Cluster analysis as a tool for evaluating the exploration potential of Known Geothermal Resource Areas

被引:29
作者
Lindsey, Cary R. [1 ]
Neupane, Ghanashym [2 ]
Spycher, Nicolas [3 ]
Fairley, Jerry P. [1 ]
Dobson, Patrick [3 ]
Wood, Thomas [1 ]
McLing, Travis [2 ]
Conrad, Mark [3 ]
机构
[1] Univ Idaho, Dept Geol Sci, 875 Perimeter Dr,MS 3022, Moscow, ID 83844 USA
[2] Idaho Natl Lab, Sci Ctr Dr, Idaho Falls, ID 83402 USA
[3] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd,M-S 74R316C, Berkeley, CA 94720 USA
关键词
KGRAs; Geothermal exploration; Idaho/Oregon; PCA; Cluster analysis; SNAKE RIVER PLAIN; FLUID-FLOW; GROUNDWATER-FLOW; FAULT ZONES; IDAHO; PATHWAYS; DISPLAY; BENEATH; VALE;
D O I
10.1016/j.geothermics.2017.12.009
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Although many Known Geothermal Resource Areas in Oregon and Idaho were identified during the 1970s and 1980s, few were subsequently developed commercially. Because of advances in power plant design and energy conversion efficiency since the 1980s, some previously identified KGRAs may now be economically viable prospects. Unfortunately, available characterization data vary widely in accuracy, precision, and granularity, making assessments problematic. Here we suggest a procedure for comparing test areas against proven resources using Principal Component Analysis and cluster identification. The result is a low-cost tool for evaluating potential exploration targets using uncertain or incomplete data.
引用
收藏
页码:358 / 370
页数:13
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