Research Article
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Simultaneous integration of photovoltaic distributed generation and distribution static compensators for technical performance enhancement in distribution networks using PSO with velocity pausing and adaptive strategy

Year 2025, Volume: 9 Issue: 4, 380 - 404, 24.12.2025
https://doi.org/10.30521/jes.1756747

Abstract

The simultaneous integration of Distributed Generations (DGs) and Distribution Static Compensator (DSTATCOM) improves the operation of distribution systems and introduces multiple technical dimensions. The paper proposes a procedure for optimal integration of Photovoltaic Distributed Generation (PVDG) and Distribution Static Compensator (DSTATCOM) in Radial Distribution Systems (RDSs). The procedure is formulated as a composite objective function (COF). From the technical point of view, total active power losses (TAPL), total voltage deviation (TVD), voltage stability index (VSI), and voltage profile improvement level are considered. The method consists of a hybrid improvement technique combining velocity pausing and adaptive strategy (VAS) with a so-called PSO algorithm to enhance the solution quality of the proposed algorithm in comparison with other algorithms mentioned in the literature. The efficiency of the method is examined for 3 cases with a test setup having IEEE 33-bus and 69-bus RDSs. According to tests, the hybrid VAS-PSO algorithm shows that the simultaneous allocation of multiple PVDG and DSTATCOM in all standard test systems significantly achieves the lowest COF value (reduces the TAPL and TVD and enhances the voltage profile and VSI Compare) and presents better performance than the other tested algorithms. Besides, that the ability to allocate PVDG and DSTATCOM optimally while maintaining a voltage profile level within the permissible limit, where the TAPL and TVD decreased to 94.43% and 91.45%, respectively under the IEEE 33 bus and to 97.96% and 93.16% for the IEEE 69 bus is achieved for various scenarios using the proposed hybrid VAS-PSO algorithm.

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There are 38 citations in total.

Details

Primary Language English
Subjects Electrical Energy Transmission, Networks and Systems
Journal Section Research Article
Authors

Youcef Kachaou This is me 0009-0000-2626-7908

Manel Bidi 0009-0005-2969-9198

Ishak Aloui This is me 0009-0004-5656-6799

Submission Date August 2, 2025
Acceptance Date December 2, 2025
Early Pub Date December 24, 2025
Publication Date December 24, 2025
Published in Issue Year 2025 Volume: 9 Issue: 4

Cite

Vancouver Kachaou Y, Bidi M, Aloui I. Simultaneous integration of photovoltaic distributed generation and distribution static compensators for technical performance enhancement in distribution networks using PSO with velocity pausing and adaptive strategy. Journal of Energy Systems. 2025;9(4):380-404.

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Editor in Chief

Prof. Dr. Erol KURT took his M.Sc. degree from the Inst. Science &
Technology, Gazi University in Ankara, Turkey in 2001 on Experimental Physics. He was
awarded by an European Graduate Collage Grant during his Ph.D study at the Inst. Physics &
Math., Bayreuth University in Germany. He completed his Ph.D. degree in 2004 on the
instabilities of rotating magnetic fluids and worked at Turkish Atomic Energy Authority R&D
Department for 3 years. Afterwards, He was assigned to the position of Assoc. Prof., at
Technology Faculty, Gazi University. His main research areas include energy systems design &
implementation, nonlinear phenomena in electrical/electronic circuits, electric machine design,
mechanical vibrations, chaos, plasmas and magneto-hydrodynamics.

He is founder chairman to 3 serial conferences, namely European Conference on Renewable
Energy Systems (ECRES – www.ecres.net ), International Conference on Mechanical
Engineering (ICMECE – www.icmece.org ) and Interdisciplinary Conference on Electrics &
Computer (www.intcec.org ).

He has been/is guest editor for many reputable journals including Q1, Q2,Q3
and Q4 journals. He is the Founder, Owner and Editor-in-Chief to a SCOPUS-indexed scientific
referred academic journal, Journal of Energy Systems (dergipark.org.tr/jes) and the member of
Turkish Science Research Foundation (TUBAV). Ha has been supervisor to many PhD, MSc
thesis and internationally and also supervising person for energy issues for the companies in
the country. He taught many physics and engineering courses in undergraduate and graduate
levels in the university. He is also conducting 2 Labs on energy systems and Electromagnetics
in Technology Faculty, which graduates engineers. He has 4 national patents and 1 utility model
on energy machines. He conducted many national research projects including TUBITAK and
university ones and international projects including Erasmus projects. He is one of the editors of
highly-cited book on energy, namely Energy Harvesting and Energy Efficiency: Technology, Methods, Applications”, 2017, Springer, UK. He also wrote a national book on Chaotic Dynamics
and translated a well-known Schauma’s Physics Book Series to Turkish. In addition, many book chapters were translated in Schauma’s Physics Book Series.

According to international ScholarGPS records, Prof. Dr. Erol Kurt is among leading 6,443 scientists and leading top scholar 2,034 prior to 5 years on “energy” world-widely.

Engineering

Editor

Information and Computing Sciences, Intelligent Robotics, Software Engineering (Other), Education, Engineering Education

Editorial Board

Machine Learning Algorithms
Modelling and Simulation, Electrical Engineering
Materials Science and Technologies

Born in 1949 in Ankara. He graduated from METU Mechanical Eng. He graduated from METU Mechanical Engineering Department in 1970 with High Honor degree. In 1971-1972, he studied fluid mechanics and aerodynamics at the NATO von Karman Institute in Brussels with a TÜBİTAK NATO scholarship and graduated with honors. In 1973 he received his M.Sc. degree and in 1979 his Ph. 1981 TUBITAK Incentive Award winner Kılkış retired as a Professor from METU Department of Mechanical Engineering in 1999. Department of Mechanical Engineering in 1999. He prepared six TSE Standards for Heat Pumps in the 1980s. He is a member of various technical committees of ASHRAE. In 2003, Kılkış was promoted to ASHRAE Fellow for his international achievements and in 2004 he was elected Distinguished Lecturer. In 2008, he received Distinguished Service and Exceptional Service awards. He is a member of Green Energy Council, Int. Journal of Green Energy and Exergy and an observer member of the IEA Heat Pump Program. He is also a revisor of ASHRAE handbooks. He is an international expert on green and sustainable buildings and has exergy-based analyses on carbon dioxide emissions, energy performance, exergy rationality and district energy systems. He holds patents on New Generation Hybrid Solar Energy Systems and Heat Pumps. He is the Second President of the European Renewable Energy Sources Heating and Cooling Council (RHC) and prepares reports on carbon dioxide reduction for the EU Presidency. Kılkış, who has realized the Mechanical Design Consultancy of Turkey's first LEED Platinum Building, has also served as the 13th Chairman of the Board of Directors of the Turkish Society of Plumbing Engineers. He has over 600 original publications. He has been a faculty member at METU, Gannon University and University of Missouri Rolla in the USA, and Başkent University. He is currently a regional distinguished lecturer of ASHRAE.

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Mechanical Engineering
Energy Systems Engineering, Solar Energy Systems, Thermal Power Systems
Physical Sciences, Electrostatics and Electrodynamics, Condensed Matter Characterisation Technique Development
Chemical Sciences, Electrochemistry, Macromolecular Materials, Polymerisation Mechanisms, Electrochemical Energy Storage and Conversion, Organic Semiconductors, Polymer Physics

Nicu BIZON received a five-year degree in electronic engineering from the University “Polytechnic” of Bucharest, Romania, in 1986, and the PhD degree in Automatic Systems and Control from the same university, in 1996. Firstly, he was in hardware design with the Dacia Renault SA, Romania. Currently, he is Professor with the University of Pitesti, Romania, being dean of the Faculty of Electronics, Communication and Computers from 2012.
Previously, he was the general manager of the "Muntenia" Training Centre (CFM) during 2000-2004. He participated in training activities for trainers, obtaining 18 professional certificates in science, engineering, management, EU law, and EU languages. He remain until now a lecturer for this Training Centre, being implied in e-Learning courses, too Also, he was head of University Research Department (2004-2008) and Executive Director of the Research Centre "Modeling and simulation processes and systems" (2008-2012), being manager of two project in field of Green and Hydrogen Energy, and team members in other four
projects in the same field.
He is editor of six books in field of Green Energy: Advances in Energy Research: Energy and Power Engineering Advances in Energy Research: Distributed Generation systems integrating Renewable Energy Resources, Optimized Systems for Green Power Conversion, Fundamentals of Electromagnetic Compatibility: Theory and Practice, Modeling of Inverter Systems supplied by Fuel Cells, Power Converters for Energy Generation Systems, published by Nova Science Publishers, Inc., USA (2), MatrixROM Publishing house, Bucharest, Romania (2), and University of Pitesti Publishing house (2). His current research interests include the broad area of nonlinear systems, on both dynamics and control applied in the Green Energy field. He was authored or co-authored of several papers (over to 100) in journals (ISI web of knowledge or data base indexed) or international conferences proceedings.
The Faculty of Electronics, Communication and Computers has four programs certified: Electromechanics, Applied Electronics, Computers, and Networks and Software for Communication. He, the teachers and students were involved in various EU programs.
He has expertise in field of renewable energy, being evaluator of Research Projects for FP7 Programme , EVAL-INCO Programme, EACI Programme, NSRF 2007-2013 (Greece), CNCSIS Ideas and ANCS PN II Programme (Romania).

Modelling and Simulation, Electrical Energy Generation (Incl. Renewables, Excl. Photovoltaics), Electronics, Control Engineering, Hybrid and Electric Vehicles and Powertrains
Environmental Engineering
Nuclear Physics, Plasma Physics; Fusion Plasmas; Electrical Discharges, Radiophysics, Probability Theory, Energy

Editorial Secretary

Electrical Engineering

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