AI in Electrical Technologies

Overview

Significant innovation and advancements in electrical technologies are accelerating the energy transition from fossil fuels to clean energy and enabling the electrification of everything. Breakthroughs in power density and efficiency, improvements in reliability, and reduction of size and cost of electrical components provide engineers with a level of design flexibility that was previously unobtainable.

In this webinar, we will discuss how MATLAB and Simulink, can be used to model complex behaviors of electrical components and increase simulation speed by creating AI-based reduced order models (ROMs). This includes creating, training, and testing AI-based virtual sensors and control strategies for motors, batteries, power converters, energy management systems, electric vehicles, and grid systems. 

Highlights

• Create synthetic data generation from physics-based simulations for training AI models.
• Accelerate the design process and increase simulation speed by creating reduced order models (ROMs).
• Create, train, and test AI-based control strategies for motors, batteries, power converters, energy management systems, electric vehicles, and grid systems.
• Ensure safe and efficient operations of power systems by integrating AI-based energy forecasting 

About the Presenter

Mohsen Aleenejad joined MathWorks as a Senior Application Engineer in 2020. He supports customers from Energy and Power areas as well as Industrial Automation with a focus on Power Electronics and Power System applications. Mohsen has a Ph.D. in Power Electronics from the University of Kansas, where he specialized in modeling and control of multi-level power converters and fault tolerant operation of power electronics systems. Later, he started a Postdoctoral Researcher position with New York University, where he was collaborating with Boeing Company on building an Active Load Profiler for testing the Aircraft's power sources. Before joining MathWorks, he was working as a senior power electronics engineer with a focus on renewable energy systems at InnoCit LLC, and Active Front End motor drive at PowerItPerfect Inc.