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In the coal mining process, a large amount of Coal Mine-Associated energy (CMAE), such as coal mine methane and underground wastewater, is produced. Research on the modeling and optimization dispatching of a Coal Mine-Integrated Energy System (CMIES) with CMAE effectively saves energy and reduces carbon pollution. CMAE has great uncertainties owing to the affections of the hydrogeology conditions and mining schedules. In addition, thermal loads have high comfort requirements in mines, which brings great challenges to the optimization dispatching of CMIESs. Therefore, this paper studies the architecture and solution of CMIESs with a flexible thermal load and source-load uncertainty. First, to effectively improve the electric and thermal conversion efficiency, the architecture of CMIES, including a concentrating solar power station, is built. Second, for the scheduling model with bilateral uncertainty, the interval representation method with interval variables is proposed, and a multi-objective scheduling model based on the interval variables and flexible thermal load is constructed. Finally, we propose a solution method for the model with interval variables. A case study is conducted to demonstrate the performance of our model and method for lowering carbon emissions and cost.
D. Wang, L. Liu, H. Jia, W. Wang, Y. Zhi, Z. Meng, and B. Zhou, Review of key problems related to integrated energy distribution systems, CSEE J. Power Energy Syst., vol. 4, no. 2, pp. 130–145, 2018.
Z. Liu, B. Huang, X. Hu, P. Du, and Q. Sun, Blockchain-based renewable energy trading using information entropy theory, IEEE Trans. Netw. Sci. Eng. doi: 10.1109/TNSE.2023.3238110.
Q. Sun, N. Zhang, Y. and Shi, J. Wang, The dual control with consideration of security operation and economic efficiency for energy hub, IEEE Trans. Smart Grid, vol. 10, no. 6, pp. 5930–5941, 2019.
Y. Wang, Y. Wang, Y. Huang, F. Li, M. Zeng, J. Li, X. Wang, and F. Zhang, Planning and operation method of the regional integrated energy system considering economy and environment, Energy, vol. 171, pp. 731–750, 2019.
C. Lv, H. Yu, P. Li, C. Wang, X. Xu, S. Li, and J. Wu, Model predictive control based robust scheduling of community integrated energy system with operational flexibility, Appl. Energy, vol. 243, pp. 250–265, 2019.
L. Fan, K. Wang, G. Li, W. Shi, and X. Liu, A optimization dispatch study of micro grid with seawater pumped storage plant in isolated islands, (in Chinese), Power Syst. Technol., vol. 40, no. 2, pp. 382–386, 2016.
A. Mao, T. Yu, Z. Ding, S. Fang, J. Guo, and Q. Sheng, Optimal scheduling for seaport integrated energy system considering flexible berth allocation, Appl. Energy, vol. 308, p. 118386, 2022.
Y. Zheng, Q. Li, G. Zhang, Y. Zhao, P. Zhu, X. Ma, and X. Li, Study on the coupling evolution of air and temperature field in coal mine goafs based on the similarity simulation experiments, Fuel, vol. 283, p. 118905, 2021.
J. Li, Y. Huang, W. Li, Y. Guo, S. Ouyang, and G. Cao, Study on dynamic adsorption characteristics of broken coal gangue to heavy metal ions under leaching condition and its cleaner mechanism to mine water, J. Clean. Prod., vol. 329, p. 129756, 2021.
N. Kholod, M. Evans, R. C. Pilcher, V. Roshchanka, F. Ruiz, M. Coté, and R. Collings, Global methane emissions from coal mining to continue growing even with declining coal production, J. Clean. Prod., vol. 256, p. 120489, 2020.
Q. Wang, W. Li, T. Li, X. Li, and S. Liu, Goaf water storage and utilization in arid regions of northwest China: A case study of Shennan coal mine district, J. Clean. Prod., vol. 202, pp. 33–44, 2018.
P. Guo, M. He, L. Zheng, and N. Zhang, A geothermal recycling system for cooling and heating in deep mines, Appl. Therm. Eng., vol. 116, pp. 833–839, 2017.
T. Bao, J. Meldrum, C. Green, S. Vitton, Z. Liu, and K. Bird, Geothermal energy recovery from deep flooded copper mines for heating, Energy Convers. Manag., vol. 183, pp. 604–616, 2019.
S. R. Patterson, E. Kozan, and P. Hyland, An integrated model of an open-pit coal mine: Improving energy efficiency decisions, Int. J. Prod. Res., vol. 54, no. 14, pp. 4213–4227, 2016.
Y. Huang, Q. Sun, N. Zhang, and R. Wang, A multi-slack bus model for bi-directional energy flow analysis of integrated power-gas systems, CSEE J. Power Energy Syst.. doi: 10.17775/CSEEJPES.2020.04190.
R. Wang, Q. Sun, P. Tu, J. Xiao, Y. Gui, and P. Wang, Reduced-order aggregate model for large-scale converters with inhomogeneous initial conditions in DC microgrids, IEEE Trans. Energy Convers., vol. 36, no. 3, pp. 2473–2484, 2021.
G. Chen, Y. Guo, M. Huang, D. Gong, and Z. Yu, A domain adaptation learning strategy for dynamic multiobjective optimization, Inf. Sci., vol. 606, pp. 328–349, 2022.
H. Hu, X. Sun, B. Zeng, D. Gong, and Y. Zhang, Enhanced evolutionary multi-objective optimization-based dispatch of coal mine integrated energy system with flexible load, Appl. Energy, vol. 307, p. 118130, 2022.
H. Dong, Y. Yun, Z. Ma, and D. Wang, Low-carbon optimal operation of integrated energy system considering multi-energy conversion and concentrating solar power plant participation, (in Chinese), Power Syst. Technol., vol. 44, no. 10, pp. 3689–3699, 2020.
S. Sun, S. M. Kazemi-Razi, L. G. Kaigutha, M. Marzband, H. Nafisi, and A. S. Al-Sumaiti, Day-ahead offering strategy in the market for concentrating solar power considering thermoelectric decoupling by a compressed air energy storage, Appl. Energy, vol. 305, p. 117804, 2022.
Y. Li, C. Wang, G. Li, J. Wang, D. Zhao, and C. Chen, Improving operational flexibility of integrated energy system with uncertain renewable generations considering thermal inertia of buildings, Energy Convers. Manag., vol. 207, p. 112526, 2020.
X. Jin, Y. Mu, H. Jia, J. Wu, T. Jiang, and X. Yu, Dynamic economic dispatch of a hybrid energy microgrid considering building based virtual energy storage system, Appl. Energy, vol. 194, pp. 386–398, 2017.
W. Gu, J. Wang, S. Lu, Z. Luo, and C. Wu, Optimal operation for integrated energy system considering thermal inertia of district heating network and buildings, Appl. Energy, vol. 199, pp. 234–246, 2017.
B. Jiao, Y. Guo, D. Gong, and Q. Chen, Dynamic ensemble selection for imbalanced data streams with concept drift, IEEE Trans. Neural Netw. Learn. Syst.. doi: 10.1109/TNNLS.2022.3183120.
L. Li, B. Qin, J. Liu, Y. K. Leong, W. Li, J. Zeng, D. Ma, and H. Zhuo, Influence of airflow movement on methane migration in coal mine goafs with spontaneous coal combustion, Process Saf. Environ. Prot., vol. 156, pp. 405–416, 2021.
T. Andersen, K. Vinkovic, M. de Vries, B. Kers, J. Necki, J. Swolkien, A. Roiger, W. Peters, and H. Chen, Quantifying methane emissions from coal mining ventilation shafts using an unmanned aerial vehicle (UAV)-based active AirCore system, Atmos. Environ. X, vol. 12, p. 100135, 2021.
J. Menéndez, A. Ordónez, J. M. Fernández-Oro, J. Loredo, and M. B. Díaz-Marła, Feasibility analysis of using mine water from abandoned coal mines in Spain for heating and cooling of buildings, Renew. Energy, vol. 146, pp. 1166–1176, 2020.
Y. Xie, H. Gao, Z. Su, C. Li, L. Dong, and J. Zhu, Development and utilization of geothermal resources in abandoned mines. (in Chinese), Sol. Energy, no. 10, pp. 13–18, 2020.
W. Zhao, L. Zhao, W. Wu, S. Chen, S. Sun, and Y. Cao, Loading-balance relay-selective strategy based on stochastic dynamic program, Tsinghua Science and Technology, vol. 23, no. 4, pp. 493–500, 2018.
S. Hadayeghparast, A. S. Farsangi, and H. Shayanfar, Day-ahead stochastic multi-objective economic/emission operational scheduling of a large scale virtual power plant, Energy, vol. 172, pp. 630–646, 2019.
X. Li, W. Wang, and H. Wang, A novel bi-level robust game model to optimize a regionally integrated energy system with large-scale centralized renewable-energy sources in Western China, Energy, vol. 228, p. 120513, 2021.
H. Huang, R. Liang, C. Lv, M. Lu, D. Gong, and S. Yin, Two-stage robust stochastic scheduling for energy recovery in coal mine integrated energy system, Appl. Energy, vol. 290, p. 116759, 2021.
T. Jiang, X. Li, X. Kou, R. Zhang, G. Tian, and F. Li, Available transfer capability evaluation in electricity-dominated integrated hybrid energy systems with uncertain wind power: An interval optimization solution, Appl. Energy, vol. 314, p. 119001, 2022.
S. F. Rafique, J. Zhang, M. Hanan, W. Aslam, A. U. Rehman, and Z. W. Khan, Energy management system design and testing for smart buildings under uncertain generation (wind/photovoltaic) and demand, Tsinghua Science and Technology, vol. 23, no. 3, pp. 254–265, 2018.
Y. Zhang, Z. Huang, F. Zheng, R. Zhou, X. An, and Y. Li, Interval optimization based coordination scheduling of gas-electricity coupled system considering wind power uncertainty, dynamic process of natural gas flow and demand response management, Energy Rep., vol. 6, pp. 216–227, 2020.
Y. Su, Y. Zhou, and M. Tan, An interval optimization strategy of household multi-energy system considering tolerance degree and integrated demand response, Appl. Energy, vol. 260, p. 114144, 2020.
X. Liu, M. Hou, S. Sun, J. Wang, Q. Sun, and C. Dong, Multi-time scale optimal scheduling of integrated electricity and district heating systems considering thermal comfort of users: An enhanced-interval optimization method, Energy, vol. 254, p. 124311, 2022.
Y. Jiang, J. Xu, Y. Sun, C. Wei, J. Wang, D. Ke, X. Li, J. Yang, X. Peng, and B. Tang, Day-ahead stochastic economic dispatch of wind integrated power system considering demand response of residential hybrid energy system, Appl. Energy, vol. 190, pp. 1126–1137, 2017.
Y. Ma, W. Xu, H. Yang, and D. Zhang, Two-stage stochastic robust optimization model of microgrid day-ahead dispatching considering controllable air conditioning load, Int. J. Electr. Power Energy Syst., vol. 141, p. 108174, 2022.
Y. Liu, L. Guo, and C. Wang, Economic dispatch of microgrid based on two stage robust optimization, (in Chinese), Proc. CSEE, vol. 38, no. 14, pp. 4013–4022, 2018.
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