energy storage;
distribution planning;
photovoltaic energy;
power systems;
losses;
optimization methods;
ENERGY-STORAGE;
OPTIMAL ALLOCATION;
RENEWABLE ENERGY;
VOLTAGE;
OVERVOLTAGE;
INTEGRATION;
D O I:
10.3390/su16177248
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The optimal sitting and operation of Battery Energy Storage Systems (BESS) plays a key role in energy transition and sustainability. This paper presents an optimization framework based on a Multi-period Optimal Power Flow (MOPF) for the optimal sitting and operation of BESS alongside PV in active distribution grids. The model was implemented in AMPL (A Mathematical Programming Language) and solved using the Knitro solver to minimize power losses over one week, divided into hourly intervals. To demonstrate the applicability of the proposed model, various analyses were conducted on a benchmark 33-bus distribution network considering 1, 2 and 3 BESS. Along with the reduction in power losses of up to 17.95%, 26% and 29%, respectively. In all cases, there was an improvement in the voltage profile and a more uniform generation curve at the substation. An additional study showed that operating over a one-week horizon results in an energy gain of 1.08 MWh per day compared to single daily operations. The findings suggest that the proposed model for optimal sitting and operation of BESS in the presence of Renewable Energy Sources (RES) applies to real-world scenarios.
机构:
Stanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Elect Power Res Inst EPRI, Palo Alto, CA 94304 USAStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Ashfaq, Sara
论文数: 引用数:
h-index:
机构:
El Myasse, Ilyass
Zhang, Daming
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Zhang, Daming
Musleh, Ahmed S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Musleh, Ahmed S.
Liu, Boyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Liu, Boyu
Telba, Ahmad A.
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Elect Engn Dept Engn, Riyadh 11421, Saudi ArabiaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Telba, Ahmad A.
Khaled, Usama
论文数: 0引用数: 0
h-index: 0
机构:
Aswan Univ, Fac Energy Engn, Elect Engn Dept, Aswan 81528, EgyptStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Khaled, Usama
Mahmoud, Mohamed Metwally
论文数: 0引用数: 0
h-index: 0
机构:
Aswan Univ, Fac Energy Engn, Elect Engn Dept, Aswan 81528, EgyptStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
机构:
Stanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Elect Power Res Inst EPRI, Palo Alto, CA 94304 USAStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Ashfaq, Sara
论文数: 引用数:
h-index:
机构:
El Myasse, Ilyass
Zhang, Daming
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Zhang, Daming
Musleh, Ahmed S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Musleh, Ahmed S.
Liu, Boyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Liu, Boyu
Telba, Ahmad A.
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Elect Engn Dept Engn, Riyadh 11421, Saudi ArabiaStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Telba, Ahmad A.
Khaled, Usama
论文数: 0引用数: 0
h-index: 0
机构:
Aswan Univ, Fac Energy Engn, Elect Engn Dept, Aswan 81528, EgyptStanford Univ, Carnegie Inst, Stanford, CA 94305 USA
Khaled, Usama
Mahmoud, Mohamed Metwally
论文数: 0引用数: 0
h-index: 0
机构:
Aswan Univ, Fac Energy Engn, Elect Engn Dept, Aswan 81528, EgyptStanford Univ, Carnegie Inst, Stanford, CA 94305 USA