Multi-Agent Collaborative Scheduling

Multi-Agent Collaborative Scheduling
Swarm Intelligence, Seamless Collaboration

Breaking through the performance ceiling of single-agent scheduling. Through a centralized intelligent scheduling engine and 5G deterministic communication network, command hundreds of AMRs to operate in precise unison like a single organism, delivering ultimate efficiency for warehouse and production line logistics.

Live Simulation

Real-Time Fleet Scheduling Visualization

The following simulation shows 6 AMRs operating under the central scheduling engine in a typical warehouse scenario. Each robot senses its environment independently while achieving global optimal collaboration through a shared path map.

Current Schedule Queue Depth23 Tasks
Avg Task Wait Time< 0.8s
Path Conflicts0
CHARGEAMR-01AMR-02AMR-03AMR-04AMR-05AMR-06
Running
Charging
Idle
Fleet Status
Running4
Charging1
Idle1

Core Modules

Four Core Scheduling Engines

Centralized Topology Scheduling

The central decision engine grasps real-time positions and task queues of all AMRs across the facility, allocating every transport order from a global optimum perspective.

Dynamic Path Replanning

Based on real-time maps and heat prediction, completes multi-agent coordinated path rerouting around sudden congestion nodes within milliseconds.

L3 Safety Anti-Collision

Multi-agent fusion of laser and vision active sensing network, combined with digital shield protocol, achieving zero-collision fleet coordination.

5G Deterministic Communication

Low-latency control bus based on 5G uRLLC slicing, guaranteeing < 10ms group command broadcast for high-density fleet scenarios.

Quantified Performance Advantages

Based on actual operational data from delivered projects

500+
AMRs
Max Fleet per Warehouse
< 10
ms
System Scheduling Latency
43
%
Fleet OEE Improvement
0
%
Collision & Downtime Rate
Open Standards

VDA 5050 · ROS 2 · OpenRMF Fully Compatible

The Zhijieli multi-agent scheduling engine follows open industrial protocols, seamlessly integrating AGV/AMR devices from various brands without vendor lock-in, ensuring long-term maintainability and scalability of the customer's digital infrastructure.

VDA 5050
Compatible
ROS 2
Compatible
OpenRMF
Compatible

Let Fleet Intelligence
Drive Your Factory