Navigating the complexity of photovoltaic system integration: an optimal solution for power loss minimization and voltage profile enhancement considering uncertainties and harmonic distortion management
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作者:
Rakocevic, Stevan
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机构:
Univ Montenegro, Fac Elect Engn, Podgorica, Montenegro
Elect Power Co Montenegro, Hydroelect Power Plant Perucica, Niksic, MontenegroUniv Montenegro, Fac Elect Engn, Podgorica, Montenegro
Rakocevic, Stevan
[1
,2
]
Calasan, Martin
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机构:
Univ Montenegro, Fac Elect Engn, Podgorica, MontenegroUniv Montenegro, Fac Elect Engn, Podgorica, Montenegro
Calasan, Martin
[1
]
Vujosevic, Snezana
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机构:
Univ Montenegro, Fac Elect Engn, Podgorica, MontenegroUniv Montenegro, Fac Elect Engn, Podgorica, Montenegro
Vujosevic, Snezana
[1
]
Petronijevic, Milutin
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机构:
Univ Nis, Fac Elect Engn, Nish, SerbiaUniv Montenegro, Fac Elect Engn, Podgorica, Montenegro
Petronijevic, Milutin
[3
]
Aleem, Shady H. E. Abdel
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机构:
Inst Aviat Engn & Technol, Dept Elect Engn, Giza 12658, EgyptUniv Montenegro, Fac Elect Engn, Podgorica, Montenegro
Aleem, Shady H. E. Abdel
[4
]
机构:
[1] Univ Montenegro, Fac Elect Engn, Podgorica, Montenegro
[2] Elect Power Co Montenegro, Hydroelect Power Plant Perucica, Niksic, Montenegro
Harmonic distortion;
Photovoltaic system;
Power loss;
Power quality;
Uncertainties;
DISTRIBUTION NETWORKS;
DG UNITS;
ALLOCATION;
PV;
PLACEMENT;
ALGORITHM;
D O I:
10.1007/s00202-024-02693-1
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
This manuscript investigates the optimal placement and sizing of Photovoltaic (PV) systems within electrical distribution networks. The problem is formulated as a multiobjective optimization, seeking to simultaneously minimize power losses and enhance voltage profiles while accounting for uncertainties in PV power output, variations in consumer load demand, and the impact of PV inverter-induced harmonic current injection on power quality. The optimal solution is obtained via a Mixed-Integer NonLinear Programming (MINLP) approach, leveraging the Basic Open-source Nonlinear Mixed-Integer programming (BONMIN) solver embedded within the General Algebraic Modeling Systems (GAMS) platform. The performance of the proposed BONMIN-based methodology is evaluated through two case studies. In the first case, the BONMIN solver is employed for the optimal allocation and sizing of 1, 2, and 3 PVs in the IEEE 33-bus test system. The obtained optimal solutions are compared with those from popular metaheuristic algorithms-Particle Swarm Optimization (PSO), Gray Wolf Optimizer (GWO), Gravitational Search Algorithm (GSA), and Bat Algorithm (BAT), in terms of both objective function minimization and numerical efficiency. The results in the first case showed that 3 optimally placed PVs contributed to a 26.46% loss reduction and 38.18% voltage deviation reduction. The results demonstrate the superiority of the proposed approach, which achieves better optimal solutions with enhanced computational performance relative to metaheuristic alternatives. In the second case, the BONMIN solver is applied to the optimal PV integration problem in the real-world "Bijela" distribution network in Montenegro, where the results show that the optimal placement of 3 PVs contributes to a 22.49% loss reduction and a 28.14% voltage deviation reduction. Furthermore, the findings in the second case confirm the applicability of the BONMIN solver for optimal PV integration in realistic distribution network environments. Additionally, the simulation results indicated minimal negative impacts of optimally allocated and sized PVs on the power quality of the distribution network for both test systems.
机构:
Vellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, IndiaVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
Angalaeswari, S.
Sanjeevikumar, P.
论文数: 0引用数: 0
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机构:
Aalborg Univ, Dept Energy Technol, DK-6700 Esbjerg, DenmarkVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
Sanjeevikumar, P.
Jamuna, K.
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Vellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, IndiaVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
Jamuna, K.
Leonowicz, Zbigniew
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机构:
Wroclaw Univ Sci & Technol, Fac Elect Engn, Wyb Wyspianskiego 27, PL-50370 Wroclaw, PolandVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
机构:
Lead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Ayanlade, Samson Oladayo
Ariyo, Funso Kehinde
论文数: 0引用数: 0
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机构:
Obafemi Awolowo Univ, Fac Technol, Dept Elect & Elect Engn, Ife 220101, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Ariyo, Funso Kehinde
Jimoh, Abdulrasaq
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机构:
Obafemi Awolowo Univ, Fac Technol, Dept Elect & Elect Engn, Ife 220101, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Jimoh, Abdulrasaq
Akindeji, Kayode Timothy
论文数: 0引用数: 0
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机构:
Durban Univ Technol, Fac Engn & Built Environm, Smart Grid Res Ctr, Dept Elect Power Engn, ZA-4000 Durban, South AfricaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Akindeji, Kayode Timothy
Adetunji, Adeleye Oluwaseye
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机构:
Osun State Univ, Fac Engn & Environm Sci, Dept Elect & Elect Engn, Osogbo 210001, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Adetunji, Adeleye Oluwaseye
Ogunwole, Emmanuel Idowu
论文数: 0引用数: 0
h-index: 0
机构:
Cape Peninsula Univ Technol, Dept Elect Elect & Comp Engn, ZA-7535 Cape Town, South AfricaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
机构:
Vellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, IndiaVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
Angalaeswari, S.
Sanjeevikumar, P.
论文数: 0引用数: 0
h-index: 0
机构:
Aalborg Univ, Dept Energy Technol, DK-6700 Esbjerg, DenmarkVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
Sanjeevikumar, P.
Jamuna, K.
论文数: 0引用数: 0
h-index: 0
机构:
Vellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, IndiaVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
Jamuna, K.
Leonowicz, Zbigniew
论文数: 0引用数: 0
h-index: 0
机构:
Wroclaw Univ Sci & Technol, Fac Elect Engn, Wyb Wyspianskiego 27, PL-50370 Wroclaw, PolandVellore Inst Technol, Sch Elect Engn, Chennai Campus, Chennai 600127, Tamil Nadu, India
机构:
Lead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Ayanlade, Samson Oladayo
Ariyo, Funso Kehinde
论文数: 0引用数: 0
h-index: 0
机构:
Obafemi Awolowo Univ, Fac Technol, Dept Elect & Elect Engn, Ife 220101, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Ariyo, Funso Kehinde
Jimoh, Abdulrasaq
论文数: 0引用数: 0
h-index: 0
机构:
Obafemi Awolowo Univ, Fac Technol, Dept Elect & Elect Engn, Ife 220101, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Jimoh, Abdulrasaq
Akindeji, Kayode Timothy
论文数: 0引用数: 0
h-index: 0
机构:
Durban Univ Technol, Fac Engn & Built Environm, Smart Grid Res Ctr, Dept Elect Power Engn, ZA-4000 Durban, South AfricaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Akindeji, Kayode Timothy
Adetunji, Adeleye Oluwaseye
论文数: 0引用数: 0
h-index: 0
机构:
Osun State Univ, Fac Engn & Environm Sci, Dept Elect & Elect Engn, Osogbo 210001, NigeriaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria
Adetunji, Adeleye Oluwaseye
Ogunwole, Emmanuel Idowu
论文数: 0引用数: 0
h-index: 0
机构:
Cape Peninsula Univ Technol, Dept Elect Elect & Comp Engn, ZA-7535 Cape Town, South AfricaLead City Univ, Fac Engn & Technol, Dept Elect & Elect Engn, Ibadan 200255, Nigeria