Electrical Engineering Resources

Articles

• Deploying Predictive Maintenance Algorithms to the Cloud and Edge.
• 基于多目标优化和迁移学习的磁性材料功率损耗估算数据驱动模型.
• 2024世界人工智能大会，看施耐德电气如何推动AI技术“落地”行业场景应用.
• 利用 MATLAB 通过模型预测控制优化风力发电机的效率.
  • Control-oriented wind turbine load estimation based on local linear neuro-fuzzy models, doi: 10.1088/1742-6596/2767/3/032016.
• 2024年十大气候科技新闻：碳捕获、太阳能电池板回收和清洁能源发电.

Books

• Fundamentals of Power Electronics (Second Edition), Robert W. Erickson et al..
• Fundamentals of Aerodynamics (Sixth Edition), John D. Anderson.
• Electrical Machines: Mathematical Fundamentals of Machine Topologies, Dieter Gerling, 2015.

Courses

• Understanding PID Control, by Brian Douglas and MATLAB.
• PID demo.
  • P: if you’re not where you want to be, get there.
  • I: if you haven’t been where you want to be for a long time, get there faster.
  • D: if you’re getting close to where you want to be, slow down.
• PID Controller Explained.

Corps

• General Electric.
• Siemens.
• Schneider Electric.
• SIMON.

Finite Element Method

• Modeling Electromagnetic Coils, COMSOL.
• CFD-Navier-Stokes, MATLAB.

MATLAB Tools

• MATLAB Simulink Design Optimization Toolbox: Create a Digital Twin by tuning the simulation model parameters based on real data using Simulink Design Optimization™. The simulated asset will now act as Digital Twin of the real system in operation, allowing for machine-specific predictions and various what-if scenarios.
• MATLAB-Simulink-Challenge-Project-Hub/projects/Digital Twin and Predictive Maintenance of Pneumatic Systems.
• Renewable Energy Integration Design with Simscape (simscape/Renewable-Energy-Integration-Simscape).

Power system

• Energy demand management, a.k.a demand-side management (DSM) or demand-side response (DSR).
• Dec. 07, 2024, 【学术前沿】徐政：新型电力系统的五大动态特性概述.