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This article presents a study on the application of artificial neural networks (ANNs) for maximum power point tracking (MPPT) in photovoltaic (PV) systems using low-cost pyranometer sensors. The proposed approach integrates pyranometers,…

系统与控制 · 电气工程与系统科学 2025-12-29 Luiz Fernando M. Arruda , Moises Ferber , Diego Greff

Power-to-gas (P2G) can be employed to balance renewable generation because of its feasibility to operate at fluctuating loading power. The fluctuating operation of low-temperature P2G loads can be achieved by controlling the electrolysis…

应用物理 · 物理学 2019-01-09 Xuetao Xing , Jin Lin , Yonghua Song , Qiang Hu

An accurate and up-to-date model of a photovoltaic (PV) power plant is essential for its optimal operation and maintenance. However, such a model may not be easily available. This work introduces a novel approach for PV power plant mapping…

计算机视觉与模式识别 · 计算机科学 2025-12-23 Viktor Kozák , Jan Chudoba , Libor Přeučil

The photovoltaic system uses the photovoltaic array as a source of electrical power for the direct conversion of the sun radiation to direct current without any environmental hazards. The main purpose of this research is to design a…

信号处理 · 电气工程与系统科学 2018-08-08 Choo Kian Hoe , Aravind Chokalingam Vaithlingam , Rozita Teymourzadeh , Rajparthiban Rajkumar

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

This paper proposes an improved deep learning based maximum power point tracking (MPPT) in solar photovoltaic cells considering various time series based environmental inputs. Generally, artificial neural network based MPPT algorithms use…

系统与控制 · 电气工程与系统科学 2024-09-26 Palaash Agrawal , Hari Om Bansal , Aditya R. Gautam , Om Prakash Mahela , Baseem Khan

In this paper, the behavior of a photovoltaic (PV) system, with maximum power point tracking (MPPT) connected to three-phased grid has been investigated. A voltage source inverter (VSI) has been used to connect the photovoltaic system to…

应用物理 · 物理学 2017-06-29 Ehsan Gholami , Arzhang Eradat , Hamed Fotoohabadi

Distributed Generation (DG) is an effective way of integrating renewable energy sources to conventional power grid, which improves the reliability and efficiency of power systems. Photovoltaic (PV) systems are ideal DGs thanks to their…

最优化与控制 · 数学 2017-09-28 Zhehan Yi , Wanxin Dong , Amir H. Etemadi

Photomultiplier tubes (PMTs) are widely deployed at neutrino and dark matter experiments for photon counting. When multiple photons hit a PMT consecutively, their photo-electron (PE) pulses pile up to hinder the precise measurements of the…

高能物理 - 实验 · 物理学 2025-09-12 Yuyi Wang , Aiqiang Zhang , Yiyang Wu , Benda Xu , Xuewei Liu , Jiajie Chen , Zhe Wang , Shaomin Chen

In this paper, we propose a novel minimum gravitational potential energy (MPE)-based algorithm for global point set registration. The feature descriptors extraction algorithms have emerged as the standard approach to align point sets in the…

计算机视觉与模式识别 · 计算机科学 2020-06-15 Zijie Wu , Yaonan Wang , Qing Zhu , Jianxu Mao , Haotian Wu , Mingtao Feng , Ajmal Mian

A simple step and search control strategy for extracting maximum output power from grid connected Variable Speed Wind Energy Conversion System (VSWECS) is implemented in this work. This system consists of a variable speed wind turbine…

系统与控制 · 计算机科学 2014-03-25 V. Karthikeyan , V. J. Vijayalakshmi , P. Jeyakumar

Photovoltaic (PV) systems have received much attention in recent years due to their ability of efficiently converting solar power into electricity, which offers important benefits to the environment. PV systems in regions with high solar…

物理与社会 · 物理学 2018-10-17 Sri Rama Phanindra Chitturi , Ekanki Sharma , Wilfried Elmenreich

Modern power systems are characterized by low inertia and fast voltage dynamics due to the increase of sources connecting via power electronics and the removal of large traditional thermal generators. Power electronics are commonly equipped…

系统与控制 · 电气工程与系统科学 2023-04-27 Pol Jané-Soneira , Ionela Prodan , Albertus Johannes Malan , Sören Hohmann

In this paper, two maximum power point tracking (MPPT) methods for Fuel Cell (FC) systems based on Adaptive Neuro-Fuzzy Inference Systems (ANFIS) and Imperialist Competitive Algorithm trained Neural Network (ICANN) are presented. The first…

系统与控制 · 电气工程与系统科学 2021-07-09 Mohammad Sarvi , Masoud Safarishaal

The mismatching phenomenon is one of the main issues in photovoltaic (PV) applications. It could reduce the generated power of a string when a PV panel has different performances from the other PV panels connected to the same string.…

系统与控制 · 电气工程与系统科学 2024-01-25 David Lopez del Moral , Andres Barrado , Marina Sanz , Antonio Lazaro , Pablo Zumel

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

Solar power becomes one of the most promising renewable energy resources in recent years. However, the weather is continuously changing, and this causes a discontinuity of energy generation. PV Power forecasting is a suitable solution to…

信号处理 · 电气工程与系统科学 2019-10-22 Mohamed Massaoudi , Ines Chihi , Lilia Sidhom , Mohamed Trabelsi , Shady S. Refaat , Fakhreddine S. Oueslati

Fast dynamics and transient events are becoming more and more frequent in power systems, due to the high penetration of renewable energy sources and the consequent lack of inertia. In this scenario, Phasor Measurement Units (PMUs) are…

系统与控制 · 电气工程与系统科学 2023-06-01 Guglielmo Frigo , Paolo Attilio Pegoraro , Sergio Toscani

Agrivoltaic systems--photovoltaic (PV) panels installed above agricultural land--have emerged as a promising dual-use solution to address competing land demands for food and energy production. In this paper, we propose a model predictive…

系统与控制 · 电气工程与系统科学 2026-03-26 Anna Stuhlmacher , Panupong Srisuthankul , Johanna L. Mathieu , Peter Seiler

Transformerless grid-connected solar photovoltaic (PV) systems have given rise to more research and commercial interests due to their multiple merits, e.g., low leakage current and small size. In this paper, a model-predictive-control…

最优化与控制 · 数学 2018-07-30 Abdulrahman J. Babqi , Zhehan Yi , Di Shi , Xiaoying Zhao