A comprehensive multicriteria decision analysis framework for shallow geothermal energy suitability evaluation in Yinchuan Area, China

Shallow geothermal energy (SGE) is a green, clean, and renewable energy source that is widely used for heating and cooling. However, hydrogeology conditions, thermophysical properties, geological environment conditions, and other factors influence the implementation of SGE projects. Making a suitability evaluation before implementing the SGE projects is necessary. The two most common methods of suitability evaluation are knowledge-driven and data-driven methods. The knowledge-driven method relies on expert experience. The data-driven method relies on criteria and lacks subjective analysis. To address this shortcoming, this study developed a comprehensive multicriteria decision analysis framework (CMCDAF) for SGE suitability evaluation. The framework comprehensively uses fuzzy analytic hierarchy process (FAHP), Shannon entropy, criteria importance through intercrieria correlation (CRITIC) and genetic algorithm to calulate weights. Then the technique for order preference by similarity to ideal solution (TOPSIS) and grey relation analysis(GRA) are used to rank the suitability of each node and select the most suitable area. To verify CMCDAF, the framework is used to evaluate the suitability of a ground-coupled heat pump (GCHP) system in the Yinchuan area. Results showed the evaluation framework is stable and effective. It has the advantages of avoiding the subjective and one-sided evaluation criteria weights, facilitating the selection of the most suitable areas. The evaluation framework also has the potential to be applied to other decision-making processes.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-02-21
DOI
https://doi.org/10.1038/s41598-025-90559-2
Citations
4
Primary Topic
Geothermal Energy Systems and Applications
Type
article
Field-Weighted Citation Impact
1.45

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A comprehensive multicriteria decision analysis framework for shallow geothermal energy suitability evaluation in Yinchuan Area, China

Long Qi, Panpan Xu, Wengang Qu, Leiqiang Wei et al.
4 citations
Scientific Reports
Geothermal Energy Systems and Applications
1.45
article

A comprehensive multicriteria decision analysis framework for shallow geothermal energy suitability evaluation in Yinchuan Area, China

Long Qi, Panpan Xu, Wengang Qu, Leiqiang Wei, Yanyan Gao, Hui Qian, Chao Yang
article en
4 citations

Abstract

Shallow geothermal energy (SGE) is a green, clean, and renewable energy source that is widely used for heating and cooling. However, hydrogeology conditions, thermophysical properties, geological environment conditions, and other factors influence the implementation of SGE projects. Making a suitability evaluation before implementing the SGE projects is necessary. The two most common methods of suitability evaluation are knowledge-driven and data-driven methods. The knowledge-driven method relies on expert experience. The data-driven method relies on criteria and lacks subjective analysis. To address this shortcoming, this study developed a comprehensive multicriteria decision analysis framework (CMCDAF) for SGE suitability evaluation. The framework comprehensively uses fuzzy analytic hierarchy process (FAHP), Shannon entropy, criteria importance through intercrieria correlation (CRITIC) and genetic algorithm to calulate weights. Then the technique for order preference by similarity to ideal solution (TOPSIS) and grey relation analysis(GRA) are used to rank the suitability of each node and select the most suitable area. To verify CMCDAF, the framework is used to evaluate the suitability of a ground-coupled heat pump (GCHP) system in the Yinchuan area. Results showed the evaluation framework is stable and effective. It has the advantages of avoiding the subjective and one-sided evaluation criteria weights, facilitating the selection of the most suitable areas. The evaluation framework also has the potential to be applied to other decision-making processes.

Scientific ReportsVol. 15(1)
Chang'an University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Ningxia Province
Climate action
Openalex Percentile: Top 20%
Geothermal Energy Systems and Applications
1.45
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.