IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v159y2015icp520-539.html
   My bibliography  Save this article

GIS-modelling based coal-fired power plant site identification and selection

Author

Listed:
  • Xu, Jiuping
  • Song, Xiaoling
  • Wu, Yimin
  • Zeng, Ziqiang

Abstract

Coal-fired power plant (CPP) site identification and selection plays a significant role in the safe operation of a project and the sustainable development of a region. This study proposes a GIS-modelling methodology for CPP site identification and selection. Specifically, potential feasible sites are identified using a Geographical Information System (GIS) technique based on a spatial analysis of many factors, such as roads, available electric networks, fuel supplies and land use. Alternative sites are then ranked and the most suitable site selected. In contrast to previous studies, this study is among the first to rank and select sites based on the resolution of the conflicts between the local authority and the CPP owner, a vital consideration in the CPP site selection process. Instead of establishing a multi-criteria framework, a modelling technique is used, in which a bi-level model is established to resolve the conflicts and address the practical constraints. Subsequently, interactive fuzzy programming and Non-dominated Sorting Genetic Algorithm Version II (NSGA-II) are applied to solve the complex model to select the most suitable site. Finally, a practical application in China demonstrates the applicability, effectiveness and robustness of the proposed methodology. By considering stakeholder interest and energy efficiency, this methodology provides a method for a better understanding of CPP site identification and selection to ensure sustainable development. This methodology could be used in many developing countries by making minor modifications to some parameters.

Suggested Citation

  • Xu, Jiuping & Song, Xiaoling & Wu, Yimin & Zeng, Ziqiang, 2015. "GIS-modelling based coal-fired power plant site identification and selection," Applied Energy, Elsevier, vol. 159(C), pages 520-539.
  • Handle: RePEc:eee:appene:v:159:y:2015:i:c:p:520-539
    DOI: 10.1016/j.apenergy.2015.09.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261915010788
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2015.09.008?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. Chou, Shuo-Yan & Chang, Yao-Hui & Shen, Chun-Ying, 2008. "A fuzzy simple additive weighting system under group decision-making for facility location selection with objective/subjective attributes," European Journal of Operational Research, Elsevier, vol. 189(1), pages 132-145, August.
    2. Sinha, Surabhi & Sinha, S. B., 2002. "KKT transformation approach for multi-objective multi-level linear programming problems," European Journal of Operational Research, Elsevier, vol. 143(1), pages 19-31, November.
    3. Memtsas, Dimitris P., 2003. "Multiobjective programming methods in the reserve selection problem," European Journal of Operational Research, Elsevier, vol. 150(3), pages 640-652, November.
    4. Vlachopoulou, Maro & Silleos, George & Manthou, Vassiliki, 2001. "Geographic information systems in warehouse site selection decisions," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 205-212, May.
    5. Wu, Yunna & Geng, Shuai & Zhang, Haobo & Gao, Min, 2014. "Decision framework of solar thermal power plant site selection based on linguistic Choquet operator," Applied Energy, Elsevier, vol. 136(C), pages 303-311.
    6. Steinhofel, K. & Albrecht, A. & Wong, C. K., 1999. "Two simulated annealing-based heuristics for the job shop scheduling problem," European Journal of Operational Research, Elsevier, vol. 118(3), pages 524-548, November.
    7. Hao Lv & Hao Ding & Dequn Zhou & Peng Zhou, 2014. "A Site Selection Model for a Straw-Based Power Generation Plant with CO 2 Emissions," Sustainability, MDPI, vol. 6(10), pages 1-16, October.
    8. Lin, Yi-Kuei & Yeh, Cheng-Ta, 2012. "Multi-objective optimization for stochastic computer networks using NSGA-II and TOPSIS," European Journal of Operational Research, Elsevier, vol. 218(3), pages 735-746.
    9. Kabir, Golam & Sumi, Razia Sultana, 2014. "Power substation location selection using fuzzy analytic hierarchy process and PROMETHEE: A case study from Bangladesh," Energy, Elsevier, vol. 72(C), pages 717-730.
    10. Jeff Tollefson, 2010. "Gas to displace coal on road to clean energy," Nature, Nature, vol. 466(7302), pages 19-19, July.
    11. C. Cheong & K. Tan & D. Liu & C. Lin, 2010. "Multi-objective and prioritized berth allocation in container ports," Annals of Operations Research, Springer, vol. 180(1), pages 63-103, November.
    12. Dempe, Stephan & Kalashnikov, Vyacheslav & Rios-Mercado, Roger Z., 2005. "Discrete bilevel programming: Application to a natural gas cash-out problem," European Journal of Operational Research, Elsevier, vol. 166(2), pages 469-488, October.
    13. Dempe, S., 2011. "Comment to "interactive fuzzy goal programming approach for bilevel programming problem" by S.R. Arora and R. Gupta," European Journal of Operational Research, Elsevier, vol. 212(2), pages 429-431, July.
    14. Arora, S.R. & Gupta, Ritu, 2009. "Interactive fuzzy goal programming approach for bilevel programming problem," European Journal of Operational Research, Elsevier, vol. 194(2), pages 368-376, April.
    15. Carballo, R. & Sánchez, M. & Ramos, V. & Castro, A., 2014. "A tool for combined WEC-site selection throughout a coastal region: Rias Baixas, NW Spain," Applied Energy, Elsevier, vol. 135(C), pages 11-19.
    16. Richard Heinberg & David Fridley, 2010. "The end of cheap coal," Nature, Nature, vol. 468(7322), pages 367-369, November.
    17. Rojanamon, Pannathat & Chaisomphob, Taweep & Bureekul, Thawilwadee, 2009. "Application of geographical information system to site selection of small run-of-river hydropower project by considering engineering/economic/environmental criteria and social impact," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2336-2348, December.
    18. Choudhary, Devendra & Shankar, Ravi, 2012. "An STEEP-fuzzy AHP-TOPSIS framework for evaluation and selection of thermal power plant location: A case study from India," Energy, Elsevier, vol. 42(1), pages 510-521.
    19. Satkin, Mohammad & Noorollahi, Younes & Abbaspour, Majid & Yousefi, Hossein, 2014. "Multi criteria site selection model for wind-compressed air energy storage power plants in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 579-590.
    20. James, Tabitha & Rego, Cesar & Glover, Fred, 2009. "A cooperative parallel tabu search algorithm for the quadratic assignment problem," European Journal of Operational Research, Elsevier, vol. 195(3), pages 810-826, June.
    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. Asadi, Meysam & Pourhossein, Kazem, 2021. "Wind farm site selection considering turbulence intensity," Energy, Elsevier, vol. 236(C).
    2. Shorabeh, Saman Nadizadeh & Firozjaei, Mohammad Karimi & Nematollahi, Omid & Firozjaei, Hamzeh Karimi & Jelokhani-Niaraki, Mohammadreza, 2019. "A risk-based multi-criteria spatial decision analysis for solar power plant site selection in different climates: A case study in Iran," Renewable Energy, Elsevier, vol. 143(C), pages 958-973.
    3. Ma, Jun & Cheng, Jack C.P., 2016. "Estimation of the building energy use intensity in the urban scale by integrating GIS and big data technology," Applied Energy, Elsevier, vol. 183(C), pages 182-192.
    4. Lv, Chengwei & Xu, Jiuping & Xie, Heping & Zeng, Ziqiang & Wu, Yimin, 2016. "Equilibrium strategy based coal blending method for combined carbon and PM10 emissions reductions," Applied Energy, Elsevier, vol. 183(C), pages 1035-1052.
    5. Xu, Jiuping & Huang, Qian & Lv, Chengwei & Feng, Qing & Wang, Fengjuan, 2018. "Carbon emissions reductions oriented dynamic equilibrium strategy using biomass-coal co-firing," Energy Policy, Elsevier, vol. 123(C), pages 184-197.
    6. Rediske, Graciele & Siluk, Julio Cezar M. & Michels, Leandro & Rigo, Paula D. & Rosa, Carmen B. & Cugler, Gilberto, 2020. "Multi-criteria decision-making model for assessment of large photovoltaic farms in Brazil," Energy, Elsevier, vol. 197(C).
    7. Dai, Jingqi & Li, Zongmin, 2023. "An equilibrium approach towards sustainable operation of a modern coal chemical industrial park," Omega, Elsevier, vol. 120(C).
    8. Indre Siksnelyte & Edmundas Kazimieras Zavadskas & Dalia Streimikiene & Deepak Sharma, 2018. "An Overview of Multi-Criteria Decision-Making Methods in Dealing with Sustainable Energy Development Issues," Energies, MDPI, vol. 11(10), pages 1-21, October.
    9. Al Garni, Hassan Z. & Awasthi, Anjali, 2017. "Solar PV power plant site selection using a GIS-AHP based approach with application in Saudi Arabia," Applied Energy, Elsevier, vol. 206(C), pages 1225-1240.
    10. Song, Xiaoling & Xu, Jiuping & Zhang, Zhe & Shen, Charles & Xie, Heping & Peña-Mora, Feniosky & Wu, Yimin, 2017. "Reconciling strategy towards construction site selection-layout for coal-fired power plants," Applied Energy, Elsevier, vol. 204(C), pages 846-865.
    11. Costa, Fabrício Rodrigues & Ribeiro, Carlos Antonio Alvares Soares & Marcatti, Gustavo Eduardo & Lorenzon, Alexandre Simões & Teixeira, Thaisa Ribeiro & Domingues, Getulio Fonseca & Castro, Nero Lemos, 2020. "GIS applied to location of bioenergy plants in tropical agricultural areas," Renewable Energy, Elsevier, vol. 153(C), pages 911-918.
    12. Sánchez, David & Bortkiewicz, Anna & Rodríguez, José M. & Martínez, Gonzalo S. & Gavagnin, Giacomo & Sánchez, Tomás, 2016. "A methodology to identify potential markets for small-scale solar thermal power generators," Applied Energy, Elsevier, vol. 169(C), pages 287-300.

    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. Song, Xiaoling & Xu, Jiuping & Zhang, Zhe & Shen, Charles & Xie, Heping & Peña-Mora, Feniosky & Wu, Yimin, 2017. "Reconciling strategy towards construction site selection-layout for coal-fired power plants," Applied Energy, Elsevier, vol. 204(C), pages 846-865.
    2. Yunna Wu & Meng Yang & Haobo Zhang & Kaifeng Chen & Yang Wang, 2016. "Optimal Site Selection of Electric Vehicle Charging Stations Based on a Cloud Model and the PROMETHEE Method," Energies, MDPI, vol. 9(3), pages 1-20, March.
    3. Yunna Wu & Chao Xie & Chuanbo Xu & Fang Li, 2017. "A Decision Framework for Electric Vehicle Charging Station Site Selection for Residential Communities under an Intuitionistic Fuzzy Environment: A Case of Beijing," Energies, MDPI, vol. 10(9), pages 1-25, August.
    4. Deveci, Muhammet & Cali, Umit & Kucuksari, Sadik & Erdogan, Nuh, 2020. "Interval type-2 fuzzy sets based multi-criteria decision-making model for offshore wind farm development in Ireland," Energy, Elsevier, vol. 198(C).
    5. Qing Feng & Qian Huang & Qingyan Zheng & Li Lu, 2018. "New Carbon Emissions Allowance Allocation Method Based on Equilibrium Strategy for Carbon Emission Mitigation in the Coal-Fired Power Industry," Sustainability, MDPI, vol. 10(8), pages 1-18, August.
    6. Jalil Heidary Dahooie & Ali Husseinzadeh Kashan & Zahra Shoaei Naeini & Amir Salar Vanaki & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2022. "A Hybrid Multi-Criteria-Decision-Making Aggregation Method and Geographic Information System for Selecting Optimal Solar Power Plants in Iran," Energies, MDPI, vol. 15(8), pages 1-20, April.
    7. Moiz, Abdul & Kawasaki, Akiyuki & Koike, Toshio & Shrestha, Maheswor, 2018. "A systematic decision support tool for robust hydropower site selection in poorly gauged basins," Applied Energy, Elsevier, vol. 224(C), pages 309-321.
    8. Gökçe Candan & Merve Cengiz Toklu, 2021. "Determining Solar Power Plant Location Using Hesitant Fuzzy AHP Method," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 9(1), pages 25-34, June.
    9. Jiuping Xu & Lurong Fan & Chengwei Lv, 2017. "Equilibrium Strategy Based Recycling Facility Site Selection towards Mitigating Coal Gangue Contamination," Sustainability, MDPI, vol. 9(2), pages 1-27, February.
    10. Zhanwu Wang & Guangyin Xu & Zhenfeng Wang & Zhiping Zhang, 2022. "Sustainability of agricultural waste power generation industry in China: criteria relationship identification and policy design mechanism," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3371-3395, March.
    11. Wenjun Chen & Yanlei Zhu & Meng Yang & Jiahai Yuan, 2017. "Optimal Site Selection of Wind-Solar Complementary Power Generation Project for a Large-Scale Plug-In Charging Station," Sustainability, MDPI, vol. 9(11), pages 1-22, October.
    12. Chufeng He & Aijun Liu & Lei Xu & Shuailei Yuan & Mingbao Cheng & Huan Wang & Fang Wang & Hui Lu & Xiaoxue Liu, 2022. "A Combined Fuzzy Optimization Model for the Location of an Intelligent Energy-Efficient Manufacturing Industrial Park," Energies, MDPI, vol. 15(24), pages 1-23, December.
    13. Yıldız, Nurdan & Tüysüz, Fatih, 2019. "A hybrid multi-criteria decision making approach for strategic retail location investment: Application to Turkish food retailing," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    14. Rediske, Graciele & Siluk, Julio Cezar M. & Michels, Leandro & Rigo, Paula D. & Rosa, Carmen B. & Cugler, Gilberto, 2020. "Multi-criteria decision-making model for assessment of large photovoltaic farms in Brazil," Energy, Elsevier, vol. 197(C).
    15. Carnero, María Carmen & Gómez, Andrés, 2017. "Maintenance strategy selection in electric power distribution systems," Energy, Elsevier, vol. 129(C), pages 255-272.
    16. Horasan, Muhammed Bilal & Kilic, Huseyin Selcuk, 2022. "A multi-objective decision-making model for renewable energy planning: The case of Turkey," Renewable Energy, Elsevier, vol. 193(C), pages 484-504.
    17. Liu, Wu & Hui, Longxuan & Lu, Yuting & Tang, Jinsong, 2020. "Developing an evaluation method for SCADA-Controlled urban gas infrastructure hierarchical design using multi-level fuzzy comprehensive evaluation," International Journal of Critical Infrastructure Protection, Elsevier, vol. 30(C).
    18. Vrînceanu, Alexandra & Dumitrașcu, Monica & Kucsicsa, Gheorghe, 2022. "Site suitability for photovoltaic farms and current investment in Romania," Renewable Energy, Elsevier, vol. 187(C), pages 320-330.
    19. Morim, Joao & Cartwright, Nick & Hemer, Mark & Etemad-Shahidi, Amir & Strauss, Darrell, 2019. "Inter- and intra-annual variability of potential power production from wave energy converters," Energy, Elsevier, vol. 169(C), pages 1224-1241.
    20. Ye, Hong & Lin, Zhiping, 2006. "Speed-up simulated annealing by parallel coordinates," European Journal of Operational Research, Elsevier, vol. 173(1), pages 59-71, August.

    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:appene:v:159:y:2015:i:c:p:520-539. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.