Electronics360

Wind turbine control systems: From PID to reinforcement learning

In an RL-based control system, the turbine (or wind farm) controller is realized as an agent that observes the state of the ...
IEEE

A Critical Analysis of Genetic Algorithms for Optimized Solutions

Abstract: The natural process of genetic development in living organisms is analogous to the growth of genetic algorithms, an intelligent bionic algorithm with tremendous potential for global ...
IEEE

An Improved IIR Filter Design using Artificial Rabbits Optimization Algorithm and its FPGA Implementation

Abstract: This paper presents a meta-heuristic optimization algorithm known as Artificial Rabbits Optimization (ARO) to get the optimal set of infinite impulse response (IIR) filter coefficients.
IEEE

Enhanced Harmony Search Algorithm for Maximum Power Point Tracking Under Partial Shading in PV Systems

Abstract: Multiple power peaks are introduced under nonuniform irradiation conditions in photovoltaic (PV) systems. However, conventional maximum power point tracking (MPPT) algorithms, such as the ...
IEEE

Application of Genetic Algorithms in Combinatorial Optimization Problems and Algorithm Analysis

Abstract: In combinatorial optimization problems, traditional optimization algorithms are often difficult to efficiently find the global optimal solution. This paper studies the application of genetic ...
IEEE

Design of MIMO Planar Sparse Array and Improved Back-Projection Algorithm for High-Performance 3-D Microwave Imaging

Abstract: A novel two-step iterative optimization method could be used in microwave and mm-wave bands for optimal topology of 2-D sparse multiple-input multiple-output (MIMO) arrays, and an improved ...
IEEE

A Comprehensive Comparative Analysis of Metaheuristic Algorithms Rooted in Mathematical Principles

Abstract: In recent years, there has been a burgeoning development of swarm intelligence-based metaheuristic algorithms, with those integrating mathematical principles and stochastic search strategies ...
IEEE

Design and Implementation of Collaborative Learning Algorithm for Vocational Education Based on Multi Agent System

Abstract: With the deep integration of various intelligent technologies and education, smart teaching has gradually become a new form of vocational education growth in the information age. Smart ...
IEEE

Multi-Partner Project: Open-Source Design Tools for Co-Development of AI Algorithms and AI Chips: (Initial Stage)

Abstract: Chip technologies are crucial for the digital transformation of industry and society. Artificial Intelligence (AI) is playing an increasingly important role in both our daily lives and in ...
IEEE

Optimal Design of Landscape Space Environment Based on Interactive Genetic Algorithm

Abstract: In order to solve the challenges of landscape space environment optimization design, in view of the shortcomings of the existing dynamic programming algorithms, this study introduces an ...
IEEE

A Method of Kernel Principal Component Analysis and Machine Learning Algorithms for Fault Diagnosis of Power Transformers

Abstract: As one of the most important equipment in the power system, it is of great significance to conduct fault diagnosis research on transformers. Aiming at the problem of difficult selection of ...
IEEE

Multi-Target Point Path Planning and Tracking of Unmanned Surface Vehicle Using SFLOS Algorithm and Incremental PID Control With Crane-Assisted

Abstract: To enhance the multi-target path planning and tracking performance of Unmanned Surface Vehicles (USVs), a combined control strategy integrating the Serret-Frenet Line-of-Sight (SFLOS) ...