Optimization of energy extraction for vertical closed-loop geothermal systems considering groundwater flow

被引:121
作者
Hecht-Mendez, Jozsef [1 ]
de Paly, Michael [2 ]
Beck, Markus [2 ]
Bayer, Peter [3 ]
机构
[1] Univ Tubingen, Ctr Appl Geosci ZAG, D-72076 Tubingen, Germany
[2] Univ Tubingen, Wilhelm Schickard Inst Comp Sci WSI, D-72076 Tubingen, Germany
[3] ETH, CH-8092 Zurich, Switzerland
关键词
Borehole heat exchanger; BHE field; Groundwater flow; Optimization; Moving line source; FEFLOW; HEAT-EXCHANGERS; THERMAL DISPERSION; PERFORMANCE; BOREHOLE;
D O I
10.1016/j.enconman.2012.09.019
中图分类号
O414.1 [热力学];
学科分类号
摘要
A combined simulation-optimization procedure is presented to regulate the operation of borehole heat exchangers (BHEs) in a multiple BHE field when groundwater flow exists. Such fields are of increasing interest for large-scale geothermal heating energy supply of buildings, but so far strategic adjustment of energy extraction rates (loads) of the individual BHEs has not been considered in practice. Groundwater flow means an additional advective energy supply, which is advantageous but also complicates proper BHE adjustment. In the presented procedure, the field is simulated by temporally and spatially superimposed moving line source equations. The optimization goal is formulated in an objective function to minimize the thermal impact in the ground, to avoid extreme temperature anomalies, and by this, ultimately improve heat pump performance. For a given seasonal energy demand and total operation time, linear programming efficiently delivers optimized BHE operation patterns. For an examined square lattice of 25 BHEs, the optimized radial load patterns characteristic for conduction dominated conditions change to patterns that are oriented at the groundwater flow when advection dominates. Through this, optimization always levels the temperature distribution in the ground. Also, in comparison to routine practice, mean BHE outlet temperatures can be increased. For the small study case, numerical simulation reveals that already more than 1 K can be achieved, given a seasonal energy demand oriented at common conditions in central Europe. However, for a fixed energy demand, advective heat supply towards the BHEs increases with groundwater flow velocity and thus mitigates the benefits from optimization. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 40 条
[1]   Efficient numerical modeling of borehole heat exchangers [J].
Al-Khoury, R. ;
Koelbel, T. ;
Schramedei, R. .
COMPUTERS & GEOSCIENCES, 2010, 36 (10) :1301-1315
[2]  
[Anonymous], FEFLOW 6 USERS MANUA
[3]   Computationally efficient stochastic optimization using multiple realizations [J].
Bayer, P. ;
Buerger, C. M. ;
Finkel, M. .
ADVANCES IN WATER RESOURCES, 2008, 31 (02) :399-417
[4]  
Bayer P., RENEW SUSTA IN PRESS
[5]   Optimization of high-reliability-based hydrological design problems by robust automatic sampling of critical model realizations [J].
Bayer, Peter ;
de Paly, Michael ;
Buerger, Claudius M. .
WATER RESOURCES RESEARCH, 2010, 46
[6]  
Beck M, 2010, IEEE C EVOL COMPUTAT
[7]  
Bernier MA, 2006, ASHRAE J, V48, P12
[8]  
Butscher C, 2011, GRUNDWASSER, V16, P13, DOI 10.1007/s00767-010-0154-5
[9]  
Carslaw H.S., 1986, Conduction of Heat In Solids, V2nde
[10]  
Chiasson A.D., 2000, ASHRAE T, V106, P380