IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v163y2021icp974-986.html
   My bibliography  Save this article

Heat extraction analysis of a novel multilateral-well coaxial closed-loop geothermal system

Author

Listed:
  • Wang, Gaosheng
  • Song, Xianzhi
  • Shi, Yu
  • Yang, Ruiyue
  • Yulong, Feixue
  • Zheng, Rui
  • Li, Jiacheng

Abstract

We propose a novel multilateral-well coaxial closed-loop geothermal system (CCGS) to help realize the commercial exploitation of hot dry rock. Compared with the enhanced geothermal system, it avoids the high-cost fracturing and environmental problems by closed-loop circulation. Also, the multilateral-well CCGS can significantly increase heat production than traditional vertical-well or horizontal-well CCGSs via lateral wellbores. Then, we establish a new 3D transient model and validate it with experimental data. The temperature field is studied. The Influences of injection flow rate, number of lateral wellbores, wellbore size, thermal conductivity of insulation pipe, and reservoir temperature are analyzed. Results show that the lateral wellbores are vital to improving heat extraction, and a viable lateral-wellbore spacing is determined. The total energy output rises linearly with time, while the extracted heat in the initial stage is limited though the thermal power is high. There is an appropriate injection flow rate by comparing the total energy output and dissipation. A smaller wellbore size is preferred due to the minor effect. A reasonable thermal conductivity exists for the insulation pipe. Particularly, the high-temperature geothermal resources at various depths can be efficiently developed through the multilateral-well CCGS given the effect of reservoir temperature.

Suggested Citation

  • Wang, Gaosheng & Song, Xianzhi & Shi, Yu & Yang, Ruiyue & Yulong, Feixue & Zheng, Rui & Li, Jiacheng, 2021. "Heat extraction analysis of a novel multilateral-well coaxial closed-loop geothermal system," Renewable Energy, Elsevier, vol. 163(C), pages 974-986.
  • Handle: RePEc:eee:renene:v:163:y:2021:i:c:p:974-986
    DOI: 10.1016/j.renene.2020.08.121
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148120313665
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2020.08.121?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kim, Kwang-Il & Min, Ki-Bok & Kim, Kwang-Yeom & Choi, Jai Won & Yoon, Kern-Shin & Yoon, Woon Sang & Yoon, Byungjoon & Lee, Tae Jong & Song, Yoonho, 2018. "Protocol for induced microseismicity in the first enhanced geothermal systems project in Pohang, Korea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 1182-1191.
    2. Song, Xianzhi & Wang, Gaosheng & Shi, Yu & Li, Ruixia & Xu, Zhengming & Zheng, Rui & Wang, Yu & Li, Jiacheng, 2018. "Numerical analysis of heat extraction performance of a deep coaxial borehole heat exchanger geothermal system," Energy, Elsevier, vol. 164(C), pages 1298-1310.
    3. Xu, Tianfu & Yuan, Yilong & Jia, Xiaofeng & Lei, Yude & Li, Shengtao & Feng, Bo & Hou, Zhaoyun & Jiang, Zhenjiao, 2018. "Prospects of power generation from an enhanced geothermal system by water circulation through two horizontal wells: A case study in the Gonghe Basin, Qinghai Province, China," Energy, Elsevier, vol. 148(C), pages 196-207.
    4. Lu, Shyi-Min, 2018. "A global review of enhanced geothermal system (EGS)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2902-2921.
    5. Ma, Weiwu & Wang, Yadan & Wu, Xiaotian & Liu, Gang, 2020. "Hot dry rock (HDR) hydraulic fracturing propagation and impact factors assessment via sensitivity indicator," Renewable Energy, Elsevier, vol. 146(C), pages 2716-2723.
    6. Domenico Giardini, 2009. "Geothermal quake risks must be faced," Nature, Nature, vol. 462(7275), pages 848-849, December.
    7. Tang, Hewei & Xu, Boyue & Hasan, A. Rashid & Sun, Zhuang & Killough, John, 2019. "Modeling wellbore heat exchangers: Fully numerical to fully analytical solutions," Renewable Energy, Elsevier, vol. 133(C), pages 1124-1135.
    8. Aresti, Lazaros & Christodoulides, Paul & Florides, Georgios, 2018. "A review of the design aspects of ground heat exchangers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 757-773.
    9. Sun, Fengrui & Yao, Yuedong & Li, Guozhen & Li, Xiangfang, 2018. "Geothermal energy extraction in CO2 rich basin using abandoned horizontal wells," Energy, Elsevier, vol. 158(C), pages 760-773.
    10. Olasolo, P. & Juárez, M.C. & Morales, M.P. & D´Amico, Sebastiano & Liarte, I.A., 2016. "Enhanced geothermal systems (EGS): A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 133-144.
    11. Xia, Liangyu & Zhang, Yabo, 2019. "An overview of world geothermal power generation and a case study on China—The resource and market perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 411-423.
    12. Anderson, Austin & Rezaie, Behnaz, 2019. "Geothermal technology: Trends and potential role in a sustainable future," Applied Energy, Elsevier, vol. 248(C), pages 18-34.
    13. Chamorro, César R. & García-Cuesta, José L. & Mondéjar, María E. & Pérez-Madrazo, Alfonso, 2014. "Enhanced geothermal systems in Europe: An estimation and comparison of the technical and sustainable potentials," Energy, Elsevier, vol. 65(C), pages 250-263.
    14. Biglarian, Hassan & Abbaspour, Madjid & Saidi, Mohammad Hassan, 2018. "Evaluation of a transient borehole heat exchanger model in dynamic simulation of a ground source heat pump system," Energy, Elsevier, vol. 147(C), pages 81-93.
    15. Gong, Facheng & Guo, Tiankui & Sun, Wei & Li, Zhaomin & Yang, Bin & Chen, Yimei & Qu, Zhanqing, 2020. "Evaluation of geothermal energy extraction in Enhanced Geothermal System (EGS) with multiple fracturing horizontal wells (MFHW)," Renewable Energy, Elsevier, vol. 151(C), pages 1339-1351.
    16. Xia, Yidong & Plummer, Mitchell & Mattson, Earl & Podgorney, Robert & Ghassemi, Ahmad, 2017. "Design, modeling, and evaluation of a doublet heat extraction model in enhanced geothermal systems," Renewable Energy, Elsevier, vol. 105(C), pages 232-247.
    17. Shi, Yu & Song, Xianzhi & Wang, Gaosheng & McLennan, John & Forbes, Bryan & Li, Xiaojiang & Li, Jiacheng, 2019. "Study on wellbore fluid flow and heat transfer of a multilateral-well CO2 enhanced geothermal system," Applied Energy, Elsevier, vol. 249(C), pages 14-27.
    18. Gordon, David & Bolisetti, Tirupati & Ting, David S-K. & Reitsma, Stanley, 2017. "A physical and semi-analytical comparison between coaxial BHE designs considering various piping materials," Energy, Elsevier, vol. 141(C), pages 1610-1621.
    19. Zhou, Zhou & Jin, Yan & Zeng, Yijin & Zhang, Xudong & Zhou, Jian & Zhuang, Li & Xin, Shunyuan, 2020. "Investigation on fracture creation in hot dry rock geothermal formations of China during hydraulic fracturing," Renewable Energy, Elsevier, vol. 153(C), pages 301-313.
    20. Nian, Yong-Le & Cheng, Wen-Long, 2018. "Evaluation of geothermal heating from abandoned oil wells," Energy, Elsevier, vol. 142(C), pages 592-607.
    21. Shi, Yu & Song, Xianzhi & Wang, Gaosheng & Li, Jiacheng & Geng, Lidong & Li, Xiaojiang, 2019. "Numerical study on heat extraction performance of a multilateral-well enhanced geothermal system considering complex hydraulic and natural fractures," Renewable Energy, Elsevier, vol. 141(C), pages 950-963.
    22. Yang, Mou & Luo, Dayu & Chen, Yuanhang & Li, Gao & Tang, Daqian & Meng, Yingfeng, 2019. "Establishing a practical method to accurately determine and manage wellbore thermal behavior in high-temperature drilling," Applied Energy, Elsevier, vol. 238(C), pages 1471-1483.
    23. Spittler, Nathalie & Davidsdottir, Brynhildur & Shafiei, Ehsan & Leaver, Jonathan & Asgeirsson, Eyjolfur Ingi & Stefansson, Hlynur, 2020. "The role of geothermal resources in sustainable power system planning in Iceland," Renewable Energy, Elsevier, vol. 153(C), pages 1081-1090.
    24. Lyu, Zehao & Song, Xianzhi & Li, Gensheng & Hu, Xiaodong & Shi, Yu & Xu, Zhipeng, 2017. "Numerical analysis of characteristics of a single U-tube downhole heat exchanger in the borehole for geothermal wells," Energy, Elsevier, vol. 125(C), pages 186-196.
    25. Ahmadfard, Mohammadamin & Bernier, Michel, 2019. "A review of vertical ground heat exchanger sizing tools including an inter-model comparison," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 247-265.
    26. Holmberg, Henrik & Acuña, José & Næss, Erling & Sønju, Otto K., 2016. "Thermal evaluation of coaxial deep borehole heat exchangers," Renewable Energy, Elsevier, vol. 97(C), pages 65-76.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kurnia, Jundika C. & Putra, Zulfan A. & Muraza, Oki & Ghoreishi-Madiseh, Seyed Ali & Sasmito, Agus P., 2021. "Numerical evaluation, process design and techno-economic analysis of geothermal energy extraction from abandoned oil wells in Malaysia," Renewable Energy, Elsevier, vol. 175(C), pages 868-879.
    2. Agson-Gani, Putra H. & Zueter, Ahmad F. & Xu, Minghan & Ghoreishi-Madiseh, Seyed Ali & Kurnia, Jundika C. & Sasmito, Agus P., 2022. "Thermal and hydraulic analysis of a novel double-pipe geothermal heat exchanger with a controlled fractured zone at the well bottom," Applied Energy, Elsevier, vol. 310(C).
    3. Wang, Changlong & Sun, Wanyu & Fu, Qiang & Lu, Yuehong & Zhang, Pengyuan, 2024. "Semi-analytical and numerical modeling of U-bend deep borehole heat exchanger," Renewable Energy, Elsevier, vol. 222(C).
    4. Esmaeilpour, Morteza & Gholami Korzani, Maziar & Kohl, Thomas, 2022. "Impact of thermosiphoning on long-term behavior of closed-loop deep geothermal systems for sustainable energy exploitation," Renewable Energy, Elsevier, vol. 194(C), pages 1247-1260.
    5. Guo, Tiankui & Zhang, Yuelong & He, Jiayuan & Gong, Facheng & Chen, Ming & Liu, Xiaoqiang, 2021. "Research on geothermal development model of abandoned high temperature oil reservoir in North China oilfield," Renewable Energy, Elsevier, vol. 177(C), pages 1-12.
    6. Wang, Gaosheng & Song, Xianzhi & Yu, Chao & Shi, Yu & Song, Guofeng & Xu, Fuqiang & Ji, Jiayan & Song, Zihao, 2022. "Heat extraction study of a novel hydrothermal open-loop geothermal system in a multi-lateral horizontal well," Energy, Elsevier, vol. 242(C).
    7. Malek, Adam E. & Adams, Benjamin M. & Rossi, Edoardo & Schiegg, Hans O. & Saar, Martin O., 2022. "Techno-economic analysis of Advanced Geothermal Systems (AGS)," Renewable Energy, Elsevier, vol. 186(C), pages 927-943.
    8. Esmaeilpour, Morteza & Gholami Korzani, Maziar & Kohl, Thomas, 2023. "Stochastic performance assessment on long-term behavior of multilateral closed deep geothermal systems," Renewable Energy, Elsevier, vol. 208(C), pages 26-35.
    9. Yang, Hongwei & Li, Jun & Zhang, Hui & Jiang, Jiwei & Guo, Boyun & Zhang, Geng, 2022. "Numerical analysis of heat transfer rate and wellbore temperature distribution under different circulating modes of Reel-well drilling," Energy, Elsevier, vol. 254(PB).
    10. Li, Zhibin & Huang, Wenbo & Chen, Juanwen & Cen, Jiwen & Cao, Wenjiong & Li, Feng & Jiang, Fangming, 2023. "An enhanced super-long gravity heat pipe geothermal system: Conceptual design and numerical study," Energy, Elsevier, vol. 267(C).
    11. Qiao, Mingzheng & Jing, Zefeng & Feng, Chenchen & Li, Minghui & Chen, Cheng & Zou, Xupeng & Zhou, Yujuan, 2024. "Review on heat extraction systems of hot dry rock: Classifications, benefits, limitations, research status and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 196(C).
    12. Mao, Liangjie & Wei, Changjiang & Zeng, Song & Cai, Mingjie, 2023. "Heat transfer mechanism of cold-water pipe in ocean thermal energy conversion system," Energy, Elsevier, vol. 269(C).
    13. Zhen Zhao & Guangxiong Qin & Huijuan Chen & Linchao Yang & Songhe Geng & Ronghua Wen & Liang Zhang, 2022. "Numerical Simulation and Economic Evaluation of Wellbore Self-Circulation for Heat Extraction Using Cluster Horizontal Wells," Energies, MDPI, vol. 15(9), pages 1-26, April.
    14. Yang, Hongwei & Li, Jun & Zhang, Hui & Jiang, Jiwei & Guo, Boyun & Gao, Reyu & Zhang, Geng, 2022. "Thermal behavior prediction and adaptation analysis of a reelwell drilling method for closed-loop geothermal system," Applied Energy, Elsevier, vol. 320(C).
    15. Shi, Yu & Cui, Qiliang & Song, Xianzhi & Liu, Shaomin & Yang, Zijiang & Peng, Junlan & Wang, Lizhi & Guo, Yanchun, 2023. "Thermal performance of the aquifer thermal energy storage system considering vertical heat losses through aquitards," Renewable Energy, Elsevier, vol. 207(C), pages 447-460.
    16. Zhang, Jiaqi & Li, Yingchun & Li, Li & Lu, Xinli & Zhang, Wei & Tang, Chun'an & Kong, Xiangjun, 2024. "An integrated system combining MDBHE (multi-casing DBHE) and heat pump achieves heating and cooling for medium-deep geothermal energy utilization," Energy, Elsevier, vol. 295(C).
    17. Wei, Changjiang & Mao, Liangjie & Yao, Changshun & Yu, Guijian, 2022. "Heat transfer investigation between wellbore and formation in U-shaped geothermal wells with long horizontal section," Renewable Energy, Elsevier, vol. 195(C), pages 972-989.
    18. Guo, Tiankui & Hao, Tong & Chen, Ming & Zhang, Yuelong & Qu, Zhanqing & Jia, Xuliang & Zhang, Wei & Yu, Haiyang, 2023. "Numerical simulation on Geothermal extraction by radial well assisted hydraulic fracturing," Renewable Energy, Elsevier, vol. 210(C), pages 440-450.
    19. Hou, Xinglan & Zhong, Xiuping & Nie, Shuaishuai & Wang, Yafei & Tu, Guigang & Ma, Yingrui & Liu, Kunyan & Chen, Chen, 2023. "Numerical simulation study of intermittent heat extraction from hot dry rock using horizontal well based on thermal compensation," Energy, Elsevier, vol. 272(C).
    20. Xu, Fuqiang & Song, Xianzhi & Song, Guofeng & Ji, Jiayan & Song, Zihao & Shi, Yu & Lv, Zehao, 2023. "Numerical studies on heat extraction evaluation and multi-objective optimization of abandoned oil well patterns in intermittent operation mode," Energy, Elsevier, vol. 269(C).
    21. Wang, Guoying & Ma, Hongwei & Liu, Shaowei & Yang, Dong & Xu, Xiaokai & Fu, Mengxiong & Jia, Housheng, 2022. "Thermal power extraction from a deep, closed-loop, multi-level, multi-branch, U-shaped borehole heat exchanger geothermal system," Renewable Energy, Elsevier, vol. 198(C), pages 894-906.
    22. Zheng, Jun & Li, Peng & Dou, Bin & Fan, Tao & Tian, Hong & Lai, Xiaotian, 2022. "Impact research of well layout schemes and fracture parameters on heat production performance of enhanced geothermal system considering water cooling effect," Energy, Elsevier, vol. 255(C).
    23. Mao, Peixiao & Wan, Yizhao & Sun, Jiaxin & Li, Yanlong & Hu, Gaowei & Ning, Fulong & Wu, Nengyou, 2021. "Numerical study of gas production from fine-grained hydrate reservoirs using a multilateral horizontal well system," Applied Energy, Elsevier, vol. 301(C).
    24. Liu, Jiali & Lu, Xinli & Zhang, Wei & Yu, Hao, 2024. "Numerical investigation of closed-loop heat extraction in different-layout geothermal wells with particular reference to thermal interference analyses," Energy, Elsevier, vol. 299(C).
    25. Hou, Xinglan & Zhong, Xiuping & Nie, Shuaishuai & Wang, Yafei & Tu, Guigang & Ma, Yingrui & Liu, Kunyan & Chen, Chen, 2024. "Study on the heat recovery behavior of horizontal well systems in the Qiabuqia geothermal area of the Gonghe Basin, China," Energy, Elsevier, vol. 286(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Qiao, Mingzheng & Jing, Zefeng & Feng, Chenchen & Li, Minghui & Chen, Cheng & Zou, Xupeng & Zhou, Yujuan, 2024. "Review on heat extraction systems of hot dry rock: Classifications, benefits, limitations, research status and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 196(C).
    2. Hou, Xinglan & Zhong, Xiuping & Nie, Shuaishuai & Wang, Yafei & Tu, Guigang & Ma, Yingrui & Liu, Kunyan & Chen, Chen, 2024. "Study on the heat recovery behavior of horizontal well systems in the Qiabuqia geothermal area of the Gonghe Basin, China," Energy, Elsevier, vol. 286(C).
    3. Ma, Yuanyuan & Li, Shibin & Zhang, Ligang & Liu, Songze & Liu, Zhaoyi & Li, Hao & Shi, Erxiu & Liu, Xuemei & Liu, Hongliang, 2020. "Analysis on the heat extraction performance of multi-well injection enhanced geothermal system based on leaf-like bifurcated fracture networks," Energy, Elsevier, vol. 213(C).
    4. Ma, Yuanyuan & Li, Shibin & Zhang, Ligang & Liu, Songze & Liu, Zhaoyi & Li, Hao & Shi, Erxiu, 2020. "Study on the effect of well layout schemes and fracture parameters on the heat extraction performance of enhanced geothermal system in fractured reservoir," Energy, Elsevier, vol. 202(C).
    5. Ma, Yuanyuan & Li, Shibin & Zhang, Ligang & Liu, Songze & Liu, Zhaoyi & Li, Hao & Shi, Erxiu & Zhang, Haijun, 2020. "Numerical simulation study on the heat extraction performance of multi-well injection enhanced geothermal system," Renewable Energy, Elsevier, vol. 151(C), pages 782-795.
    6. Li, Shijie & Liu, Jie & Huang, Wanying & Zhang, Chenghang, 2024. "Numerical simulation of the thermo-hydro-chemical coupling in enhanced geothermal systems: Impact of SiO2 dissolution/precipitation in matrix and fractures," Energy, Elsevier, vol. 290(C).
    7. Zhang, Jie & Xie, Jingxuan, 2020. "Effect of reservoir’s permeability and porosity on the performance of cellular development model for enhanced geothermal system," Renewable Energy, Elsevier, vol. 148(C), pages 824-838.
    8. Zheng, Jun & Li, Peng & Dou, Bin & Fan, Tao & Tian, Hong & Lai, Xiaotian, 2022. "Impact research of well layout schemes and fracture parameters on heat production performance of enhanced geothermal system considering water cooling effect," Energy, Elsevier, vol. 255(C).
    9. Luka Boban & Dino Miše & Stjepan Herceg & Vladimir Soldo, 2021. "Application and Design Aspects of Ground Heat Exchangers," Energies, MDPI, vol. 14(8), pages 1-31, April.
    10. Dai, Jiacheng & Li, Jingbin & Wang, Tianyu & Zhu, Liying & Tian, Kangjian & Chen, Zhaoting, 2023. "Thermal performance analysis of coaxial borehole heat exchanger using liquid ammonia," Energy, Elsevier, vol. 263(PE).
    11. Zhang, Bo & Guo, Tiankui & Qu, Zhanqing & Wang, Jiwei & Chen, Ming & Liu, Xiaoqiang, 2023. "Numerical simulation of fracture propagation and production performance in a fractured geothermal reservoir using a 2D FEM-based THMD coupling model," Energy, Elsevier, vol. 273(C).
    12. Wang, Guoying & Ma, Hongwei & Liu, Shaowei & Yang, Dong & Xu, Xiaokai & Fu, Mengxiong & Jia, Housheng, 2022. "Thermal power extraction from a deep, closed-loop, multi-level, multi-branch, U-shaped borehole heat exchanger geothermal system," Renewable Energy, Elsevier, vol. 198(C), pages 894-906.
    13. Zhang, Jiansong & Liu, Yongsheng & Lv, Jianguo & Gao, Wenlong, 2024. "The flow and heat transfer characteristics of supercritical mixed-phase CO2 and N2 in a 3D self-affine rough fracture," Energy, Elsevier, vol. 303(C).
    14. Song, Guofeng & Song, Xianzhi & Ji, Jiayan & Wu, Xiaoguang & Li, Gensheng & Xu, Fuqiang & Shi, Yu & Wang, Gaosheng, 2022. "Evolution of fracture aperture and thermal productivity influenced by chemical reaction in enhanced geothermal system," Renewable Energy, Elsevier, vol. 186(C), pages 126-142.
    15. Wei, Changjiang & Mao, Liangjie & Yao, Changshun & Yu, Guijian, 2022. "Heat transfer investigation between wellbore and formation in U-shaped geothermal wells with long horizontal section," Renewable Energy, Elsevier, vol. 195(C), pages 972-989.
    16. Aghahosseini, Arman & Breyer, Christian, 2020. "From hot rock to useful energy: A global estimate of enhanced geothermal systems potential," Applied Energy, Elsevier, vol. 279(C).
    17. Anand, R.S. & Li, Ang & Huang, Wenbo & Chen, Juanwen & Li, Zhibin & Ma, Qingshan & Jiang, Fangming, 2024. "Super-long gravity heat pipe for geothermal energy exploitation - A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 193(C).
    18. Huang, Yibin & Zhang, Yanjun & Xie, Yangyang & Zhang, Yu & Gao, Xuefeng & Ma, Jingchen, 2020. "Field test and numerical investigation on deep coaxial borehole heat exchanger based on distributed optical fiber temperature sensor," Energy, Elsevier, vol. 210(C).
    19. Romanov, D. & Leiss, B., 2022. "Geothermal energy at different depths for district heating and cooling of existing and future building stock," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    20. Bu, Xianbiao & Ran, Yunmin & Zhang, Dongdong, 2019. "Experimental and simulation studies of geothermal single well for building heating," Renewable Energy, Elsevier, vol. 143(C), pages 1902-1909.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:163:y:2021:i:c:p:974-986. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.