IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v143y2018icp785-796.html
   My bibliography  Save this article

Methodology that improves water utilization and hydropower generation without increasing flood risk in mega cascade reservoirs

Author

Listed:
  • Zhou, Yanlai
  • Guo, Shenglian
  • Chang, Fi-John
  • Liu, Pan
  • Chen, Alexander B.

Abstract

The optimal dynamic operating flood limiting water levels (FLWLs) of cascade reservoirs are the critical driver for satisfactorily compromise flood control and hydropower needs. We proposed an adept multi-objective dynamic operating FLWLs methodology based on an evolutionary algorithm with a modified aggregation-decomposition method for optimal operation of three cascade reservoirs. The modified aggregation-decomposition method is used to identify the upper boundary of FLWLs of cascade reservoirs by extending the flood routing process for multiple time-delay inflows - single outflow patterns. The non-dominated sorting genetic algorithm-II (NSGA-II) was then used to efficiently counterbalance the risks of flood control and hydropower generation in the dynamic operation of cascade reservoirs. Three mega cascade reservoirs in the Yangtze River basin of China are selected as a case study. The optimal solutions of cascade reservoirs operation are compared with those of single reservoir operation. The results indicate (1) the minimum power generation risk solution could largely improve the water utilization and hydropower generation by 5.43% and 6.48% (3.71billion kW·h/year), respectively, as well as mitigate the power generation risk by 5.8% with a small cost of increasing flood risk by 0.3%; and (2) the minimum flood control risk solution could reduce the flood risk and power generation risk by 0.4% and 0.7%, respectively, and enhance the water utilization and hydropower generation by 0.64% and 2.18%, respectively. We demonstrate the proposed methodology could largely improve the water utilization and hydropower generation without increasing flood risk. Moreover the widespread Pareto front solutions allow decision-makers to determine the best compromising solution with counterbalanced risks of flood control and hydropower generation. The hydropower generation indeed would provide extensive economic benefits and contribute to growth in social well-being with low environmental impact. Thus, the proposed methodology can be used as a basis of analysis for a large number of constructed and under-constructed mega dams in upper Yangtze river to overcome the bottleneck of new energy development and water resources sustainability management.

Suggested Citation

  • Zhou, Yanlai & Guo, Shenglian & Chang, Fi-John & Liu, Pan & Chen, Alexander B., 2018. "Methodology that improves water utilization and hydropower generation without increasing flood risk in mega cascade reservoirs," Energy, Elsevier, vol. 143(C), pages 785-796.
  • Handle: RePEc:eee:energy:v:143:y:2018:i:c:p:785-796
    DOI: 10.1016/j.energy.2017.11.035
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544217318844
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2017.11.035?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. Feng, Zhong-kai & Niu, Wen-jing & Cheng, Chun-tian & Liao, Sheng-li, 2017. "Hydropower system operation optimization by discrete differential dynamic programming based on orthogonal experiment design," Energy, Elsevier, vol. 126(C), pages 720-732.
    2. Zhang, Xiliang & Ruoshui, Wang & Molin, Huo & Martinot, Eric, 2010. "A study of the role played by renewable energies in China's sustainable energy supply," Energy, Elsevier, vol. 35(11), pages 4392-4399.
    3. Zhao, Zhen-Yu & Zuo, Jian & Fan, Lei-Lei & Zillante, George, 2011. "Impacts of renewable energy regulations on the structure of power generation in China – A critical analysis," Renewable Energy, Elsevier, vol. 36(1), pages 24-30.
    4. Li, Xin & Feng, Kuishuang & Siu, Yim Ling & Hubacek, Klaus, 2012. "Energy-water nexus of wind power in China: The balancing act between CO2 emissions and water consumption," Energy Policy, Elsevier, vol. 45(C), pages 440-448.
    5. Chang, Jianxia & Li, Yunyun & Yuan, Meng & Wang, Yimin, 2017. "Efficiency evaluation of hydropower station operation: A case study of Longyangxia station in the Yellow River, China," Energy, Elsevier, vol. 135(C), pages 23-31.
    6. Zheng, Tengfei & Qiang, Maoshan & Chen, Wenchao & Xia, Bingqing & Wang, Jianing, 2016. "An externality evaluation model for hydropower projects: A case study of the Three Gorges Project," Energy, Elsevier, vol. 108(C), pages 74-85.
    7. Raadal, Hanne Lerche & Gagnon, Luc & Modahl, Ingunn Saur & Hanssen, Ole Jørgen, 2011. "Life cycle greenhouse gas (GHG) emissions from the generation of wind and hydro power," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(7), pages 3417-3422, September.
    8. Eriksen, Emil H. & Schwenk-Nebbe, Leon J. & Tranberg, Bo & Brown, Tom & Greiner, Martin, 2017. "Optimal heterogeneity in a simplified highly renewable European electricity system," Energy, Elsevier, vol. 133(C), pages 913-928.
    9. Guo, Zheng & Ma, Linwei & Liu, Pei & Jones, Ian & Li, Zheng, 2016. "A multi-regional modelling and optimization approach to China's power generation and transmission planning," Energy, Elsevier, vol. 116(P2), pages 1348-1359.
    10. François, B. & Zoccatelli, D. & Borga, M., 2017. "Assessing small hydro/solar power complementarity in ungauged mountainous areas: A crash test study for hydrological prediction methods," Energy, Elsevier, vol. 127(C), pages 716-729.
    11. Du, Jiyun & Yang, Hongxing & Shen, Zhicheng & Chen, Jian, 2017. "Micro hydro power generation from water supply system in high rise buildings using pump as turbines," Energy, Elsevier, vol. 137(C), pages 431-440.
    12. Chen, Fang & Zhou, Jianzhong & Wang, Chao & Li, Chunlong & Lu, Peng, 2017. "A modified gravitational search algorithm based on a non-dominated sorting genetic approach for hydro-thermal-wind economic emission dispatching," Energy, Elsevier, vol. 121(C), pages 276-291.
    13. Turconi, Roberto & Boldrin, Alessio & Astrup, Thomas, 2013. "Life cycle assessment (LCA) of electricity generation technologies: Overview, comparability and limitations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 555-565.
    14. Fi-John Chang & Yu-Chung Wang & Wen-Ping Tsai, 2016. "Modelling Intelligent Water Resources Allocation for Multi-users," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(4), pages 1395-1413, March.
    15. Tsai, Yu-Ching & Chiu, Chih-Pin & Ko, Fu-Kuang & Chen, Tzong-Chyuan & Yang, Jing-Tang, 2016. "Desalination plants and renewables combined to solve power and water issues," Energy, Elsevier, vol. 113(C), pages 1018-1030.
    16. Zhen, J.L. & Huang, G.H. & Li, W. & Liu, Z.P. & Wu, C.B., 2017. "An inexact optimization model for regional electric system steady operation management considering integrated renewable resources," Energy, Elsevier, vol. 135(C), pages 195-209.
    17. Wang, Xianxun & Mei, Yadong & Kong, Yanjun & Lin, Yuru & Wang, Hao, 2017. "Improved multi-objective model and analysis of the coordinated operation of a hydro-wind-photovoltaic system," Energy, Elsevier, vol. 134(C), pages 813-839.
    18. Fi-John Chang & Yu-Chung Wang & Wen-Ping Tsai, 2016. "Modelling Intelligent Water Resources Allocation for Multi-users," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(4), pages 1395-1413, March.
    19. Gagnon, Luc & van de Vate, Joop F., 1997. "Greenhouse gas emissions from hydropower : The state of research in 1996," Energy Policy, Elsevier, vol. 25(1), pages 7-13, January.
    20. Yasaman Makaremi & Ali Haghighi & Hamid Reza Ghafouri, 2017. "Optimization of Pump Scheduling Program in Water Supply Systems Using a Self-Adaptive NSGA-II; a Review of Theory to Real Application," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(4), pages 1283-1304, March.
    21. Asmadi Ahmad & Ahmed El-Shafie & Siti Razali & Zawawi Mohamad, 2014. "Reservoir Optimization in Water Resources: a Review," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(11), pages 3391-3405, September.
    22. Jionghong Chen & Shenglian Guo & Yu Li & Pan Liu & Yanlai Zhou, 2013. "Joint Operation and Dynamic Control of Flood Limiting Water Levels for Cascade Reservoirs," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(3), pages 749-763, February.
    23. Arias-Gaviria, Jessica & van der Zwaan, Bob & Kober, Tom & Arango-Aramburo, Santiago, 2017. "The prospects for Small Hydropower in Colombia," Renewable Energy, Elsevier, vol. 107(C), pages 204-214.
    24. Tarroja, Brian & AghaKouchak, Amir & Samuelsen, Scott, 2016. "Quantifying climate change impacts on hydropower generation and implications on electric grid greenhouse gas emissions and operation," Energy, Elsevier, vol. 111(C), pages 295-305.
    25. Asdrubali, Francesco & Baldinelli, Giorgio & D’Alessandro, Francesco & Scrucca, Flavio, 2015. "Life cycle assessment of electricity production from renewable energies: Review and results harmonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1113-1122.
    26. Obara, Shin'ya & Morel, Jorge & Okada, Masaki & Kobayashi, Kazuma, 2016. "Performance evaluation of an independent microgrid comprising an integrated coal gasification fuel cell combined cycle, large-scale photovoltaics, and a pumped-storage power station," Energy, Elsevier, vol. 116(P1), pages 78-93.
    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. Zuo, Jingping & Qian, Cuncun & Su, Bing & Ji, Hao & Xu, Yang & Peng, Zhipeng, 2024. "Evaluation of future renewable energy drought risk in China based on CMIP6," Renewable Energy, Elsevier, vol. 225(C).
    2. Zhong, Zhiming & Fan, Neng & Wu, Lei, 2024. "Multistage Stochastic optimization for mid-term integrated generation and maintenance scheduling of cascaded hydroelectric system with renewable energy uncertainty," European Journal of Operational Research, Elsevier, vol. 318(1), pages 179-199.
    3. Lei, Kaixuan & Chang, Jianxia & Long, Ruihao & Wang, Yimin & Zhang, Hongxue, 2022. "Cascade hydropower station risk operation under the condition of inflow uncertainty," Energy, Elsevier, vol. 244(PA).
    4. Zhou, Yanlai & Chang, Fi-John & Chang, Li-Chiu & Herricks, Edwin, 2024. "Elevating urban sustainability: An intelligent framework for optimizing water-energy-food nexus synergies in metabolic landscapes," Applied Energy, Elsevier, vol. 360(C).
    5. Liu, Benxi & Cheng, Chuntian & Wang, Sen & Liao, Shengli & Chau, Kwok-Wing & Wu, Xinyu & Li, Weidong, 2018. "Parallel chance-constrained dynamic programming for cascade hydropower system operation," Energy, Elsevier, vol. 165(PA), pages 752-767.
    6. Meng, Xuejiao & Chang, Jianxia & Wang, Xuebin & Wang, Yimin, 2019. "Multi-objective hydropower station operation using an improved cuckoo search algorithm," Energy, Elsevier, vol. 168(C), pages 425-439.
    7. Hu Hu & Kan Yang & Lyuwen Su & Zhe Yang, 2019. "A Novel Adaptive Multi-Objective Particle Swarm Optimization Based on Decomposition and Dominance for Long-term Generation Scheduling of Cascade Hydropower System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(11), pages 4007-4026, September.
    8. Zhenyu Mu & Xueshan Ai & Jie Ding & Kui Huang & Senlin Chen & Jiajun Guo & Zuo Dong, 2022. "Risk Analysis of Dynamic Water Level Setting of Reservoir in Flood Season Based on Multi-index," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(9), pages 3067-3086, July.
    9. Wang, Te & Li, Zongkun & Ge, Wei & Zhang, Hua & Zhang, Yadong & Sun, Heqiang & Jiao, Yutie, 2023. "Risk consequence assessment of dam breach in cascade reservoirs considering risk transmission and superposition," Energy, Elsevier, vol. 265(C).
    10. Yun Chen & Zhigen Hu & Quan Liu & Shu Chen, 2020. "Evolutionary Game Analysis of Tripartite Cooperation Strategy under Mixed Development Environment of Cascade Hydropower Stations," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(6), pages 1951-1970, April.
    11. Zhou, Yanlai & Guo, Shenglian & Chang, Fi-John & Xu, Chong-Yu, 2018. "Boosting hydropower output of mega cascade reservoirs using an evolutionary algorithm with successive approximation," Applied Energy, Elsevier, vol. 228(C), pages 1726-1739.
    12. Feng, Zhong-kai & Niu, Wen-jing & Cheng, Chun-tian, 2019. "China’s large-scale hydropower system: operation characteristics, modeling challenge and dimensionality reduction possibilities," Renewable Energy, Elsevier, vol. 136(C), pages 805-818.
    13. Yuni Xu & Xiang Fu & Xuefeng Chu, 2019. "Analyzing the Impacts of Climate Change on Hydro-Environmental Conflict-Resolution Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(4), pages 1591-1607, March.
    14. Zhou, Yanlai & Chang, Li-Chiu & Uen, Tin-Shuan & Guo, Shenglian & Xu, Chong-Yu & Chang, Fi-John, 2019. "Prospect for small-hydropower installation settled upon optimal water allocation: An action to stimulate synergies of water-food-energy nexus," Applied Energy, Elsevier, vol. 238(C), pages 668-682.
    15. Ming, Bo & Liu, Pan & Guo, Shenglian & Cheng, Lei & Zhou, Yanlai & Gao, Shida & Li, He, 2018. "Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China," Applied Energy, Elsevier, vol. 228(C), pages 1341-1352.
    16. Zhong, Ruida & Zhao, Tongtiegang & Chen, Xiaohong, 2021. "Evaluating the tradeoff between hydropower benefit and ecological interest under climate change: How will the water-energy-ecosystem nexus evolve in the upper Mekong basin?," Energy, Elsevier, vol. 237(C).
    17. Gong, Yu & Liu, Pan & Zhang, Jun & Liu, Dedi & Zhang, Xiaoqi & Zhang, Xiaojing, 2020. "Considering different streamflow forecast horizons in the quantitative flood risk analysis for a multi-reservoir system," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    18. Xie, Yuzuo & Guo, Shenglian & Zhong, Sirui & He, Zhipeng & Liu, Pan & Zhou, Yanlai, 2024. "Optimal allocation of flood prevention storage and dynamic operation of water levels to increase cascade reservoir hydropower generation," Renewable Energy, Elsevier, vol. 228(C).
    19. Chang, Jianxia & Wang, Xiaoyu & Li, Yunyun & Wang, Yimin & Zhang, Hongxue, 2018. "Hydropower plant operation rules optimization response to climate change," Energy, Elsevier, vol. 160(C), pages 886-897.
    20. Shen, Jianjian & Cheng, Chuntian & Wang, Sen & Yuan, Xiaoye & Sun, Lifei & Zhang, Jun, 2020. "Multiobjective optimal operations for an interprovincial hydropower system considering peak-shaving demands," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(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. Tsai, Wen-Ping & Cheng, Chung-Lien & Uen, Tinn-Shuan & Zhou, Yanlai & Chang, Fi-John, 2019. "Drought mitigation under urbanization through an intelligent water allocation system," Agricultural Water Management, Elsevier, vol. 213(C), pages 87-96.
    2. Gallagher, John & Styles, David & McNabola, Aonghus & Williams, A. Prysor, 2015. "Making green technology greener: Achieving a balance between carbon and resource savings through ecodesign in hydropower systems," Resources, Conservation & Recycling, Elsevier, vol. 105(PA), pages 11-17.
    3. Gemechu, Eskinder & Kumar, Amit, 2022. "A review of how life cycle assessment has been used to assess the environmental impacts of hydropower energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    4. Briones Hidrovo, Andrei & Uche, Javier & Martínez-Gracia, Amaya, 2017. "Accounting for GHG net reservoir emissions of hydropower in Ecuador," Renewable Energy, Elsevier, vol. 112(C), pages 209-221.
    5. Mahmud, M.A. Parvez & Huda, Nazmul & Farjana, Shahjadi Hisan & Lang, Candace, 2020. "Life-cycle impact assessment of renewable electricity generation systems in the United States," Renewable Energy, Elsevier, vol. 151(C), pages 1028-1045.
    6. Ming, Bo & Liu, Pan & Guo, Shenglian & Cheng, Lei & Zhou, Yanlai & Gao, Shida & Li, He, 2018. "Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China," Applied Energy, Elsevier, vol. 228(C), pages 1341-1352.
    7. Akhil Kadiyala & Raghava Kommalapati & Ziaul Huque, 2016. "Evaluation of the Life Cycle Greenhouse Gas Emissions from Hydroelectricity Generation Systems," Sustainability, MDPI, vol. 8(6), pages 1-14, June.
    8. Besseau, Romain & Sacchi, Romain & Blanc, Isabelle & Pérez-López, Paula, 2019. "Past, present and future environmental footprint of the Danish wind turbine fleet with LCA_WIND_DK, an online interactive platform," Renewable and Sustainable Energy Reviews, Elsevier, vol. 108(C), pages 274-288.
    9. El Hage, Hicham & Herez, Amal & Ramadan, Mohamad & Bazzi, Hassan & Khaled, Mahmoud, 2018. "An investigation on solar drying: A review with economic and environmental assessment," Energy, Elsevier, vol. 157(C), pages 815-829.
    10. Mahmud, M.A. Parvez & Farjana, Shahjadi Hisan, 2022. "Comparative life cycle environmental impact assessment of renewable electricity generation systems: A practical approach towards Europe, North America and Oceania," Renewable Energy, Elsevier, vol. 193(C), pages 1106-1120.
    11. Liu, Benxi & Liao, Shengli & Cheng, Chuntian & Chen, Fu & Li, Weidong, 2018. "Hydropower curtailment in Yunnan Province, southwestern China: Constraint analysis and suggestions," Renewable Energy, Elsevier, vol. 121(C), pages 700-711.
    12. Zhou, Yanlai & Chang, Li-Chiu & Uen, Tin-Shuan & Guo, Shenglian & Xu, Chong-Yu & Chang, Fi-John, 2019. "Prospect for small-hydropower installation settled upon optimal water allocation: An action to stimulate synergies of water-food-energy nexus," Applied Energy, Elsevier, vol. 238(C), pages 668-682.
    13. Mendecka, Barbara & Lombardi, Lidia, 2019. "Life cycle environmental impacts of wind energy technologies: A review of simplified models and harmonization of the results," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 462-480.
    14. Xuerong Li & Faliang Gui & Qingpeng Li, 2019. "Can Hydropower Still Be Considered a Clean Energy Source? Compelling Evidence from a Middle-Sized Hydropower Station in China," Sustainability, MDPI, vol. 11(16), pages 1-13, August.
    15. Stua, Michele, 2013. "Evidence of the clean development mechanism impact on the Chinese electric power system's low-carbon transition," Energy Policy, Elsevier, vol. 62(C), pages 1309-1319.
    16. Zhang, Ruirui & Wang, Guiling & Shen, Xiaoxu & Wang, Jinfeng & Tan, Xianfeng & Feng, Shoutao & Hong, Jinglan, 2020. "Is geothermal heating environmentally superior than coal fired heating in China?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
    17. Abolhosseini, Shahrouz & Heshmati, Almas & Altmann, Jörn, 2014. "A Review of Renewable Energy Supply and Energy Efficiency Technologies," IZA Discussion Papers 8145, Institute of Labor Economics (IZA).
    18. Emblemsvåg, Jan, 2022. "Wind energy is not sustainable when balanced by fossil energy," Applied Energy, Elsevier, vol. 305(C).
    19. Zeng, Ming & Li, Chen & Zhou, Lisha, 2013. "Progress and prospective on the police system of renewable energy in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 36-44.
    20. Ludin, Norasikin Ahmad & Mustafa, Nur Ifthitah & Hanafiah, Marlia M. & Ibrahim, Mohd Adib & Asri Mat Teridi, Mohd & Sepeai, Suhaila & Zaharim, Azami & Sopian, Kamaruzzaman, 2018. "Prospects of life cycle assessment of renewable energy from solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 11-28.

    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:energy:v:143:y:2018:i:c:p:785-796. 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/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.