MAPF+JSSP Joint Simulation Environment for Reinforcement Learning
Project description
TianGong 天工 - 柔性制造仿真调度一体化解决方案
概述
天工系统是面向智能制造领域打造的数字化协同平台，深度融合虚拟仿真技术与实际生产调度能力，为柔性制造环境提供全流程数字化解决方案。系统通过高精度仿真验证与智能调度编排的闭环协同，帮助制造企业实现从工艺设计到生产执行的全链路优化。
核心组件
1. 虚拟仿真平台
功能特性
- 数字孪生：1:1构建工厂物理空间的虚拟映射，支持设备/产线/物流的数字建模
- 动态工艺仿真：可视化验证复杂工艺路径，自动检测产线冲突与瓶颈
- 多场景模拟：支持产能评估、换线模拟、异常工况推演等20+仿真场景
- 数据驱动优化：基于历史数据与AI算法实现工艺参数自动调优
技术亮点
☁️ 云端高性能计算引擎支持大规模并行仿真
📊 实时数据看板呈现设备OEE、产能利用率等关键指标
🔧 模块化组件库支持快速搭建新产线模型
2. 智能调度系统
核心能力
- 多目标优化：在交货期、设备负载、能耗等约束条件下实现最优排程
- 动态响应机制：实时感知设备状态变化，自动触发调度策略调整
- 跨系统集成：与MES/WMS/ERP等系统无缝对接，支持工单自动分解与资源分配
- 人机协同：提供可视化排程界面与AI建议的双向交互
算法体系
🚀 混合调度引擎 = 深度学习模型 + 强化学习算法 + 规则引擎
📈 在线负反馈调度循环：持续吸收生产数据优化决策模型
典型应用场景
汽车制造
- 多车型混线生产的节拍平衡与物流优化
- 焊装车间机器人集群的协同调度
装备制造
- 大型部件装配的工序动态调整
- 关键设备预防性维护与生产计划的协同
联系我们
如需获取定制化方案演示，请联系南京大学计算机学院Dislab团队
📞 025-89682869 | 📧 njuskyrim@qq.com
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file joint_sim-0.1.7.tar.gz.
File metadata
- Download URL: joint_sim-0.1.7.tar.gz
- Upload date:
- Size: 931.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":null,"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8843b83b426a137445a2d1058146102b4c283da589f5eb00de5b133d3008b698
|
|
| MD5 |
26163c04533c1350ccb6418d8c13a6f8
|
|
| BLAKE2b-256 |
d8fead6a9ca4efea33b59607c32b227da12f700c9ca31552d531a4ed34dacaa5
|
File details
Details for the file joint_sim-0.1.7-py3-none-any.whl.
File metadata
- Download URL: joint_sim-0.1.7-py3-none-any.whl
- Upload date:
- Size: 401.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":null,"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ff1d840d75019a3ee4e3ec10920fa3db35c5e08b1cb44916722d801700c179ea
|
|
| MD5 |
7b5ef0a538cd2a97f49823c1d5fcfc5c
|
|
| BLAKE2b-256 |
ed1a3d0e06cf900afa5d88e103bb0080219c63a35e37c1830cdba511b431ebf0
|
