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RMS Scheduling System

Scheduling Services (1)
Scheduling Services (2)

The RMS Scheduling System is based on deep reinforcement learning AI scheduling algorithms, achieving optimal task allocation, multi-path planning, and robot traffic control management. It ensures efficient operation of clustered robots by enabling them to coordinate, cooperate, and operate without interference. RMS monitors the robots' operational status, displays real-time and recorded conditions, and integrates charging station status and task execution data to optimally plan automated charging tasks for the robots.

RMS Scheduling System Software

The RMS Scheduling System is proprietary robot scheduling software developed by Beacon Robot, responsible for task allocation, path planning, scheduling control, and operational maintenance of all robots. Based on deep reinforcement learning AI scheduling algorithms, RMS optimizes task allocation, multi-path planning, and robot traffic control management, ensuring that clustered robots coordinate, cooperate, and operate without interference. RMS monitors the operational status of robots in real-time, records data, and integrates charging station and task execution status to plan automated charging tasks. Additionally, it records, analyzes, and summarizes alarm information related to robots, tasks, and external devices, providing management with timely alerts and actionable recommendations to ensure the reliable and stable operation of the entire system.

RMS supports intelligent scheduling and management of various AMRs (Autonomous Mobile Robots) in the same environment, planning optimal routes based on operational needs, AMR locations, and environmental factors. It dynamically adjusts routes to adapt to production line changes and integrates seamlessly with WMS, WCS, and other systems, providing efficient and intelligent AMR scheduling management solutions.

PRODUCT FEATURE

RMS Product Features

● Flexible Obstacle Avoidance: Utilizes real-time monitoring and both static and dynamic avoidance strategies to adjust routes dynamically, ensuring maximum safety for AMR operations.

● Multi-Vehicle Coordination: Supports multiple AMRs working collaboratively in the same area, increasing operational efficiency.

● Optimal Route Planning: Integrates various functions such as state monitoring, collision detection, dynamic routing, static traffic control, standby zones, and special area management to optimally allocate resources and plan the best routes.

RMS Product Advantages

● Cost Reduction: Supports cross-floor operations, greatly expanding AMR operational space while reducing the number of AMRs required.

● Resource Optimization: Supports multi-vehicle operations in the same environment, efficiently allocating AMR resources to maximize idle time and load capacity utilization.

● Efficiency Improvement: Utilizes trigger-based task execution, reducing resource occupation and improving task execution efficiency.

Deployment Environment The scheduling server is the hardware used to deploy and install the software (note: hard drive configuration can be adjusted based on customer data storage requirements).

Equipment

Spare Parts

Description

Remarks

Scheduling Server

CPU

i5 or higher, 8th generation or above

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Memory

16GB

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Hard Drive

128GB SSD (for OS deployment), 1TB HDD (for business and data storage)

Adjustable based on customer storage requirements

 

Operating System

Windows 10, 64-bit

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Database

Open-source MySQL 5.1.6

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Scheduling Services

● Global Monitoring and Management: Real-time collection and storage of relevant equipment status information, including work status, operational status, battery status, task status, and map display showing AGV locations. Timely alerts are issued, with a scheduled refresh feature available.

● Scheduling Management: Maximizes physical task execution with limited vehicles and routes. Based on task type and AGV type, RMS plans the shortest route accordingly. If an AGV encounters a traffic-controlled path, the system replans the shortest route to the destination. When the AGV encounters obstacles, it stops in front of them, and if rerouting is not possible, other vehicles will also encounter congestion on the same route.

● Task Management: Tasks are triggered by upper-level business systems (MES, WMS, ERP, etc.), generating AGV tasks and utilizing scheduling to intelligently assign tasks to AGVs. Tasks are arranged in sequence, allowing for archival and custom scheduling. Task management is divided into scheduling and execution parts.

● Device Management: Manages AGV vehicles (online/offline status, task status, vehicle condition, and task execution status) and external devices encountered during AGV tasks (automated doors, air showers, elevators, traffic lights, etc.). It manages device status, IP addresses, and control commands, supporting intelligent workshop automation.

● Exception Management: Supports three levels of alarms (general, warning, error), providing real-time pop-up alerts and logs for device anomalies, including AGV and scheduling system errors. AGV charging errors are also managed, and the system retries charging operations as necessary.

● Log Management: Logs are in text format and include algorithm and business logs, covering navigation, GPIO, tasks, path planning, charging commands, and more. Operation logs, personnel actions, and system status logs are stored in the database.

● Statistics Management: Supports data querying by day, month, and year, with statistics on materials, tasks, and operational status. Data can be displayed in line, bar, or pie charts.

● Simulation Management: Conducts pre-implementation research on route planning based on site schematics, CAD drawings, or SLAM maps.

● Scheduling Services SDK: Customers can develop solutions according to business needs, integrating with existing ERP, MES, WMS, MCS, WCS, and call systems. The system selects the optimal AGV for the task.

Disclaimer

Beacon Robot reserves the right to modify this manual, product specifications, and other documents without prior notice. Please read the product manual carefully before use. Beacon Robot is not responsible for any direct, indirect, special, incidental, or consequential losses or liabilities arising from improper use of this manual or product. Beacon Robot holds all patents, copyrights, and other intellectual property rights for this product and its software. This product is developed by Beacon Robot, which reserves all interpretation rights.