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Open AccessJournal ArticleDOI

Classification and summarization of solar photovoltaic MPPT techniques: A review based on traditional and intelligent control strategies

TLDR
The main MPPT techniques for PV systems are reviewed and summarized, and divided into three groups according to their control theoretic and optimization principles.
About
This article is published in Energy Reports.The article was published on 2020-11-01 and is currently open access. It has received 132 citations till now. The article focuses on the topics: Maximum power point tracking & Photovoltaic system.

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State of the art perturb and observe MPPT algorithms based wind energy conversion systems: A technology review

TL;DR: This article offers a concise review of the state of the art MPPT algorithms with critical analysis to improve the ability to choose the appropriate algorithm for a specific application and to offer an appropriate reference for research trends in P&OMPPT algorithms.
Journal ArticleDOI

Review of Multilevel Inverters for PV Energy System Applications

TL;DR: This paper reviews multilevel inverters based on their classifications, development, and challenges with practical recommendations in utilizing them in renewable energy systems to motivate and guide society to focus on inventing an efficient and economical multileVEL inverter that has the combined capabilities of these converters reported in the literature.
Journal ArticleDOI

A comprehensive review and classified comparison of MPPT algorithms in PV systems

TL;DR: In this article, the authors present a review of the previous articles and provide a proper division, performance method for selecting the appropriate algorithm, which explains the performance, application, advantages and disadvantages of algorithms to be a good reference for selecting an appropriate algorithm.
Journal ArticleDOI

A State-of-Art-Review on Machine-Learning Based Methods for PV

TL;DR: The state of the art ML models applied in solar energy’s forecasting field i.e., for solar irradiance and power production forecasting (both point and interval or probabilistic forecasting), electricity price forecasting and energy demand forecasting are presented.
Journal ArticleDOI

Optimised MOPSO with the grey relationship analysis for the multi-criteria objective energy dispatch of a novel SOFC-solar hybrid CCHP residential system in the UK

TL;DR: A new algorithm based on the multi-objective particle swarm optimization and the grey relationship analysis (GRA) with the capability of resolving the objective energy dispatch issues within the system by effectively avoiding local optimum problem is proposed.
References
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Journal ArticleDOI

Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces

TL;DR: In this article, a new heuristic approach for minimizing possibly nonlinear and non-differentiable continuous space functions is presented, which requires few control variables, is robust, easy to use, and lends itself very well to parallel computation.
Journal ArticleDOI

Particle swarm optimization

TL;DR: A snapshot of particle swarming from the authors’ perspective, including variations in the algorithm, current and ongoing research, applications and open problems, is included.
Book

Genetic Algorithms

Journal ArticleDOI

Grey Wolf Optimizer

TL;DR: The results of the classical engineering design problems and real application prove that the proposed GWO algorithm is applicable to challenging problems with unknown search spaces.
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Ant colony system: a cooperative learning approach to the traveling salesman problem

TL;DR: The results show that the ACS outperforms other nature-inspired algorithms such as simulated annealing and evolutionary computation, and it is concluded comparing ACS-3-opt, a version of the ACS augmented with a local search procedure, to some of the best performing algorithms for symmetric and asymmetric TSPs.
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