4.7 Article

Improved salp swarm algorithm based on particle swarm optimization for maximum power point tracking of optimal photovoltaic systems

Related references

Note: Only part of the references are listed.
Article Automation & Control Systems

Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization

Yuanchao Liu et al.

Summary: This paper proposes a novel surrogate-assisted evolutionary algorithm (SAEA) for high-dimensional expensive optimization. The algorithm uses affinity propagation clustering to generate multiple subswarms and employs a surrogate-assisted learning strategy to guide the search. Techniques such as model management, subswarm diversity maintenance, and surrogate-based local search are introduced to enhance exploration and exploitation. Experimental results demonstrate the superiority of the proposed algorithm over state-of-the-art methods.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2022)

Article Computer Science, Information Systems

Analysis and Implementation of Robust Metaheuristic Algorithm to Extract Essential Parameters of Solar Cell

Sairaj Arandhakar et al.

Summary: The paper introduces the method of extracting parasitic parameters of solar PV modules using TSO algorithm. By implementing double diode design and simulating six solar cell parameters for comparison study, TSO has shown to have significantly less computational time compared to other existing algorithms.

IEEE ACCESS (2022)

Article Green & Sustainable Science & Technology

Novel Spline-MPPT Technique for Photovoltaic Systems Under Uniform Irradiance and Partial Shading Conditions

Amir Ostadrahimi et al.

Summary: Different MPPT techniques in PV systems are evaluated based on criteria like simplicity, speed, and accuracy. Generally, higher accuracy is achieved at the expense of speed and simplicity. This article introduces the Spline-MPPT technique as a fast, accurate, and simple method for finding the maximum power point in PV systems under uniform irradiance and partial shading conditions.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2021)

Article Computer Science, Hardware & Architecture

A Novel Salp Swarm Optimization MPP Tracking Algorithm for the Solar Photovoltaic Systems under Partial Shading Conditions

S. Krishnan et al.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS (2020)

Article Engineering, Electrical & Electronic

Improved cooperative artificial neural network-particle swarm optimization approach for solar photovoltaic systems using maximum power point tracking

Aouatif Ibnelouad et al.

INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS (2020)

Article Green & Sustainable Science & Technology

A new strategy based on slime mould algorithm to extract the optimal model parameters of solar PV panel

Manar Mostafa et al.

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS (2020)

Article Computer Science, Information Systems

Multi-Subdomain Grouping-Based Particle Swarm Optimization for the Traveling Salesman Problem

Ying Cui et al.

IEEE ACCESS (2020)

Proceedings Paper Automation & Control Systems

A Novel Discrete Particle Swarm Optimization For Travelling Salesman Problem Based on Dissipative Structure Theory

TingHao Lai et al.

PROCEEDINGS OF 2020 3RD INTERNATIONAL CONFERENCE ON UNMANNED SYSTEMS (ICUS) (2020)

Article Computer Science, Information Systems

Improved Salp Swarm Algorithm Based on Levy Flight and Sine Cosine Operator

J. Zhang et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

Ultra-Short-Term Wind Power Prediction by Salp Swarm Algorithm-Based Optimizing Extreme Learning Machine

Lian Tan et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

Real-Time Implementation of Self-Adaptive Salp Swarm Optimization-Based Microgrid Droop Control

M. A. Ebrahim et al.

IEEE ACCESS (2020)

Article Automation & Control Systems

An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading

Hong Li et al.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2019)

Proceedings Paper Green & Sustainable Science & Technology

Particle Swarm Optimization Of a Hybrid Wind/Tidal/PV/Battery Energy System. Application To a Remote Area In Bretagne, France

Omar Hazem Mohammed et al.

EMERGING AND RENEWABLE ENERGY: GENERATION AND AUTOMATION (2019)

Article Computer Science, Artificial Intelligence

Particle swarm optimization algorithm: an overview

Dongshu Wang et al.

SOFT COMPUTING (2018)

Article Chemistry, Physical

Regulated output voltage double switch Buck-Boost converter for photovoltaic energy application

Mohamed Kaouane et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2016)

Article Automation & Control Systems

Particle swarm optimization (PSO). A tutorial

Federico Marini et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2015)

Article Green & Sustainable Science & Technology

Simulation and Hardware Implementation of New Maximum Power Point Tracking Technique for Partially Shaded PV System Using Hybrid DEPSO Method

Mohammadmehdi Seyedmahmoudian et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2015)

Proceedings Paper Engineering, Multidisciplinary

An Overview of Particle Swarm Optimization Variants

Muhammad Imran et al.

MALAYSIAN TECHNICAL UNIVERSITIES CONFERENCE ON ENGINEERING & TECHNOLOGY 2012 (MUCET 2012) (2013)