Modeling and Optimal Sizing of a Standalone Photovoltaic System

Language: English

Published by LAP LAMBERT Academic Publishing Nov 2025, 2025

6209172784 / 9786209172786

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This item is printed on demand - Print on Demand Titel. Neuware -This book presents the development of new techniques for modeling and determining the optimal sizing of the standalone PV system. The research is implemented in two phases in which in the first phase, a novel approach is proposed for predicting the PV array performance using the Random Forests (RFs) technique. The developed RFs model predicts the output current of the PV array based on four inputs meteorological variables, namely, solar energy, ambient temperature, day number and daily hours. In the second phase, an improved numerical algorithm is developed for optimizing the energy sources in the standalone PV system. An optimization problem is formulated to minimize the total life cycle cost of the standalone PV system subject to specific availability level. Then an iterative numerical algorithm is used to generate different system configurations with different prices and availability levels based on the input meteorological and load demand data. The concept of loss of load probability (LLP) is employed to evaluate the availability of each generated configuration and then only configurations with the desired availability are nominated.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 168 pp. Englisch.

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Bibliographic details

Title
Modeling and Optimal Sizing of a Standalone Photovoltaic System
Author
Ibrahim Anwar Ibrahim
Publisher
LAP LAMBERT Academic Publishing Nov 2025
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6209172784
ISBN 13
9786209172786
Item weight
268 grams
Dimensions
220x150x11 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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