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AI Based Electrical Tools

Artificial intelligence has provided a great potential and space for optimization in the field of electrical engineering. This can not only bring about a significant improvement not only with regards to the economic aspects but also in the safety and the actual control of the operation. Ever since artificial intelligence reached a stage where it could be used in various fields in order to make work simpler, it has been used widely in various fields of life, primarily in robotics and computer programming. Recent studies and investigations have shown that artificial intelligence can also be a viable option in the field of electrical engineering especially as a solution to some longstanding power system problems where conventional methods experience some difficulty.

Duration

2 Weeks

Skill Level

Moderate

Starts From:

02/06/2025

Category

Science And Technology

Overview

AI is transforming electrical engineering by automating design, optimizing systems, and improving predictive maintenance. Whether you’re working in circuit design, power systems, embedded AI, or RF design, there’s an AI tool available to enhance efficiency and innovation. These tools help design, analyze, and optimize electrical circuits using AI. AutoCAD Electrical – AI-assisted electrical schematic design. PSIM – AI-driven power electronics simulation. LTspice AI – AI-enhanced spice circuit simulation. TINA-TI – AI-supported circuit analysis and design.


Our Trainers

Salman

Name- Salman

Business Develoment Manager

Plot no. R-59, MP Nagar, Zone-II,

Near arya Bhawan, Bhopal(MP) 

462011

Modules

UNIT-1. Circuit Design & Simulation

These tools help design, analyze, and optimize electrical circuits using AI.

  • AutoCAD Electrical – AI-assisted electrical schematic design.
  • PSIM – AI-driven power electronics simulation.
  • LTspice AI – AI-enhanced spice circuit simulation.
  • TINA-TI – AI-supported circuit analysis and design.
  • Proteus AI – AI-integrated PCB and circuit simulation.
  • Altium Designer AI – AI-enhanced PCB design with auto-routing.
  • EasyEDA AI – AI-powered online circuit design and PCB layout.
  • KiCad AI – Open-source PCB design with AI-assisted routing.

UNIT-2. Power Systems Analysis

AI tools for smart grid management, fault detection, and energy optimization.

  • ETAP (Electrical Transient Analyzer Program) – AI-powered electrical network simulation.
  • MATPOWER – AI-based power flow and optimization.
  • OpenDSS – AI-driven power distribution system simulation.
  • GridLAB-D – AI-assisted smart grid analysis.
  • PowerWorld Simulator – AI for power system visualization and stability analysis.
  • PSS/E (Power System Simulator for Engineers) – AI-assisted power flow and fault analysis.
  • DIgSILENT PowerFactory – AI-supported electrical power analysis.

UNIT-3. AI in Control Systems & Automation

Tools for intelligent automation, PID tuning, and robotics.

  • LabVIEW AI – AI-powered industrial automation and control.
  • Matlab Simulink (with AI Toolbox) – AI-based control system modeling.
  • PID Tuner (Matlab) – AI-optimized PID controller tuning.
  • TwinCAT AI – AI-driven industrial control and automation.
  • OpenAI Gym – AI reinforcement learning for control applications.
  • Scilab Xcos – AI-supported modeling of control systems.

UNIT-4. Embedded Systems & AI for IoT

AI tools for microcontrollers, firmware optimization, and embedded AI.

  • TensorFlow Lite for Microcontrollers – AI on edge devices.
  • Edge Impulse – AI-based embedded machine learning.
  • Google Coral AI – AI-accelerated embedded computing.
  • NVIDIA Jetson AI – AI for robotics and edge devices.
  • Arduino AI Kit – AI-based IoT and sensor analysis.
  • ESP32 Machine Learning Kit – AI-powered IoT development.
  • STMicroelectronics X-CUBE-AI – AI for STM32 microcontrollers.

UNIT-5. AI in Signal Processing & Communication

AI tools for filtering, noise reduction, and optimization in electrical signals.

  • MATLAB Signal Processing Toolbox (with AI Toolbox) – AI-enhanced signal processing.
  • GNU Radio AI – AI-assisted SDR (Software-Defined Radio) processing.
  • Wavelet Toolbox (MATLAB) – AI-powered wavelet analysis.
  • NI LabVIEW Sound and Vibration Toolkit – AI-enhanced signal analysis.
  • Cognitive Radio AI – AI-driven dynamic spectrum allocation.
  • PyAudioAnalysis – AI-based audio signal analysis.

Outcomes

Course Outcomes:

Upon completion of the course, students shall have ability to

C1 Recall the concepts of matrices, ordinary and partial derivatives. [R]

C101.2 Express square matrix in the diagonal form. [U]

C101.3 Solve systems of linear equations numerically and to find inverse matrices. [AP]

C101.4 Apply numerical techniques effectively to analyse and visualize data to solve basic engineering-related problems. [AP] C101.5 Find the extreme values of the given functions to solve the engineering problems. [AP]

C101.6 Find the solution of second and higher order differential equations connected with electric circuits and simple harmonic motion. [AP


Contact

Name: Prashant Garg

Mobile No: 9630379383


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This Premium course is included in plans

₹ 1000/-

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