Development of Fuzzy Logic based MPPT controller for PV system at varying meteorological parameters

Kumar, Astitva; Chaudhary, Priyanka; Rizwan, Mohammad

doi:10.1109/indicon.2015.7443203

Cited by 12 publications

(3 citation statements)

References 9 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…EHO algorithm was originally proposed by, and is essentially an SI algorithm. It is a meta heuristic search method which arises from modeling of herding behaviour of elephants in nature.…”

Section: Proposed Methodologymentioning

confidence: 99%

A fuzzy‐elephant herding optimization technique for maximum power point tracking in the hybrid wind‐solar system

Veeramanikandan¹,

Selvaperumal²

2019

Int Trans Electr Energ Syst

View full text Add to dashboard Cite

Summary In recent years, the attention towards the utilization of solar and wind power systems are becoming more popular because of its nonpolluted and nondepleting nature. However, these power sources rely on environmental conditions for power generation. So, extracting maximum power available from the wind and solar systems is essential. Many of the existing maximum power point tracking (MPPT) techniques' performances are not convenient in the hybrid operation of wind and solar power systems. So, to provide an optimum MPPT operation, this paper proposes a fuzzy logic controll er (FLC)–based elephant herding optimization (EHO) technique for MPPT in the hybrid wind‐solar system. The proposed fuzzy‐EHO (FEHO) method has the tendency to track the maximum power under the partial shading condition of the photovoltaic (PV) system and low wind speed situations. The results are compared with the conventional MPPT methods, and it shows that the proposed optimization method efficiently tracks the maximum power point of the wind‐solar power systems even with the variations in the climatic conditions. MATLAB tool is used in the design and operation of the proposed method. Furthermore, the performance of the proposed system is tested with an experimental setup and provides better efficiency.

show abstract

“…EHO algorithm was originally proposed by, and is essentially an SI algorithm. It is a meta heuristic search method which arises from modeling of herding behaviour of elephants in nature.…”

Section: Proposed Methodologymentioning

confidence: 99%

A fuzzy‐elephant herding optimization technique for maximum power point tracking in the hybrid wind‐solar system

Veeramanikandan¹,

Selvaperumal²

2019

Int Trans Electr Energ Syst

View full text Add to dashboard Cite

show abstract

“…It is an effective technique since it converges rapidly to optimal power [12]- [14]. It is driven by its smallest oscillations in steady state and good response under rapid irradiation changes [15], [16]. However, this technique is complex.…”

Section: Introductionmentioning

confidence: 99%

Fuzzy-based MPPT algorithm implementation on FPGA chip for multi-channel photovoltaic system

Abbes

Abid

Loukil

et al. 2022

IJRES

View full text Add to dashboard Cite

<span lang="EN-US">Microprocessors and microcontrollers are mostly used to control electrical systems. These chips front into problems while monitoring systems that need heavy computing and important processing. Likewise, they fail while handling inputs and outputs speeds, especially with multi-channel photovoltaic (PV) systems. In comparison to a digital signal processor (DSP) and microcontroller implementations, field programmable gate array (FPGA) device is able to integrate a great number of PV channels and to achieve short development time, cost less and more flexible operation. As well, new control algorithms are increasingly complex; using new performing technologies is very motivating. Mainly, FPGA technology is adopted thanks to its ability to control complex applications and intelligent laws. In opposition to traditional controls, fuzzy logic based control presents more efficiency and reliability response for non-linear systems. Therefore, this paper deals with the execution of the fuzzy-based maximum power point tracking (MPPT) technique by the means of the FPGA chip for a multi-channel photovoltaic system. A multi-channel photovoltaic system is designed. Then, the FPGA circuit is investigated to get benefits from this hardware solution. Since software implementation way integrates a limited number of PV panels, hardware implementation is a promising solution that reduces execution time and therefore controls a huge number of photovoltaic channels. Finally, results of simulation of the fuzzy technique implementation on FPGA chip show that the proposed PV system controls more than 4400 channels. Therefore, the system output power is increased and the system profitability is improved.</span>

show abstract

“…The maximum power point tracking (MPPT) plays a major role in photovoltaic (PV) power system. The PV power generation changes with respect to sun light irradiance and temperature [1]. Nowadays, many researches develop different MPPT techniques for improving the MPP in PV system.…”

Section: Introductionmentioning

confidence: 99%

Fuzzy Controller-Based MPPT of PV Power System

Venkateshkumar¹

2018

Fuzzy Logic Based in Optimization Methods and Control Systems and Its Applications

View full text Add to dashboard Cite

The power demand has been increasing day by day due to population growth, new industrial development, etc. Meeting power demand is one of the challenge factors for fossil fuel-based power generation alone as well as the environmental issue of carbon footprint. Consequently, there is a need to concentrate on alternate energy sources to meet the power demand. In this chapter, the photovoltaic (PV) cell operation under various weather conditions is analysed, and based on the performance, the MPPT controller is developed by using fuzzy logic controller. The proposed system has been modelled in MATLAB environment, and the system performance has been analysed. Finally, the simulation results are evaluated and compared with IEEE 1547 standard for proving the effectiveness of the proposed system.

show abstract

Development of Fuzzy Logic based MPPT controller for PV system at varying meteorological parameters

Cited by 12 publications

References 9 publications

A fuzzy‐elephant herding optimization technique for maximum power point tracking in the hybrid wind‐solar system

A fuzzy‐elephant herding optimization technique for maximum power point tracking in the hybrid wind‐solar system

Fuzzy-based MPPT algorithm implementation on FPGA chip for multi-channel photovoltaic system

Fuzzy Controller-Based MPPT of PV Power System

Contact Info

Product

Resources

About