Zagazig University Digital Repository
Home
Thesis & Publications
All Contents
Publications
Thesis
Graduation Projects
Research Area
Research Area Reports
Search by Research Area
Universities Thesis
ACADEMIC Links
ACADEMIC RESEARCH
Zagazig University Authors
Africa Research Statistics
Google Scholar
Research Gate
Researcher ID
CrossRef
Artificial ecosystem-based optimiser to electrically characterise PV generating systems under various operating conditions reinforced by experimental validations
Faculty
Engineering
Year:
2021
Type of Publication:
ZU Hosted
Pages:
Authors:
Mohammed Abdelhamied Abdelnaeem
Staff Zu Site
Abstract In Staff Site
Journal:
IET renewable power generation Wiley
Volume:
Keywords :
Artificial ecosystem-based optimiser , electrically characterise , generating
Abstract:
Efficient modelling of photovoltaic (PV) generating units' characteristics to investigate their steady-state and dynamic impacts on the performances of power systems and electric drives is essential. The current work aims at developing an effective tool based on artificial ecosystem optimiser (AEO) to define (optimally) the uncertain parameters of PV generating units. The root mean squared deviations (RMSDs) along with the predefined inequality constraints formulate the optimization problem to be solved by the AEO. Initially, two test cases with different PV technologies are demonstrated complete with their relevant discussions and necessary validations. At a later stage, real measurements (followed the procedures of IEC 60904) of a commercial PV module namely Ultra 85-P of Shell PowerMax are made for further experimental validations of the AEO results. Various operating temperatures and sun irradiance levels are investigated among the simulated scenarios. The statistical validations along with predefined indices plus comparisons to other competing methods appraise the results obtained by the AEO. It can be confirmed that the AEO is able to produce best values of unidentified parameters of the PV units with different solar technologies under study with lesser values of RMSDs among other optimisers.
Author Related Publications
Mohammed Abdelhamied Abdelnaeem , "Effective damping of local low frequency oscillations in power systems integrated with bulk PV generation", Springer, 2021
More
Mohammed Abdelhamied Abdelnaeem , "Model parameters extraction of solid oxide fuel cells based on semi-empirical and memory-based chameleon swarm algorithm", Wiley, 2021
More
Mohammed Abdelhamied Abdelnaeem , "Efficient frequency regulation in highly penetrated power systems by renewable energy sources using stochastic fractional optimizer", The Institution of Engineering and Technology (IET), 2019
More
Mohammed Abdelhamied Abdelnaeem , "Adaptive Secondary Voltage Control by VAR Resources Set Point Optimization", Engineering and Scientific Research Groups (ESR Groups), 2010
More
Mohammed Abdelhamied Abdelnaeem , "Parameter Extraction of Photovoltaic Generating Units Using Multi-Verse Optimizer", Elsevier, 2016
More
Department Related Publications
Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini Order Reduction in Dynamic Modeling of Power System Control", لايوجد, 1900
More
Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini Exact Transformed Decoupled Optimal Power Flow", لايوجد, 1900
More
Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini A fast Algorithm for Optimal Operation of Large Scale Power Systems", لايوجد, 1900
More
Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini Contingency Ranking with a Variable Weighting Coefficients Performance index", لايوجد, 1900
More
Mahdy Mohamed Mahdy Mohamed Elareny, "Mahdi M. M. El - Arini Fuzzy C-Means clustering algorithm application in identification of coherent groups of generators for large scale power systems", لايوجد, 1900
More
جامعة المنصورة
جامعة الاسكندرية
جامعة القاهرة
جامعة سوهاج
جامعة الفيوم
جامعة بنها
جامعة دمياط
جامعة بورسعيد
جامعة حلوان
جامعة السويس
شراقوة
جامعة المنيا
جامعة دمنهور
جامعة المنوفية
جامعة أسوان
جامعة جنوب الوادى
جامعة قناة السويس
جامعة عين شمس
جامعة أسيوط
جامعة كفر الشيخ
جامعة السادات
جامعة طنطا
جامعة بنى سويف