Multi-objective optimal allocation strategy for the energy internet in Huangpu District, Guangzhou, China
Pei LI, Guotian CAI, Yuntao ZHANG, Shangjun KE, Peng WANG, Liping GAO
Multi-objective optimal allocation strategy for the energy internet in Huangpu District, Guangzhou, China
To improve the overall efficiency of the energy system, the basic structure for the energy internet of coordination and optimization of “generation-grid-load-storage” of Huangpu District, Guangzhou, China is designed, while the arrangement for the output of centralized and distributed energy module and energy storage are proposed. Taking economic benefit maximization, environmental benefit maximization and energy efficiency maximization as sub-objectives, the mathematical model of multi-objective optimal allocation and operation strategy of the energy internet is established considering supply-demand balance constraints, equipment characteristic constraints, operation mode constraints, and energy conditions constraints. The calculation results show that without considering the outsourced electricity, the balanced strategy, the economic development strategy, the environmental protection strategy, and the energy efficiency strategy are obtained by calculation, which are all superior to the traditional energy supply strategy. Moreover, considering the outsourced electricity, the proportion of outsourced electricity to total electricity is 19.8%, which is the system optimization of the energy internet under certain power demand. Compared with other strategies without outsourced electricity, the outsourced electricity strategy can have a certain emission reduction effect, but at the same time reduce the economic benefit. Furthermore, the huge difference in demand for thermal and cooling load between industrial and commercial areas results in the installed capacity of gas distributed energy stations in industrial areas being nearly twice as large as that in commercial areas. The distributed photovoltaic power generation is allocated according to the proportion of the installed roof areas of photovoltaic power generation system in residential, industrial, and commercial areas.
generation-grid-load-storage / energy internet / economy-environment-energy efficiency / multi-objective optimal allocation / mathematical model
[1] |
Zha Y, Zhang T, Tan S, Huang Z, Wang W G. Understanding and thinking of the energy internet. National Defense Technology, 2012, 33(05): 1–6 (in Chinese)
|
[2] |
Li J, Song F, Yu X. Research on global energy interconnection backbone grid planning. Journal of Global Energy Interconnection, 2018, 1(5): 527–536 (in Chinese)
|
[3] |
Zhang J, Liu X, Zhang S, Wang W, Shen P, Zhang J, Li B, Qin B, Dai P. Studies on priority areas of standard system for global energy interconnection (GEI). Distribution & Utilization, 2018, 35(08): 61–66 (in Chinese)
|
[4] |
Chang Y. On the legal constraints and the opportunities of global energy interconnection. Hebei Law Science, 2018(08): 14–24 (in Chinese)
|
[5] |
Zhao Q, Feng J, Jin Y, Wang X, Tan X. Assessment of environmental benefits under the background of global energy interconnection. Journal of Global Energy Interconnection, 2018, 1(S1): 257–262 (in Chinese)
|
[6] |
Xia Y, Dong C, Li P, Jiang Y, Zou Y, Zhou B, Jia J. Construction scheme for park energy internet based on natural gas power generation. New Energy, 2017, 45(11): 19–23 (in Chinese)
|
[7] |
Xu X, Jia H, Jin X, Yu X, Mu Y. Study on hybrid heat-gas-power flow algorithm for integrated community energy system. Proceedings of the CSEE, 2015, 35(14): 3634–3642 (in Chinese)
|
[8] |
Yang P, Chen W, Zhang J, Kang L, Luo Z. Research on energy efficiency evaluation index system of the energy internet in industry park. Science and Technology Innovation Herald, 2017, 14(25): 157–160 (in Chinese)
|
[9] |
Liu D, Cao M, Li W, Chen F, Deng Y, Weng J. Development trends in urban energy internet technology. Distribution & Utilization, 2018, 35(11): 34–37 (in Chinese)
|
[10] |
Pu T, Liu K, Chen N, Ge X,Yu J, Wang D, Wang W. Design of ADN based urban energy internet architecture and its technological issues. Proceedings of the CSEE, 2015, 35(14): 3511–3521 (in Chinese)
|
[11] |
Federal Ministry of Economics and Energy of German. E-Energy. 2016–01–20, available at website of e-energy.de/en/index.php
|
[12] |
Ding Z, Chen B, Zhou Y, Xia T, Zou J, Hu X. The research on operation optimization of regional energy internet based on detailed model. Renewable Energy Resources, 2018, 36(09): 1362–1368
|
[13] |
Liu X, Wu H. A Control strategy and operation optimization of combined cooling heating and power system considering solar comprehensive utilization. Automation of Electric Power Systems, 2015, 39(12): 1–6 (in Chinese)
|
[14] |
Ren H, Deng D, Wu Q, Liu J. Collaborative optimization of distributed energy network based on electricity and heat interchanges. Proceedings of the CSEE, 2018, 38(14): 4023–4034 (in Chinese)
|
[15] |
Zhang Y, Shen H, Ma J. Load characteristic analysis and application research on integrated energy system. Electric Power Construction, 2018, 39(09): 18–29 (in Chinese)
|
[16] |
Cuo S, Zhao H, Zhao M, Zhang Y, Zhao H. Optimal selection model for multi-class heterogeneous electrical energy storage systems. New Energy, 2018, 46(10): 11–17 (in Chinese)
|
[17] |
Zeng M, Yang Y, Liu D, Zeng B, Ouyang S, Lin H, Han X. “Generation-grid-load-storage” coordinative optimal operation mode of energy internet and key technologies. Power System Technology, 2016, 40(1): 114–124 (in Chinese)
|
[18] |
Bhattacharyya S C. Energy Economics—Concepts, Issues, Markets and Governance. Beijing: Economy & Management Publishing House, 2015
|
[19] |
Xu J. Regional energy internet operation control technology research. Dissertation for the Master’s Degree. Chengdu: Southwest Jiaotong University, 2017 (in Chinese)
|
[20] |
Shen Y. Method of energy supply system configuration optimization in industrial park. Dissertation for the Master’s Degree. Chongqing: Chongqing University, 2016 (in Chinese)
|
[21] |
Guangdong Provincial Department of Ecological Environment. Notice of the Guangdong Provincial Department of Ecological Environment on the Opinions on Soliciting the Action Plan for Winning the Blue Sky Defense in Guangdong Province (2018–2020). 2018-7-19, available at website of Guangdong Provincial Department of Ecological Environment (in Chinese)
|
[22] |
Guangzhou Power Supply Bureau Co. Ltd. Study on Guangzhou Power Supply Balance and Self-sufficiency Rate. Research Report. Guangzhou: Guangzhou Power Supply Bureau Co., Ltd, 2018 (in Chinese)
|
[23] |
Zhang Y, Liao C, Zhao D, Wang P. Solar energy resource potential assessment for industrial rooftop area: a case study of Huangpu. In: 2018 International Conference on Power, Energy and Environmental Engineering, Wuhan, China, 2018
|
[24] |
Guangzhou Research Institute of Environmental Protection Science. Environmental Impact on Guangzhou 13th Five-Year Plan for Energy. Research Report. Guangzhou: Guangzhou Research Institute of Environmental Protection Science, 2016 (in Chinese)
|
[25] |
Statistics Bureau of Guangzhou Municipality. Guangzhou Statistical Yearbook. Guangzhou: China Statistics Press, 2016–2018 (in Chinese)
|
[26] |
Liang Z, Chen Y, Xiao X, Fan L, Luo X. Analysis on characteristics of cooling, heating and power loads of three commercial buildings in Guangzhou. Building Science, 2012, 28(8): 13–20
|
[27] |
Zhang X. The method of industrial park heating load prediction. In: Proceedings of 2005 Academic Conference of Shanghai Society of Refrigeration. Shanghai Society of Refrigeration, Chinese association of Refrigeration, Shanghai, 2005: 4
|
[28] |
Polaris Power Network News Center. Super complete! Cost statistics of various types of power plants. 2018–7-25, available at website of news.bjx.com.cn (in Chinese)
|
[29] |
EIA. Annual Energy Outlook. 2019, available at website of eia.gov
|
[30] |
Guangdong Provincial Development and Reform Commission. Notice of the Guangdong Provincial Development and Reform Commission on Improving the On-grid Electricity Price of Coal-fired Power Generation Enterprises in Our Province (Guangdong Provincial Development and Reform Commission. Price [2017] No. 507). 2017-7-14, available at website of Guangdong Provincial Development and Reform Commission (in Chinese)
|
[31] |
Guangdong Provincial Development and Reform Commission. Notice on Matters Related to Reducing the On-grid Price of Natural Gas Power Generation. 2018-7-1, available at website of Guangdong Provincial Development and Reform Commission (in Chinese)
|
[32] |
National Development and Reform Commission. Notice of the National Development and Reform Commission on Improving the Price Policy for Waste Incineration Power Generation (Guangdong Price [2012] No. 170). 2012–4-1, available at website of National Development and Reform Commission (in Chinese)
|
[33] |
National Development and Reform Commission. Notice of the National Development and Reform Commission, Ministry of Finance, National Energy Administration on Matters Related to Photovoltaic Power Generation in 2018 (Development and Reform Energy [2018] No. 823). 2018–5-31, available at website of National Development and Reform Commission (in Chinese)
|
[34] |
Lai J, Ma J. The comparison between natural gas distributed energy and natural gas cogeneration project. Technology Innovation and Application, 2018(31): 50–52
|
[35] |
Guangzhou Development and Reform Commission. Guangzhou Distributed Photovoltaic Power Development Plan (2013–2020). 2013, available at website of Guangzhou Development and Reform Commission (in Chinese)
|
[36] |
Guangdong Provincial Development and Reform Commission. Guangdong Province Enterprise Carbon Dioxide Emissions Information Reporting Guide (2014 Edition). 2014, available at website o Guangdong Provincial Development and Reform Commission (in Chinese)
|
[37] |
South China Coal Trade Center. Coal guiding price of Guangzhou port. 2019–2-26, available at website of huanancoal
|
[38] |
Guangzhou Development and Reform Commission. Notice of the Guangzhou Municipal Development and Reform Commission on Reducing the Price of Non-residential Gases for Pipeline Natural Gas and the Gas Distribution Price of the Second Line of the West-East Gas Pipeline. 2018–6-1, available at website of Guangzhou Development and Reform Commission (in Chinese)
|
[39] |
Polaris Power Network News Center. Analysis of cost and economic benefit of gas distributed energy station. 2018-7-3, available at website of news.bjx.com.cn
|
[40] |
Ministry of Construction, National Development and Reform Commission. Economic Evaluation Methods and Parameters for Construction Projects. 3rd ed. Beijing: China Planning Press, 2006
|
[41] |
Ding Z, Du C, Zhang C. Configuration method of energy storage to suppress the PV power fluctuation. Journal of Power Supply, 2014, (06): 24–30
|
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