Supply Chain Optimization
Leishen Intelligence needed to reduce the cost and deployment friction of autonomous forklifts while making multi-vehicle coordination, perception, and warehouse management practical for real customers.
Reported impact
Leishen reduced autonomous-forklift development and deployment friction, improved multi-vehicle coordination, and created a more reusable logistics-automation solution for warehousing customers.
Leishen Intelligence worked with Huawei Cloud to industrialize 3D SLAM forklift and AGV solutions for warehouse logistics. On the edge and control side, Huawei Atlas acts as the core compute unit running Leishen's 3D SLAM lidar navigation, motion-control, pallet-recognition, and 3D protection algorithms so forklifts can steer, brake, load, and unload autonomously. A Huawei cloud scheduling layer then coordinates multiple vehicle types, assigning jobs and planning routes in real time across shared maps. ECS adds centralized data processing and remote management so the company can move beyond isolated edge devices and build reusable intelligent management systems around the vehicles. Additional integration through LDM and information platforms exposes standard APIs to WMS, WCS, FMS, and smart location-monitoring systems. The overall design links on-vehicle perception and control with cloud dispatch and enterprise software for multi-vehicle autonomous logistics.
Atlas-based vehicles capture lidar and task data on the forklift, where 3D SLAM and control algorithms generate local decisions. Task state and fleet data are then sent to the cloud scheduling system and ECS-backed services, which coordinate routes and expose results to warehouse-management platforms.
"Huawei Atlas acts as the core control unit and combines with Leishen's 3D SLAM lidar navigation, motion control, pallet recognition, and 3D protection algorithms. (original: 华为Atlas作为核心控制单元，进一步集中算力，统一处理数据... 集成3D SLAM激光导航算法、运动控制算法、栈板识别算法及3D防护算法等。)"
"Huawei's scheduling system lets multiple unmanned forklifts of different models work in the same scene while tasks and routes are planned in real time. (original: 基于华为云强大的调度软件系统支持，可同时支持多台不同车型的无人叉车在同一场景中协同运行，可以根据作业任务、无人叉车运行状态和场景地图，最优分配每台无人叉车的工作任务，并实时快速规划最优的导航路线。)"
"Leishen and Huawei built a reusable solution around 3D SLAM unmanned forklifts and AGVs, extending the company's model from single devices to intelligent management systems. (original: 镭神智能携手华为云机器人平台，赋能3D SLAM无人叉车/AGV等仓储物流机器人，打造可复用的解决方案... 打造3D SLAM无人叉车/AGV的多种智能管理系统。)"
"The informatization platform improved solution response rate by 40% and integrates with WMS, WCS, FMS, and smart storage-location monitoring. (original: 基于华为云智能制造LDM及信息化平台，助力镭神智能业务开发效率，系统方案响应率提升40%，打通整场设备流、信息流，标准的API接口可兼容多种系统软件，同时支持配套WMS、WCS、FMS、智能库位监测系统。)"
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