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Extracting maximum power available from photovoltaic arrays requires the system operating at the maximum power point (MPP). Therefore, finding the MPP is necessary for efficient operation of PV arrays. The MPP changes with multiple…

系统与控制 · 电气工程与系统科学 2020-11-17 Eungkyun Kim , Morgan Warner , Indranil Bhattacharya

This paper proposes a computationally efficient, real-time maximum power point tracking (MPPT) algorithm tailored for low-power photovoltaic (PV) systems operating under fast-changing irradiance and partial shading conditions (PSC). The…

系统与控制 · 电气工程与系统科学 2025-11-27 Kimia Ahmadi , Wouter A. Serdijn

This paper presents a fast power-setpoint tracking algorithm to enable utility-scale photovoltaic (PV) systems to provide high quality grid services such as power reserves and fast frequency response. The algorithm unites maximum…

系统与控制 · 电气工程与系统科学 2021-10-05 Victor Paduani , Hui Yu , Bei Xu , Ning Lu

This paper proposes a resilient-backpropagation-neural-network-(Rprop-NN) based algorithm for Photovoltaic (PV) maximum power point tracking (MPPT). A supervision mechanism is proposed to calibrate the Rprop-NN-MPPT reference and limit…

信号处理 · 电气工程与系统科学 2018-12-07 Yao Cui , Zhehan Yi , Jiajun Duan , Di Shi , Zhiwei Wang

The performance of a photovoltaic system is subject to varying environmental conditions, and it becomes more challenging to track the maximum power point (MPP) and maintain the optimal performance when partial shading occurs. In this paper,…

信号处理 · 电气工程与系统科学 2018-05-15 Leian Chen , Xiaodong Wang

Using Photovoltaic systems is gradually expanded by increasing energy demand. Abundance and availability of this energy, has turned to one of the most important sources of renewable energy. Unfortunately, photovoltaic systems have two big…

系统与控制 · 电气工程与系统科学 2022-01-04 Alireza Tofigh Rihani , Majid Ghandchi

P-V characteristic of photovoltaic (PV) arrays under partially shaded conditions (PSC) has multiple peaks, and conventional maximum power point tracking (MPPT) algorithms may fail to track the global maximum power point (GMPP) because of…

信号处理 · 电气工程与系统科学 2018-09-18 M. Amin Ghasemi , Mostafa Parniani , S. Fariborz Zarei , Hossein Mohammadian Foroushani

One of the most important issues in the operation of a photovoltaic (PV) system is extracting maximum power from the PV array, especially in partial shading condition (PSC). Under PSC, P-V characteristic of PV arrays will have multiple peak…

信号处理 · 电气工程与系统科学 2018-10-31 Mohammad Amin Ghasemi , Hossein Mohammadian Foroushani , Mostafa Parniani

In this paper, we proposed a method using supervised ML in solar PV system for MPPT analysis. For this purpose, an overall schematic diagram of a PV system is designed and simulated to create a dataset in MATLAB/ Simulink. Thus, by…

系统与控制 · 电气工程与系统科学 2021-10-05 Ruhi Sharmin , Sayeed Shafayet Chowdhury , Farihal Abedin , Kazi Mujibur Rahman

Introduction. This article deals with the optimization of the energy conversion of a grid-connected photovoltaic system. The novelty is to develop an intelligent maximum power point tracking technique using artificial neural network…

系统与控制 · 电气工程与系统科学 2021-10-27 H. Sahraoui , H. Mellah , S. Drid , L. Chrifi-Alaoui

The increasing electricity demand and the need for clean and renewable energy resources to satisfy this demand in a cost-effective manner, imposes new challenges on researchers and developers to maximize the output of these renewable…

系统与控制 · 电气工程与系统科学 2023-01-05 Muhy Eddin Za'ter , Sandy Yacoub Miguel , Majd Ghazi Batarseh

This paper proposes a novel topology for grid connected photovoltaic (PV) system based on modular multilevel converter (MMC). In this topology, a PV array is connected to capacitors of each submodule (SM) of the MMC through a DC-DC boost…

系统与控制 · 电气工程与系统科学 2020-04-28 Farog Mohamed , Shailesh Wasti , Shahab Afshar , Pablo Macedo , Vahid Disfani

Solar energy utilization in places like Nepal, is often obstructed by unpredicted environmental factors and existing technological barriers. The challenges encountered often result in fluctuating energy outputs, hindering the transition to…

系统与控制 · 电气工程与系统科学 2024-12-11 Diwakar Khadka , Satish Adhikari , Atit Pokharel , Sandeep Marasinee , Aayush Pathak

The use of charge controllers in photovoltaic generation systems increases the energy harvested significantly. The most efficient type of charge controller is the Maximum Power Point Tracking (MPPT) controller. The commercially available…

系统与控制 · 电气工程与系统科学 2019-11-06 Lean Karlo S. Tolentino , Dan Frederico P. Abacco , Mar Jun M. Siquihod

This article introduces a novel Maximum Power Point Tracking (MPPT) algorithm and cost-effective hardware for long-term operational stability measurements in perovskite solar cells (PSCs). Harnessing the untapped potential of solar energy…

应用物理 · 物理学 2024-04-30 Emilio J. Juarez-Perez , Cristina Momblona , Roberto Casas , Marta Haro

We present a nonlinear equivalent resistance tracking method to optimize the power output for solar arrays. Tracking an equivalent resistance results in nonlinear voltage step sizes in the gradient descent search loop. We introduce a new…

系统与控制 · 电气工程与系统科学 2024-09-23 Chaitanya Poolla , Abraham K. Ishihara

This paper presents an algorithm for power curtail-ment of photovoltaic (PV) systems under fast solar irradiance intermittency. Based on the Perturb and Observe (P&O) technique, the method contains an adaptive gain that is compensated in…

系统与控制 · 电气工程与系统科学 2024-09-05 Victor Paduani , Lidong Song , Bei Xu , Ning Lu

This paper presents design of a Maximum Power Point Tracking (MPPT) circuit and its functionality for tuning the maximum power transfer from an energy harvester (EH) unit. Simple and practical Perturb and Observe algorithm is investigated…

硬件体系结构 · 计算机科学 2021-10-25 Adam Hudec , Lukas Nagy , Martin Kovac , Viera Stopjakova

Micro-inverter technologies are becoming increasingly popular as a choice of grid connection for small-scale photovoltaic systems. Efficiently harvesting the maximum energy from a photovoltaic system reduces the Levelized cost for solar…

系统与控制 · 电气工程与系统科学 2020-09-15 Sean Ritson , Ahmad Elkhateb

Under Partial shading conditions (PSC), traditional MPPT methods such as, P&O, IncCon and SMC, cannot track down the Global MPP. Thus, the energy conversion of the PV modules will decrease. To overcome this drawback, two evolutionary…

系统与控制 · 电气工程与系统科学 2024-11-26 Yehia Lalili , Meriem Halimi , Toufik Bouden
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