A two-stage stochastic programming approach for planning of SVCs in PV microgrids under load and PV uncertainty considering PV inverters reactive power using Honey Badger algorithm
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作者:
Elazab, Rasha
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Helwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, EgyptHelwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, Egypt
Elazab, Rasha
[1
]
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Ser-Alkhatm, M.
[1
]
Abu Adma, Maged A.
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Helwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, EgyptHelwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, Egypt
Abu Adma, Maged A.
[1
]
Abdel-Latif, K. M.
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Helwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, EgyptHelwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, Egypt
Abdel-Latif, K. M.
[1
]
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[1] Helwan Univ, Fac Engn, Dept Elect Power & Machines Engn, Cairo, Egypt
In order to reduce the Static Var Compensators' (SVCs') initial investment costs and their anticipated yearly running costs, this paper offers a two-layer methodology for the allocation and sizing of the SVCs in radial distribution systems. First, the Power Loss (PLI) is used to choose the best candidate buses for allocating SVCs. A two-stage stochastic programming algorithm is then proposed to solve the sizing problem, with the Point Estimate Method (PEM) being used to account for the uncertainties in the PV and load powers. Analysis is also done on the advantages of combining the SVCs and the PV inverter's ability to provide reactive power. The optimi-zation problem is solved using Honey Badger Algorithm (HBA) and compared to Archimedes Optimization Al-gorithm (AOA), Beetle antenna based Grey Wolf Optimization (BGWO), Particle Swarm Optimization (PSO) and Genetic Algorithm (GA). The IEEE 33 and 69 radial bus systems have been used to validate the suggested methodology. The findings demonstrate that, HBA models delivered the best outcomes in terms of convergence characteristics and computation time. When considering the PV inverter's capability to provide reactive power, estimated yearly operating costs are reduced by 17.44 % and 36.36 % for compensations of 600 kVAR and 1,000 kVAR, respectively.
机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
Near East Univ, Fac Engn, TR-99138 Nicosia, North Cyprus, TurkeyUniv Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
Babaei, Ebrahim
Mohammadi-Ivatloo, Behnam
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Univ Tabriz, Fac Elect & Comp Engn, Tabriz 51666, IranUniv Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
Mohammadi-Ivatloo, Behnam
Rasouli, Mohammad
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Penn State Behrend, Dept Elect & Comp Engn, Erie, PA 16563 USAUniv Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Ding, Tao
Yang, Qingrun
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Yang, Qingrun
Yang, Yongheng
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Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, DenmarkXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Yang, Yongheng
Li, Cheng
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Li, Cheng
Bie, Zhaohong
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Bie, Zhaohong
Blaabjerg, Frede
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Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, DenmarkXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Ding, Tao
Liu, Shiyu
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Liu, Shiyu
Yuan, Wei
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机构:
Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Yuan, Wei
Bie, Zhaohong
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Bie, Zhaohong
Zeng, Bo
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Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
Near East Univ, Fac Engn, TR-99138 Nicosia, North Cyprus, TurkeyUniv Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
Babaei, Ebrahim
Mohammadi-Ivatloo, Behnam
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h-index: 0
机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz 51666, IranUniv Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
Mohammadi-Ivatloo, Behnam
Rasouli, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Behrend, Dept Elect & Comp Engn, Erie, PA 16563 USAUniv Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Ding, Tao
Yang, Qingrun
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Yang, Qingrun
Yang, Yongheng
论文数: 0引用数: 0
h-index: 0
机构:
Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, DenmarkXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Yang, Yongheng
Li, Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Li, Cheng
Bie, Zhaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
Bie, Zhaohong
Blaabjerg, Frede
论文数: 0引用数: 0
h-index: 0
机构:
Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, DenmarkXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Ding, Tao
Liu, Shiyu
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Liu, Shiyu
Yuan, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Yuan, Wei
Bie, Zhaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Bie, Zhaohong
Zeng, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China