Industry Trends

The logistics industry needs smart hardware and technologies such as IoT and big data to improve their analysis, decision-making, and execution capabilities, and drive intelligence and automation development.

High Efficiency

With the development of IoT, cloud computing, big data, and blockchain technologies, more individuals, facilities, and goods will be connected to the Internet, driving the logistics industry to achieve intelligentization.

Collaborative Ecosystem

With the advantage of being close to users, smart logistics will bring Internet to upstream and downstream industries, strengthen industry linkages and deepen convergences based on user requirements, and build a collaborative ecosystem.

Lower Costs

Chinese authorities have been deepening reforms to reduce logistics enterprises' operations costs and common enterprises' logistics costs. The ratio of China's total logistics expenses to GDP has been declining for five consecutive years since 2013. Logistics efficiency will be further improved and total costs will be further reduced for transportation, warehousing, management, packing, sorting, value-insured protection, and payment collection upon delivery.

    Business Challenges

    Business Challenges

    • Large Amounts of Waybills

      Parcel volumes are increasing explosively, but waybills cannot be handled in time, hindering the development of the logistics industry. To solve this problem, logistics enterprises require advanced IT technologies to automatically identify and fill in waybills.
      Parcel volumes are increasing explosively, but waybills cannot be handled in time, hindering the development of the logistics industry. To solve this problem, logistics enterprises require advanced IT technologies to automatically identify and fill in waybills.
    • High Damage Rate of Goods

      Goods are facing a high damage rate due to inappropriate packing, poor checking upon goods reception, improper loading and unloading, and low-level mechanization. To solve this problem, logistics enterprises need IT technologies to monitor and manage main logistics processes.
      Goods are facing a high damage rate due to inappropriate packing, poor checking upon goods reception, improper loading and unloading, and low-level mechanization. To solve this problem, logistics enterprises need IT technologies to monitor and manage main logistics processes.
    • Insufficient Data for Making Decisions

      Logistics enterprises cannot master operations conditions in time or make fast decisions. Furthermore, they do not have sufficient data for logistics tracking analysis, lifecycle tracking and analysis, route optimization, warehouse optimization, and operations analysis.
      Logistics enterprises cannot master operations conditions in time or make fast decisions. Furthermore, they do not have sufficient data for logistics tracking analysis, lifecycle tracking and analysis, path optimization, warehouse optimization, and operations analysis.
    • Inefficient Warehouse Management

      During warehouse management, goods reception, picking, packing, and delivery plans need to be made based on RFID and IoT technologies. Goods also need to be registered automatically during stocktaking, which can make warehouse management faster and more accurate while reducing losses.
      During warehouse management, goods reception, picking, packing, and delivery plans need to be made based on RFID and IoT technologies. Goods also need to be registered automatically during stocktaking, which can make warehouse management faster and more accurate while reducing losses.

    Typical Scenarios

    • Waybill OCR

    • Violent Sorting Identification

    • Order Picking Guidance

    • Intelligent Packing

    • Logistics Route Planning

    • RFID + IoT–Based Warehouse Mgmt

    Waybill OCR

    Waybill OCR

    With HUAWEI CLOUD EI and IaaS services, identity cards, e-waybills, online screenshots, and paper waybills can be automatically recognized. Upon recognition, information such as barcode, phone number, sender, and recipient is automatically recorded into the logistics system. A large number of waybills can thereby be handled in real time, making information searchable and improving transportation efficiency.

    Advantages

    Support for multi-type waybills

    Intelligently analyzes layouts and recognizes different types of waybills (with or without table borders).

    Automatic adjustment of poor-quality images

    Automatically adjusts indistinct, tilted, or distorted images.

    Extraction of characters covered by seals

    Intelligently extracts characters covered by seals.

    Elimination of influence caused by line intersections

    Eliminates line interference in cases where texts and table lines intersect.

    Identification of overlapping texts

    Identifies overlapping texts, for example, texts in certain printed invoices.

    Recognition of multi-language texts

    Automatically identifies multi-language characters and symbols, and optimizes them based on specific fields.

    Identifies 97% of characters and 98% of digits on English customs documents.

    Violent Sorting Identification

    Violent Sorting Identification

    With HUAWEI CLOUD EI, IaaS, and video collection and storage services, violent sorting behavior can be automatically identified, greatly reducing monitoring costs and effectively preventing workers from handling parcels carelessly.

    Advantages

    Easy deployment

    Complies with the GB28181 protocol and directly connects sub-streams to video ingestion component.

    Data shard storage

    Analyzes videos, extracts video clips about violent sorting, and stores them in OBS.

    Video replay

    Replays video clips about violent sorting through OBS clients.

    Reuse of HD cameras

    Reuses 1080P HD cameras, without having to purchase intelligent ones.

    Order Picking Guidance

    Order Picking Guidance

    With HUAWEI CLOUD EI and IaaS services, Huawei offers optimal routes for order picking and solutions for goods loading and unloading, realizing intelligent warehousing.

    Advantages

    Concurrent processing of multiple orders

    Processes multiple orders concurrently.

    Suitable route planning

    Picks goods by order.

    Efficient order picking

    Increases order picking efficiency.

    Intelligent Packing

    Intelligent Packing

    With HUAWEI CLOUD EI and IaaS services, Huawei supports goods packing optimization. Through mathematical planning and meta-heuristic algorithms, Huawei provides customers with efficient and cost-effective packing solutions, meeting different scenario and policy selection requirements.

    Advantages

    High loading rate

    Improves the loading rate and reduces packing costs.

    Route plan for goods packing

    Optimizes the route plan for goods packing based on mathematical planning and meta-heuristic algorithms.

    Logistics Route Planning

    Logistics Route Planning

    With HUAWEI CLOUD EI and IaaS services, Huawei supports transportation route optimization. Through mathematical planning and meta-heuristic algorithms, Huawei provides customers with efficient and cost-effective transportation routes, meeting different scenario and policy selection requirements.

    Advantages

    Intelligent route planning

    Automatically measures distances and matches vehicle models.

    Multi-algorithm integration

    Interconnects with other HUAWEI CLOUD algorithms and solutions to improve compatibility.

    Efficient verification

    Displays delivery progress and other information such as logistics sites, routes, and vehicles in a centralized manner, improving verification efficiency.

    RFID + IoT–Based Warehouse Mgmt

    RFID + IoT–Based Warehouse Mgmt

    With RFID and IoT technologies, Huawei changes the traditional self-transmitting and -receiving mode to the transmitting/receiving separated mode, which increases sensitivity by 20 dB and supports a management distance of nearly 100 m.

    Advantages

    High reliability

    Introduces 5G multi-antenna technology to greatly improve RFID communications reliability.

    Automatic stocktaking

    Uses a separated network architecture to solve technical obstacles of synchronization, increase the communications distances to over 100 m, and realize automatic stocktaking.

    High stocktaking rate

    Delivers a stocktaking rate higher than 99.99% through advanced multi-antenna receiver algorithms and multi-helper network coverage.

    Precise positioning

    Implements real-time, 3D, and meter-level positioning using fingerprint helper and power control technologies.

    Solution Architectures

    Description

    Huawei's one-stop logistics solution provides logistics IoT, data collection, and big data analysis, helping logistics enterprises turn challenges into opportunities.

    Highlights

    High concurrency
    High efficiency with low costs
    All-round security protection
    Open architecture and easy migration
    Standard APIs
    Big data analysis and intelligent EI service

    Solution Advantages

    • Big Data–Driven

      HUAWEI CLOUD provides basic services such as big data computing to analyze, store, and process massive quantities of data online in real time.

    • AI-Powered Full-Stack Solution

      HUAWEI CLOUD provides a full-stack solution that includes the AI development platform, AI chips, and functional APIs, meeting diverse AI algorithm requirements.

    • RFID + IoT Architecture

      HUAWEI CLOUD provides an RFID + IoT solution based on wireless devices, improving sensitivity by 20 dB and supporting a communication distance of over 100 m.

    • Fast Service Rollout

      HUAWEI CLOUD provides abundant applications to supplement capabilities, makes customers' service systems more intelligent, and implements fast service rollout.

    Recommended Configurations

    Small Providers
    Waybills
    < 10 million/year
    Common addresses
    < 1000
    OCR & path planning
    Product
    Configuration
    10 million e-waybills for a yearly package
    --
    --
    100,000 certificates for a yearly package
    --
    --
    200,000 images for a yearly package
    --
    --
    4U8G | 4 units
    --
    --
    10 TB/year
    --
    --
    2U4G | 2 units
    --
    --







    Medium Providers
    Waybills
    < 50 million/year
    Common addresses
    < 1000
    OCR & path planning
    Product
    Configuration
    50 million e-waybills for a yearly package
    --
    --
    500,000 certificates for a yearly package
    --
    --
    1 million images for a yearly package
    --
    --
    8U16G | 4 units
    --
    --
    100 TB/year
    --
    --
    4U8G | 2 units
    --
    --





    Large Providers
    Waybills
    > 50 million/year
    Common addresses
    > 1000
    OCR & path planning
    Product
    Configuration
    100 million e-waybills for a yearly package
    --
    --
    1 million certificates for a yearly package
    --
    --
    5 million images for a yearly package
    --
    --
    8U16G | 8 units
    --
    --
    100 TB/year
    --
    --





    Small Providers
    Waybills
    < 10 million/year
    Common addresses
    < 1000
    OCR & path planning
    Product
    Configuration
    10 million e-waybills for a yearly package
    --
    --
    100,000 certificates for a yearly package
    --
    --
    200,000 images for a yearly package
    --
    --
    4U8G | 4 units
    --
    --
    10 TB/year
    --
    --
    2U4G | 2 units
    --
    --







    Medium Providers
    Waybills
    < 50 million/year
    Common addresses
    < 1000
    OCR & path planning
    Product
    Configuration
    50 million e-waybills for a yearly package
    --
    --
    500,000 certificates for a yearly package
    --
    --
    1 million images for a yearly package
    --
    --
    8U16G | 4 units
    --
    --
    100 TB/year
    --
    --
    4U8G | 2 units
    --
    --





    Large Providers
    Waybills
    > 50 million/year
    Common addresses
    > 1000
    OCR & path planning
    Product
    Configuration
    100 million e-waybills for a yearly package
    --
    --
    1 million certificates for a yearly package
    --
    --
    5 million images for a yearly package
    --
    --
    8U16G | 8 units
    --
    --
    100 TB/year
    --
    --





    Success Stories

    Success Stories

    • Deppon uses OCR to quickly identify waybills. When picking up goods, couriers only need to take photos or screenshots. With OCR, waybill information is automatically identified and recorded into Deppon's system, reducing management costs by about 25%.