Reward-Punishment based User Utility Maximization Model for Optimal Real-time Pricing in Electricity Energy Supply
被引:4
作者:
Wang, Lele
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机构:
Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R ChinaShandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
Wang, Lele
[1
]
Chen, Jia-Jia
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机构:
Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R ChinaShandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
Chen, Jia-Jia
[1
]
Zeng, Shunqi
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机构:
Guangzhou Power Supply Bur Co Ltd, Guangzhou 510620, Guangdong, Peoples R ChinaShandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
Zeng, Shunqi
[2
]
Liu, Lei
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机构:
Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R ChinaShandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
Liu, Lei
[1
]
Peng, Ke
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机构:
Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R ChinaShandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
Peng, Ke
[1
]
机构:
[1] Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
[2] Guangzhou Power Supply Bur Co Ltd, Guangzhou 510620, Guangdong, Peoples R China
来源:
2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT)
|
2020年
Due to uncertainty factors such as renewable energy, imbalance between supply and demand has a great impact on the stable operation of the smart grid. The demand response (DR) program can effectively solve the imbalance issue by guiding users to adopt reasonable electricity consumption manner. In addition, users should be able to benefit from participating in DR by changing the habit of using energy. In the present study, a dynamic reward-punishment based user utility maximization model is proposed for optimal real-time pricing (RTP) in electricity energy supply to reach the supply-demand balance and provide the optimal reward and punishment for users. Based on the dynamic reward and punishment mechanism, the proposed model can obtain the optimal electricity consumption by maximizing user utility and encourage users to adopt a reasonable electricity consumption manner. From the perspective of algorithm implementation, a distributed algorithm is proposed to achieve the purpose of the supply-demand balance with the optimal electricity price and optimal electricity consumption. The simulation results show that the proposed utility model and distributed algorithm are reasonable and effective in dealing with the imbalance problem between supply and demand.
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Deng, Ruilong
Yang, Zaiyue
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机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Yang, Zaiyue
Chow, Mo-Yuen
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机构:
N Carolina State Univ, Dept Elect Engn, Raleigh, NC 27606 USAZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Chow, Mo-Yuen
Chen, Jiming
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机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Deng, Ruilong
Yang, Zaiyue
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Yang, Zaiyue
Chow, Mo-Yuen
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Dept Elect Engn, Raleigh, NC 27606 USAZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Chow, Mo-Yuen
Chen, Jiming
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China