The integration of demand response programs (DRP) into the microgrid energy management system can enhance the load characteristics by enabling the active participation of consumers to achieve techno-economic benefits. From the microgrid operator's perspective, these DRP can optimize the revenue and accelerate return on investment. The previous research studies do not accurately represent modelling load responsiveness and price elasticities while implementing demand response programs. The accurate assessment of consumer behaviour to market price changes is paramount while modelling the price elasticities. With this viewpoint, a new microgrid energy management problem is proposed with the integration of flexible price elasticity based incentive-driven DRP in this research work. Further, the network flow constraints are considered to evaluate power losses and voltage deviation at each node of the modified IEEE-33 and IEEE-38 bus distribution networks. The comprehensive load model with the combination of linear and nonlinear conservative load responsive models is adopted and derived for each incentive-driven DRP by considering the nonlinear incentive and penalty model. Nine possible demand response scenarios were created, and techno-economic performance indices for each scenario were evaluated. Finally, the Fuzzy Analytic Hierarchy Program is adopted to choose the best alternative based on each techno-economic criterion. The recently reported swarm optimizer Sparrow Search Algorithm is devised for the first time in the microgrid literature to solve the above-proposed microgrid energy management problem. The obtained results are compared with existing metaheuristics to test the algorithm performance.
机构:
Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON, CanadaKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
Ahmed, Mohammed Hassan
;
Rivera, Sergio
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Univ Nacl Colombia, Elect & Elect Engn Dept, Bogota, ColombiaKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
Rivera, Sergio
;
El Moursi, Mohammed Shawky
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Khalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab EmiratesKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
El Moursi, Mohammed Shawky
;
Salama, Mohamed M. A.
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Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON, CanadaKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
Salama, Mohamed M. A.
;
Alsumaiti, Tareefa
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United Arab Emirates Univ, Geog & Urban Planning Dept, Al Ain, U Arab EmiratesKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
机构:
Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON, CanadaKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
Salama, Magdy
;
El-Moursi, Mohamed
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机构:
Khalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab EmiratesKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
El-Moursi, Mohamed
;
Alsumaiti, Tareefa S.
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United Arab Emirates Univ, Geog & Urban Planning Dept, Al Ain, U Arab EmiratesKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
Alsumaiti, Tareefa S.
;
Matzband, Mousa
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Northumbria Univ, Math Phys & Elect Engn Dept, Newcastle, EnglandKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
机构:
Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, CanadaKhalifa Univ, Adv Power & Energy Ctr, Dept Elect & Comp Engn, Abu Dhabi, U Arab Emirates
Salama, M. M. A.
;
Konda, Srikanth Reddy
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Khalifa Univ, Dept Elect & Comp Engn, Abu Dhabi, U Arab EmiratesKhalifa Univ, Adv Power & Energy Ctr, Dept Elect & Comp Engn, Abu Dhabi, U Arab Emirates
Konda, Srikanth Reddy
;
Kavousi-Fard, A.
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机构:
Univ Michigan, Dept Elect & Comp Engn, Dearborn, MI 48126 USAKhalifa Univ, Adv Power & Energy Ctr, Dept Elect & Comp Engn, Abu Dhabi, U Arab Emirates
机构:
Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON, CanadaKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
Ahmed, Mohammed Hassan
;
Rivera, Sergio
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nacl Colombia, Elect & Elect Engn Dept, Bogota, ColombiaKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
Rivera, Sergio
;
El Moursi, Mohammed Shawky
论文数: 0引用数: 0
h-index: 0
机构:
Khalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab EmiratesKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
El Moursi, Mohammed Shawky
;
Salama, Mohamed M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON, CanadaKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
Salama, Mohamed M. A.
;
Alsumaiti, Tareefa
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h-index: 0
机构:
United Arab Emirates Univ, Geog & Urban Planning Dept, Al Ain, U Arab EmiratesKhalifa Univ, Elect & Comp Sci Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
机构:
Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON, CanadaKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
Salama, Magdy
;
El-Moursi, Mohamed
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h-index: 0
机构:
Khalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab EmiratesKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
El-Moursi, Mohamed
;
Alsumaiti, Tareefa S.
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h-index: 0
机构:
United Arab Emirates Univ, Geog & Urban Planning Dept, Al Ain, U Arab EmiratesKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
Alsumaiti, Tareefa S.
;
Matzband, Mousa
论文数: 0引用数: 0
h-index: 0
机构:
Northumbria Univ, Math Phys & Elect Engn Dept, Newcastle, EnglandKhalifa Univ, Adv Power & Energy Ctr, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
机构:
Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, CanadaKhalifa Univ, Adv Power & Energy Ctr, Dept Elect & Comp Engn, Abu Dhabi, U Arab Emirates
Salama, M. M. A.
;
Konda, Srikanth Reddy
论文数: 0引用数: 0
h-index: 0
机构:
Khalifa Univ, Dept Elect & Comp Engn, Abu Dhabi, U Arab EmiratesKhalifa Univ, Adv Power & Energy Ctr, Dept Elect & Comp Engn, Abu Dhabi, U Arab Emirates
Konda, Srikanth Reddy
;
Kavousi-Fard, A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Elect & Comp Engn, Dearborn, MI 48126 USAKhalifa Univ, Adv Power & Energy Ctr, Dept Elect & Comp Engn, Abu Dhabi, U Arab Emirates