An integrated multi-objective optimization method to improve the performance of multilateral-well geothermal system

Renewable Energy - Tập 172 - Trang 1233-1249 - 2021
Guofeng Song1, Xianzhi Song2, Gensheng Li1, Yu Shi3, Gaosheng Wang1, Jiayan Ji2, Fuqiang Xu1, Zihao Song1
1State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum (Beijing), Beijing 102249, China
2State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum-Beijing, Beijing 102249, China
3Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China

Tài liệu tham khảo

Sims, 2014, 91 Panwar, 2011, Role of renewable energy sources in environmental protection: a review, Renew. Sustain. Energy Rev., 15, 1513, 10.1016/j.rser.2010.11.037 Lund, 2011, Direct utilization of geothermal energy 2010 worldwide review, Geothermics, 40, 159, 10.1016/j.geothermics.2011.07.004 Rybach, 2010, Legal and regulatory environment favourable for geothermal development investors, Proc. World Geotherm. Congr., 2010 Samin, 2019, A hybrid optimisation approach to improve long-term performance of enhanced geothermal system (EGS) reservoirs, Renew. Energy, 134, 379, 10.1016/j.renene.2018.11.045 DiPippo, 2012 Giardini, 2009, Geothermal quake risks must be faced, Nature, 462, 848, 10.1038/462848a MacDonald, 1992 Lu, 2018, A global review of enhanced geothermal system (EGS), Renew. Sustain. Energy Rev., 81, 2902, 10.1016/j.rser.2017.06.097 Cao, 2016, A novel thermal–hydraulic–mechanical model for the enhanced geothermal system heat extraction, Int. J. Heat Mass Tran., 100, 661, 10.1016/j.ijheatmasstransfer.2016.04.078 Han, 2016, Sensitivity analysis of a vertical geothermal heat pump system, Appl. Energy, 170, 148, 10.1016/j.apenergy.2016.02.085 Shi, 2018, Numerical investigation on the reservoir heat production capacity of a downhole heat exchanger geothermal system, Geothermics, 72, 163, 10.1016/j.geothermics.2017.11.007 Wang, 2020, Production performance of a novel open loop geothermal system in a horizontal well, Energy Convers. Manag., 206, 10.1016/j.enconman.2020.112478 Song, 2018, Numerical simulation of heat extraction performance in enhanced geothermal system with multilateral wells, Appl. Energy, 218, 325, 10.1016/j.apenergy.2018.02.172 Li, 2015, The self-propelled force model of a multi-orifice nozzle for radial jet drilling, J. Nat. Gas Sci. Eng., 24, 441, 10.1016/j.jngse.2015.04.009 Salimzadeh, 2019, A novel radial jet drilling stimulation technique for enhancing heat recovery from fractured geothermal reservoirs, Renew. Energy, 139, 395, 10.1016/j.renene.2019.02.073 Nair, 2017, 13 McDermott, 2006, Simulation of heat extraction from crystalline rocks: the influence of coupled processes on differential reservoir cooling, Geothermics, 35, 321, 10.1016/j.geothermics.2006.05.002 Wu, 2016, A simplified model for heat extraction by circulating fluid through a closed-loop multiple-fracture enhanced geothermal system, Appl. Energy, 183, 1664, 10.1016/j.apenergy.2016.09.113 Ren, 2020, Numerical analysis of heat extraction efficiency in a multilateral-well enhanced geothermal system considering hydraulic fracture propagation and configuration, Geothermics, 87, 10.1016/j.geothermics.2020.101834 Asai, 2019, Effect of different flow schemes on heat recovery from Enhanced Geothermal Systems (EGS), Energy, 175, 667, 10.1016/j.energy.2019.03.124 Patterson, 2020, Optimizing geothermal production in fractured rock reservoirs under uncertainty, Geothermics, 88, 10.1016/j.geothermics.2020.101906 Fonseca, 1993, 416 Schulte, 2020, Multi-objective optimization under uncertainty of geothermal reservoirs using experimental design-based proxy models, Geothermics, 86, 10.1016/j.geothermics.2019.101792 Alirahmi, 2020, Multi-objective design optimization of a multi-generation energy system based on geothermal and solar energy, Energy Convers. Manag., 205, 10.1016/j.enconman.2019.112426 Martínez-Gomez, 2017, A multi-objective optimization approach for the selection of working fluids of geothermal facilities: economic, environmental and social aspects, J. Environ. Manag., 203, 962 Shi, 2021, Productivity prediction of a multilateral-well geothermal system based on a long short-term memory and multi-layer perceptron combinational neural network, Appl. Energy, 282, 10.1016/j.apenergy.2020.116046 Qu, 2017, Influence of different fracture morphology on heat mining performance of enhanced geothermal systems based on COMSOL, Int. J. Hydrogen Energy, 42, 18263, 10.1016/j.ijhydene.2017.04.168 Zimmerman, 2006 Cheng, 2016, Analysis of influencing factors of heat extraction from enhanced geothermal systems considering water losses, Energy, 115, 274, 10.1016/j.energy.2016.09.003 Deb, 2002, A fast and elitist multiobjective genetic algorithm: NSGA-II, IEEE Trans. Evol. Comput., 6, 182, 10.1109/4235.996017 Yoon, 1995 Yu, 2020, Thermodynamic analysis and multi-objective optimization of a novel power generation system driven by geothermal energy, Energy, 10.1016/j.energy.2020.117381 DuTeau, 1993 Zeng, 2017, Analysis of influencing factors of production performance of enhanced geothermal system: a case study at Yangbajing geothermal field, Energy, 127, 218, 10.1016/j.energy.2017.03.100 Tester, 2007, Impact of enhanced geothermal systems on US energy supply in the twenty-first century, Philos. Trans. A Math. Phys. Eng. Sci., 365, 1057 Pareto, 1964 Jiang, 2014, A three-dimensional transient model for EGS subsurface thermo-hydraulic process, Energy, 72, 300, 10.1016/j.energy.2014.05.038 E.O. Holzbecher, Modeling Density-Driven Flow in Porous Media: Principles, Numerics, Software, Springer Science & Business Media1998. Aliyu, 2017, Sensitivity analysis of deep geothermal reservoir: effect of reservoir parameters on production temperature, Energy, 129, 101, 10.1016/j.energy.2017.04.091 Sun, 2017, Numerical simulation of the heat extraction in EGS with thermal-hydraulic-mechanical coupling method based on discrete fractures model, Energy, 120, 20, 10.1016/j.energy.2016.10.046 Barends, 2010 Shi, 2018, Numerical investigation on heat extraction performance of a CO2 enhanced geothermal system with multilateral wells, Energy, 163, 38, 10.1016/j.energy.2018.08.060