureau have implemented the "Chaoxianchu" platform to accurately place urban distribution warehouses and fresh food smart cabinet resources centered on large communities, and use the vegetable market as a platform to integrate B2B supply and The B2C distribution service lays the foundation for real-time terminal distribution with cold chain vehicle public transportation operation, and provides convenience for "last mile" distribution with the deployment of fresh food smart cabinets.
Vice President Xiang Minghui said that he would leverage the advantages of SF Express, Fengchao and other companies in fresh food e-commerce operations, cold chain logistics construction, and smart express box operations to effectively integrate Guangzhou’s market resources. Actively cooperate with the cityThe National People's Congress and the municipal government have done a good job in relevant work and participated in and promoted the construction of the Internet + cold chain distribution system for fresh agricultural products. It can be seen that the launch of Fengchao Fresh Food Smart Cabinet is just around the corner.
4. Gongsuda Shared Refrigerator
This is a "shared refrigerator" project jointly established by Xiongshi Garden and Gongsuda Logistics. Unlike express boxes filled with ice packs, these smart refrigerators with built-in refrigeration function can stably control the temperature of fresh and frozen products within a suitable temperature range. Among them, the temperature of the refrigerator is controlled at 2 to 8 degrees Celsius, and the freezer is maintained at subzero temperature. Such a setting is considered by the industry to effectively solve the storage problem when consumers are not at home when goods are delivered. "Shared refrigerators" can help solve the "last mile" delivery problem of fresh food e-commerce companies.
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Characteristics of fresh food e-commerce
Zhang Hongliang, founder of Shixing Fresh Food, talked about several characteristics of fresh food e-commerce:
1. A clear feature of fresh food is that it is non-standard. Fruit brands are relatively good, but vegetables, meat, eggs and poultry, including freshwater fish, are completely non-standard. For example, consumers in Beijing are not too cold about eating freshwater fish, but eating freshwater Fish is an urgently needed category for consumers along the Yangtze River.
2. Fresh food categories are highly dependent on the cold chain, and China’s cold chain supporting facilities, especially those in the same city, are relatively weak.
3. The loss rate of fresh food products is extremely high.
4. Consumers have very high time requirements, which is mainly reflected in the fact that most consumers need it within a concentrated period of time, and the distribution concentration is very high.
These are the characteristics of high cost for fresh food e-commerce, which is also the main reason why food stores choose the over-the-counter model for fresh food.
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Conclusion
Fresh food e-commerce is booming, and cold chain express cabinets will make a big difference. It is a key step in achieving efficient, quality and quantity distribution and a complete logistics system. As the last link in fresh food delivery, cold chain express delivery can directly enter consumer communities, bringing convenience to everyone, but it also has its drawbacks. It is mainly reflected in the two aspects of high cost and low turnover rate. I believe that in the face of opportunities, cold chain express cabinet service providers will adopt other methods to solve this problem. Let us wait and see!
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⑥ How should smart logistics develop
In 2018, consumption upgrades, quality upgrades, and technology upgrades will continue to deepen , the embedding of retail technology into the retail format will further accelerate, and core technologies such as the Internet of Things, cloud computing, big data, artificial intelligence, and blockchain will be widely used commercially. Under the wave called new retail or unbounded retail, The retail wave revolution led by Internet giants and e-commerce giants is taking place. However, smart logistics is behind commercial retail-driven logistics and runs through all aspects of the entire supply chain operation. How to ensure the implementation of consumption upgrade services, smart logistics toVery important!
First of all, smart logistics is based on the Internet of Things, cloud computing, and big data as technical support, logistics industry automation as infrastructure, intelligent business operations, information system-assisted decision-making, and related core supporting resources. , through each link of circulation, the information systems of each enterprise are interactively integrated to realize a logistics business form that can automatically sense and identify the entire logistics process, such as banquet traceability, real-time response, and intelligent decision-making.
Smart logistics is the only way to transform and upgrade the logistics industry. Driven by system policies, technologies, business models and other backgrounds, its development and evolution process mainly consists of the most extensive logistics - systematic logistics - electronic visualization. Logistics - smart logistics - smart logistics. At the national policy level, smart logistics is an important cornerstone of the Made in China 2025 strategy, and a series of management measures that are conducive to industry development have also been introduced, such as the "Opinions on the In-depth Implementation of the "Internet + Logistics" Action Plan", "Internet + Efficient Logistics Implementation" Opinions", "Notice on Determining Smart Logistics and Distribution Demonstration Units", "New Generation Artificial Intelligence Development Plan", etc., have fully supported and pointed out the direction for the development of smart logistics at the policy level.
With the advancement of technology at any time, Industry 4.0, China Smart Manufacturing, Internet +, etc. are injecting "intelligent" genes into the traditional production and logistics industries. New technologies drive the digitalization of logistics scenarios more directly, realizing the overall Each end of the supply chain interacts more closely with each other, making decision-making more autonomous and intelligent. In the past, commerce was mainly driven by the rapid development of e-commerce, which drove the acceleration of logistics reform, driven the intelligent development of the supply chain, reduced costs and increased efficiency, and improved the synergy and win-win of the entire chain. In the era of retail reform, offline and offline omni-channel integration , the rapid development of the supply chain has put forward higher requirements for the intelligent development of logistics. Under the sharing economy, crowdsourcing, crowdfunding, partner plans, and sharing have become the main ways of social division of labor and collaboration, and a large number of outstanding companies have emerged. , such as G7 and Yunniao in the transportation field, Didi and Mobike in the travel field, Meituan, Ele.me, Dada-JD Daojia in the food delivery field, huge changes are happening in various industries. Changes, thinking about the reconstruction of business models. As consumption upgrades, quality upgrades and consumer dividends in second- and third-tier cities gradually stabilize, in order to seek further development of the market, the demand for agricultural Internet is also constantly promoting the development of smart logistics. The proposal of the “One Belt, One Road” initiative in national war preparation has created opportunities for the global development of the intelligent logistics industry, and there is a broader imaginable space for the upgraded output of cross-border e-commerce and the logistics industry.
1. Collaborative sharing and empowerment: deep collaboration between external cross-enterprises, cross-organizations, and internal cross-groups , based on the global optimization intelligent algorithm, schedules the efficient division of labor and collaboration among all participants in the entire logistics system.
2. Industry interconnection and big data drive, all logistics elements realize digital interactive sharing, and data drives all insights, decisions, and actions;
3. Supply chain integration, accomplishShort-chain delivery throughout the entire process to reduce waste.
4. Automation, unmanned or less-manned
Just like the concept of short chain, wisdom and symbiosis proposed by JD Logistics earlier.
2. Based on the current retail development trend, the basic framework for the development of smart logisticsThe basic framework of smart logistics is divided into three parts: front desk, middle desk and back desk. The front desk is mainly the application layer: vehicle and cargo matching, etc. Intermodal transportation, warehousing and distribution resource sharing, car-free carriers, supply chain finance, route optimization, etc.
The middle office is mainly the decision-making layer: logistics cloud technology decisions, operating rules and standard logic, and logistics market decisions.
The backend is mainly the data perception layer: digitization of logistics elements of goods/vehicles/warehouses + digitization of geographical information + consumer portraits
Core points that need to be addressed in the development of smart logistics:< /p>
1. Sharing of data infrastructure reduces collaboration costs.
2. Transformation and upgrading of socialized warehousing and supply chain.
3. Cross-border multi-stage supply chain collaboration.
4. Logistics robot iteration.
3. Application framework for the development of smart logistics:Thinking from the three aspects of platform construction, data-based operation, and intelligent operation, the construction of the smart platform must first start with the big data network layout and clarify the network planning. Basic data such as simulation. In terms of industry insights, through data analysis, best practice case solutions are sorted out and applied systematically. In terms of in-depth supply chain collaboration, we start from the inventory planning and operation management of warehousing, in-warehouse and out-of-warehouse to achieve instant delivery, zero-difference delivery, and reduce inventory turnover rate and capital occupation costs.
Secondly, in terms of the realization of data-based operations, we must first think more about the implementation path of intelligent setting, modeling, simulation operations, and human-to-machine learning of intelligent operation rules, and divide them into intelligent warehousing, transportation, and distribution links to continuously optimize WMS, intelligent picking, on-site layout, path optimization, intelligent scheduling, optimal route recommendation, TMS, abnormal dynamic planning, intelligent sorting and other functions, so that it can output intelligently to reduce costs and increase The function of efficient production scheduling. At the intelligent operation level, the entire logistics chain including warehousing, storage, picking, review, packaging, outgoing warehouse, inventory, transfer, ferrying, sorting, delivery, package collection and other operational processes should have corresponding intelligent technology and hardware equipment. application.
4. Three major market demands for smart logistics:1. Logistics data service demands: Mainly used in typical scenarios such as data sharing, sales forecasting, network planning, inventory deployment, and industry insights. It is the basis for smart logistics.
2. Logistics cloud service needs: coordinate idle resources such as people, goods, yards, vehicles and other elements, software SaaS services (WMS/TMS/OMS, etc.) algorithm component services (path optimization, packing, Consumables recommendation, vehicle scheduling, etc.) It is the carrier of smart logistics operation.
3. Demand for logistics technical services: including automation equipment (such as automated three-dimensional warehouses, automatic sorting machines, conveyor belts, etc.), intelligent equipmentEquipment (picking robots, palletizing robots, AGVs, drones, unmanned vehicles, unmanned warehouses, etc.), intelligent terminals: express cabinets, crowdsourcing distribution. It is the way to implement smart logistics.
From the perspective of market segment demand: smart logistics can be divided into intelligent needs for warehousing logistics, intelligent construction of international freight forwarding logistics, and intelligent needs for transportation and distribution. They are important factors that form the entire smart logistics process. All components are indispensable
5. Predict the five major trends in smart logistics in the future:1. Cloud warehouse + branch-type express delivery: that is, cloud warehouse + multi-backbone node network;
2. Socialization of logistics resources: socialization of transportation capacity, socialization of warehousing, and specialization of division of labor.
3. Dynamic supply chain data: full-link digitization and real-time logistics data.
4. Supply chain integration: Online and offline omni-channel integration, supply and demand chain comprehensive integration.
5. Develop towards informatization + data + intelligence + green + globalization + service quality + industrial collaboration, such as the informatization and dataization of management systems such as WMS, TMS, OMS etc. Decision-making, the introduction of intelligent warehousing/distribution/transportation equipment (automatic three-dimensional warehousing, express cabinets, intelligent dispatching, car-free carriers, etc.); the development, use and promotion of new environmentally friendly materials such as green packaging consumables to reflect corporate social responsibility; direction The output and collaboration of international cross-border logistics capabilities; the innovation of minute service products such as Jisuda, Jingzunda, Jingzunda, and instant delivery in the market; under the background of policies, government and enterprise cooperation in diversified fields, manufacturing Sexual enterprises and logistics, retail enterprises and e-commerce offline and offline supply chain cooperation are becoming more and more frequent, promoting the more efficient and energy-saving operation of overall social resources.
With the increasing prominence of smart logistics, the layout of smart logistics by industry giants (described in no particular order):1. JD.com has established X and Y divisions
Warehouse field: unmanned warehouse + unmanned sorting center + intelligent sorting center + JDsmart system + pre-sorting system + Xuanwu system + intelligent sorting equipment + intelligent handling robot AGV + intelligent sorting system.
Distribution field: unmanned delivery car + drone + Qinglong logistics distribution system + Chitu TMS
Cloud field: JD Cloud
2. Alibaba Cainiao :Established E.T. Logistics Laboratory
Cainiao Network’s 7 big data products: Logistics early warning radar + electronic form + five-level address library + big data routing split + rookie eagle eye + rookie world + big data feedback Fraudulent system.
Distribution field: intelligent distribution robot Cainiao G+ drone, etc.
Cloud field: Cainiao Logistics Cloud
3. Suning: Opened S Laboratory< /p>
Warehouse field: Suning Super Cloud Warehouse + A-frame automatic picking system + automatic detachment system + automated storage equipment + one-step loading system, etc.;
Distribution field: shared express box
Cloud field: Suning Logistics Cloud
4. Amazon:
Warehouse field: intelligent cloud warehouse + intelligent robot Kiva technology + intelligent warehousing management technology + intelligent picking + QR code precise positioning technology + octopus picking technology.
Distribution field: drones + suspended warehouses in the air
5. SF Express: SF Data Lighthouse + Smart Cloud Warehouse + Fully Automatic Sorting Equipment + Internet of Vehicles + Drones + Nirvana Project (sixth generation Pakistani gun data transmission) + Fengmi waybill + machine image recognition + smart express cabinet Fengchao, etc.
In addition, express companies such as Tongda and Best have also increased their investment in smart logistics. Investment, such as Best launching smart supply chain; at the "Connection Upgrade" Global Smart Logistics Conference in May 2017, Jack Ma said: "The logistics companies of the future will be fashionable and high-tech companies"...
At present, leading e-commerce logistics companies, such as Amazon, SF Express, JD.com, and Cainiao, continue to increase investment in the technology field (see official financial records over the years), which can also verify the important strategic significance of technology for the future. Intelligent hardware and technologies involved in the node process of the logistics supply chain will usher in new growth points in the future; warehousing technology, intelligent hardware equipment in the warehouse, and new energy logistics vehicles/Internet of Vehicles are particularly eye-catching; from the perspective of technology implementation, robots are playing an important role in the logistics industry The main functions are warehousing robots and sorting robots. In the future, there will be broad prospects for logistics commercial application technologies under the retail revolution, such as drones and unmanned vehicles (JD.com and SF Express have successively obtained some trial operation qualifications and airspace and road sections), and The unmanned warehouse technology that has been receivable will have great potential; under the wave of retail business transformation, RFID at the commercial end, collection and delivery systems at the distribution end, intelligent sorting systems, intelligent conveying systems, unmanned warehouses, etc. will stimulate huge demand. For example, in recent years The supply chain processes of popular business models such as Hema, 7Fresh, Yonghui Supermarket, and Little Elephant have introduced relevant technologies and put them into operation. The future belongs to the continuous upgrading of technology, which changes all aspects of life...
⑦ Application of intelligent logistics in intelligent manufacturing
Intelligent logistics in the assembly line of discrete intelligent manufacturing Applications are increasingly playing a decisive role. With the rapid development of warehousing and logistics equipment manufacturing, more software and hardware technologies will be applied to intelligent manufacturing. This article analyzes the current development status and pain points of the manufacturing industry, and uses practical application cases to prove the importance of smart logistics in the implementation of smart manufacturing. Finally, it was concluded that the intelligent logistics system is not a simple combination of equipment, but the full application of equipment functions in a systematic way of thinking to achieve seamless and fast software and hardware interfaces. This is a complex process of global optimization.
1. Background
Intelligent logistics is a key link in the realization of intelligent manufacturing. For the discrete manufacturing industry, different companies vary greatly, the processes are complex, and the processes are discrete, making it difficult to form product solutions. Its digitization and informatization are very difficult and truly reflect the overall level of informatization in the manufacturing industry. PassThrough warehousing software input + hardware output, goods (raw materials, tools, products) and other materials are automatically stored and retrieved to ensure uninterrupted production line work. Timely and accurate production and distribution are carried out according to the production rhythm, so that all production units of the enterprise can communicate with each other. Supply relationships are formed between various warehouses and various warehouses. Through WMS, WCS, input and output interfaces and other software systems, goods and cargo flow can be controlled efficiently and accurately, clearly reflecting the upstream and downstream warehousing status, ensuring production operation plans and item storage. Take the accuracy. Figure 1 is the overall process design diagram of the automated logistics system.
2. The important status and current situation of manufacturing industry
Due to the characteristics of production enterprises (especially large-scale production enterprises), there is generally no way to set up conventional warehouses next to each workshop. , and the production of the production line is a real-time process that does not allow any pause. Therefore, the main function of intelligent logistics is to support the uninterrupted production of the production line, ensuring its rapid generation and higher storage space utilization. Its characteristics are: it occupies as little area as possible and needs to use as much space for storage as possible; the storage content is complex, including empty pallets, supporting tasks, semi-finished products, and finished products; information flow and logistics are synchronized; the efficiency of entering and exiting the warehouse should be high; the accuracy of supply and distribution high.
1. Pain points in the industry
Standard processes are difficult to formulate and master, and the situation in terms of equipment, personnel, and management is complex. On the premise that the personnel are not familiar with the equipment, they lack the ideas to solve problems on site. In actual production, the process cannot be implemented according to standards, and some products have multiple processing processes coexisting due to some key processes being limited by resources such as machines, or other special circumstances. The management of product structure and design changes is more difficult. Manual operations are faced with huge material lists, complex production conditions, etc., which often lead to delivery delays, inventory backlogs, processing errors, and sometimes market shortages and other problems. Due to the lack of scientific and standardized management of engineering changes, some materials are often stagnant and the company's inventory is backlogged. At this time, it is necessary to upgrade some personnel, equipment, management, etc., and improve issues such as limited funds to ensure that the process is fast and effective. The current situation diagram of manufacturing enterprises is shown in Figure 2.
2. Application Cases
(1) Project Overview
This project aims at re-creating the assembly process and assembly process of a specific product in a discrete manufacturing industry. Designed, laid out, and built a set of intelligent logistics production lines (product assembly production lines). In accordance with the needs of intelligent logistics and intelligent management, this system aims at digital production line execution control, changes the traditional assembly model, and achieves anyInformation tracking and control of the entire assembly production process including order release, warehousing, AGV shipping, and station assembly, etc., and building an efficient, intelligent, and relatively flexible intelligent manufacturing assembly line for batch assembly that meets the assembly characteristics of each station.
The lineside warehouse corresponding to this intelligent manufacturing assembly line includes equipment: pallet warehouse (box stacker three-dimensional warehouse), material warehouse (automated lifting warehouse), complete supporting warehouse, AGV, Conveyor lines, RFID, LED, etc.
The software included in the lineside library corresponding to this manufacturing and assembly line is: pallet library management software, material library management software, complete matching library management software, pallet library control and scheduling software, and material library control and scheduling software. , AGV control and scheduling software, interface with ERP, interface with MES, etc.
(2) Project operation process
In the actual production process, there are often many uncertain factors, such as rework and rework of products, scrapping of materials and semi-finished products, and failure of station machines. Failures, delays in obtaining materials, etc. make it difficult for managers to control the on-site situation in a timely manner.
Figure 3 is the project logistics layout, which mainly solves the characteristics of production enterprises (especially large-scale production enterprises), so that the production line becomes a real-time process, with no pauses, timely feeding, and scheduling. So wait in time. The operation process is: the upper system issues instructions through the interface, the AGV receives the instructions and goes to the three-dimensional pallet warehouse along the conveyor line (Figure 8),
Picks up the material from the three-dimensional container (Figure 9),
The staff can process the materials placed by the AGV at the manual assembly station (Figure 10).
Then the AGV delivers the materials to the inspection station. After the inspection is completed, the AGV delivers the goods to the workstation along the conveyor line. The goods trigger the automatic processing system of the workstation to perform production and processing of the goods. After processing is completed, the AGV delivers the finished product to the finished product storage area (Figure 11). Intelligent logistics is realized.
(3) Logistics and information flow
The relationship between logistics and information flow is inseparable. On the one hand, logistics activities generate a large amount of information such as raw material supply and finished product consumption. In order to improve the efficiency of logistics, it is required to keep the flow of information smooth and provide accurate feedback on logisticsInformation required for the operation of each link. On the other hand, the continuous progress of information technology creates conditions for the timely and large-scale transmission of information, which in turn promotes the expansion of the scope of logistics services and the continuous improvement of logistics organization and management methods, and promotes the improvement of logistics capabilities and efficiency.
Figure 4 is a logistics and information flow diagram, which is aimed at the assembly process and assembly process of specific products, the requirements for automatic materials and intelligent management. Through docking with the upper-level interface, it cooperates with the production line to implement control and realize the process. (built-in, supports VPPC import), tasks (manual entry, supports VPPC import) and materials (material library) import and export to change the traditional assembly model and build a set of batch assembly to meet the assembly characteristics of each station An efficient, intelligent, and relatively flexible digital assembly line.
(4) Network structure
The logistics information platform is the hub for the efficient operation of smart logistics. The main value of the information platform lies in the efficient collaboration of information and the smoothness and transparency of information in each link, which can enable supply chain enterprises to master logistics information efficiently and timely, and support the establishment of a standardized collaborative working mechanism between the industry and the market through shared information.
Figure 5 is a powerful operational structure diagram of the entire smart logistics, which uses big data, artificial intelligence and machine learning, autonomous vehicles, AGV automatic guided vehicles and trucks, Internet of Things sensors, robots, and self-organization Intelligence, smart shelves, smart containers, GPS, radio frequency identification (RFID), electronic data interchange (EDI), blockchain, etc., realize the automation, visualization, controllability, intelligence, and networking of logistics, thereby improving logistics efficiency. Reduce costs and promote supply chain development to a higher level.
(5) Business process
Figure 6 is a complete business process diagram. It mainly includes production tasks, production preparation, task control, production execution, and production statistics. First, import and create a new production task (the change log of the task can be queried at any time). Secondly, the procurement and warehousing of raw materials is carried out; the deployment of personnel; the preparation of workstations and tooling; the complete configuration of the material warehouse, etc. Again, query the executable conditions of the task; adjust and release the task; track the task execution progress; export task execution quality, progress and other data. Next, carry out the execution of intelligent scheduling of production stations. Finally, through data statistics, real-time viewing of dynamic data; production statistics, quality statistics; transaction (troubleshooting, maintenance, etc.) records are realized.
(6) Function module
Figure 7 is a functional module diagram of the digital production line execution control system designed for this project. It mainly includes seven functions: task management, production execution, production logistics, statistical analysis, basic data management, production scheduling, and production line data collection. It realizes the functions of temporary storage, picking and batching of materials required for assembly lines and sub-assembly lines, and is matched with AGV to realize automatic distribution of station materials to each station. And it is matched with AGV to realize automatic distribution of work station materials to each work station. The digital production line execution management and control system can realize trace management of materials, and can realize automatic recording, alarm, remote viewing, statistics of materials, and statistics of production tasks, quality, working hours, etc.
3. Upgrading from traditional manufacturing to smart manufacturing
The above projects truly solve the complex problems of traditional manufacturing in terms of equipment, personnel, management, etc. Under fully automated operation, labor costs are reduced, process time is shortened, process flow is shortened, personnel and process costs are reduced, the shortcomings of traditional manufacturing are truly changed, and the transformation from traditional manufacturing to intelligent manufacturing is realized. Upgrade, as shown in Figure 12.
3. Summary
The intelligent logistics system is not a simple combination of equipment, but the full application of equipment functions in a systematic way of thinking to achieve seamless and seamless software and hardware interfaces. Fast, this is a complex process of global optimization. Through the use of system integration methods, various materials can flow in the most reasonable, economical and effective manner, realizing informatization, automation, intelligence, speed and rationalization of logistics, and transitioning the storage form of goods from static storage to dynamic storage, making Goods are automatically accessed and retrieved as needed in the warehouse, turning the warehouse into an important link in enterprise production logistics; through short-term storage, purchased parts and self-produced parts are automatically output to the next process of production at a designated time, thereby forming An intelligent logistics operation process. Intelligent logistics is increasingly playing an important role in the assembly line application of discrete intelligent manufacturing. With the rapid development of warehousing and logistics equipment manufacturing, more software and hardware technologies will be applied to intelligent manufacturing.