
Resources
Facilities, Software, Code, Data,……
Facilities
Battery Test platform

ARBIN-LBT-5V30A32CH Battery Tester 电池充放电测试设备
- Channels up to 32
- Voltage up to 5 V
- Multiple current ranges available: 30 A, 5 A, 0.5 A, 0.02 A
- Control accuracy up to 0.01% FSR
- Current rise time less than 1 ms

SMF-800-CC Temperature Chamber 防爆型高低温试验箱
- Temperature range from -30°C to 150°C
- Temperature fluctuation less than 1°C
- Temperature deviation less than 2°C
- Heating rate greater than 2°C/min
- Cooling rate greater than 1°C/min

Interface 5000E 电化学工作站
- Up to 5 electrodes available
- Current range from 50 µA to 5 A
- Applied potential up to 6 V
- Frequency range from 10 µHz to 1 MHz
Computational platform

Deep Learning Platform 深度学习服务器
- AMD EPYC 9654, 96 physical cores per CPU, 2.4 GHz base clock, 3.7 GHz boost clock, 360W TDP, supporting 4800 MHz memory
- 32G DDR5 4800MHz RECC X16
- RTX 4090 24G VRAM, 1 PCI-E 4.0 interface, single-turbo blower edition
- 8T SATA Enterprise 3.5-inch 7200RPM HDD
Power Grid Test platform

DK-10交流微电网实验平台
- DCAC变流器
- DCDC变换器
- 电池模拟器
- 电网模拟器
- 光伏模拟器、RL负载、线路模拟器等

MT1075快速控制原型机
- 四核ARM Cortex-A53
- 16路模拟输入
- 16路模拟输出,
- 80路数字输出

OPAL-RT【OP5707】实时仿真平台
- 可开展控制算法、保护逻辑及并网策略的硬件在环验证
Software

MeiCloud simulation platform美擎仿真软件(教育版本)
- 美擎仿真是集3D工艺仿真、装配仿真、人机协作、物流仿真、机器人仿真、虚拟调试、数字孪生工厂等功能于一体的数字化工业仿真平台
- 新设备入厂方案3D可行性分析、整厂全数据链精益评估、3D并行快速优化设计、布局方案验证落地
- 支持采用OPC UA、S7等通讯协议,实现3D模型与软PLC、硬件PLC、PLC仿真器的信号互联互通,进行虚拟电控调试;通过美云智数SCADA,可实现与市面上99%设备的通讯连接
- 从进场到出场的全面拉通、物流路径智能规划;物流死锁、交叉、拥堵的消除优化;AGV、牵引车、输送带、人工运输的协同物流
- 通过仿真对关键工艺进行装配仿真分析、人机工程分析、装配过程运动学分析、最终自动输出3D-SOP
Code
Please bear in mind that these are research-grade only; use them at your own risk and read the licence carefully before use.
Code for : Realistic Multi-Fault Diagnostics of Millions-Scale Li-ion batteries with Rapid Unsupervised Learning, see details in this project readme.md.
Dataset
Please bear in mind that these are research-grade only; use them at your own risk and read the licence carefully before use.
Hitsz Fault diagnosis dataset for : Realistic Multi-Fault Diagnostics of Millions-Scale Li-ion batteries with Rapid Unsupervised Learning. The data for this work are collected from the cloud platform of a commercial battery-swapping service provider. The company forms a large-scale industrial dataset by continuously monitoring millions of battery packs deployed across a wide geographic area. Based on the region and load, these packs are partitioned and managed by different servers. The dataset covers battery packs designed for swapping services

