Multi-objective optimization of cascade reservoirs using NSGA-II: A case study of the Three Gorges-Gezhouba cascade reservoirs in the middle Yangtze River, China

References

• Aboutalebi M, Bozorg-Haddad O, and Loaiciga HA. 2015. Optimal monthly reservoir operation rules for hydropower generation derived with SVR-NSGAII. J Water Resour Plann Manage 141(11):04015029
   Google Scholar
• Bhattacharya R and Bandyopadhyay S. 2010. Solving conflicting bi-objective facility location problem by NSGA II evolutionary algorithm. Int J Adv Manuf Technol 51(1–4):397–414
   Web of Science ®Google Scholar
• Cai WJ, Zhang LL, Zhu XP, et al. 2013. Optimized reservoir operation to balance human and environmental requirements: A case study for the Three Gorges and Gezhouba Dams, Yangtze River basin, China. Ecol Inf 18:40–8
   Web of Science ®Google Scholar
• Cao GJ, Cai ZG, Liu ZW, et al. 2007. Daily optimized model for long-term operation of the Three Gorges-Gezhouba Cascade Power Stations. Sci China E-Technol Sci 50:98–110
   Google Scholar
• Chang LC and Chang FJ. 2009. Multi-objective evolutionary algorithm for operating parallel reservoir system. J Hydrol 377(1–2):12–20
   Web of Science ®Google Scholar
• Chen QW, Chen D, Li RN, et al. 2013. Adapting the operation of two cascaded reservoirs for ecological flow requirement of a de-watered river channel due to diversion-type hydropower stations. Ecol Modell 252:266–72
   Web of Science ®Google Scholar
• Dai LQ, Mao JQ, Wang Y, et al. 2016. Optimal operation of the Three Gorges Reservoir subject to the ecological water level of Dongting Lake. Environ Earth Sci 75(14):1–14
   Web of Science ®Google Scholar
• Deb K, Pratap A, Agarwal S, et al. 2002. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–97
   Web of Science ®Google Scholar
• Doledec S, Forcellini M, Olivier JM, et al. 2015. Effects of large river restoration on currently used bioindicators and alternative metrics. Freshwater Biol 60(6):1221–36
   Web of Science ®Google Scholar
• Hajiabadi R and Zarghami M. 2014. Multi-objective reservoir operation with sediment flushing; case study of sefidrud reservoir. Water Resour Manage 28(15):5357–76
   Web of Science ®Google Scholar
• Hu M, Huang GH, Sun W, et al. 2016. Optimization and evaluation of environmental operations for Three Gorges Reservoir. Water Resour Manage 30(10):3553–76
   Web of Science ®Google Scholar
• Huang SZ, Chang JX, Huang Q, et al. 2014. Calculation of the instream ecological flow of the wei river based on hydrological variation. J Appl Math 2014:1–9
   Web of Science ®Google Scholar
• Jain V, Sachdeva G, Kachhwaha SS, et al. 2016. Thermo-economic and environmental analyses based multi-objective optimization of vapor compression–absorption cascaded refrigeration system using NSGA-II technique. Energy Convers Manage 113:230–42
   Web of Science ®Google Scholar
• Jeong KS, Kim M, Jo H, et al. 2015. Search of optimal locations for species- or group-specific primer design in DNA sequences: Non-dominated Sorting Genetic Algorithm II (NSGA-II). Ecol Inf 29:214–20
   Web of Science ®Google Scholar
• Karimi SS, Yasi M, and Eslamian S. 2012. Use of hydrological methods for assessment of environmental flow in a river reach. Int J Environ Sci Technol 9(3):549–58
   Web of Science ®Google Scholar
• King AJ, Gawne B, Beesley L, et al. 2015. Improving ecological response monitoring of environmental flows. Environ Manage 55(5):991–1005
   PubMed Web of Science ®Google Scholar
• Li FF, Wei JH, Fu XD, et al. 2012. An effective approach to long-term optimal operation of large-scale reservoir systems: case study of the Three Gorges system. Water Resour Manage 26(14):4073–90
   Web of Science ®Google Scholar
• Li Q, Yu M, Zhao J, et al. 2012. Impact of the Three Gorges reservoir operation on downstream ecological water requirements. Hydrol Res 43(1–2):48–53
   Web of Science ®Google Scholar
• Ma C, Lian JJ, and Wang JN. 2013. Short-term optimal operation of Three-gorge and Gezhouba cascade hydropower stations in non-flood season with operation rules from data mining. Energy Convers Manage 65:616–27
   Web of Science ®Google Scholar
• Ma J, Liu DF, Wells SA, et al. 2015. Modeling density currents in a typical tributary of the Three Gorges Reservoir, China. Ecol Modell 296:113–25
   Web of Science ®Google Scholar
• Mao JQ, Jiang DG, and Dai HC. 2015. Spatial-temporal hydrodynamic and algal bloom modelling analysis of a reservoir tributary embayment. J Hydro-Environ Res 9(2):200–15
   Web of Science ®Google Scholar
• Mandal KK and Chakraborty N. 2009. Short-term combined economic emission scheduling of hydrothermal power systems with cascaded reservoirs using differential evolution. Energy Convers Manage 50(1):97–104
   Web of Science ®Google Scholar
• Mo L, Lu P, Wang C, et al. 2013. Short-term hydro generation scheduling of Three Gorges-Gezhouba cascaded hydropower plants using hybrid MACS-ADE approach. Energy Convers Manage 76:260–73
   Web of Science ®Google Scholar
• Moravej M and Hosseini-Moghari SM. 2016. Large scale reservoirs system operation optimization: the interior search algorithm (ISA) approach. Water Resour Manage 30(10):3389–407
   Web of Science ®Google Scholar
• Ngoc TA, Hiramatsu K, and Harada M. 2014. Optimizing the rule curves of multi-use reservoir operation using a genetic algorithm with a penalty strategy. Paddy Water Environ 12(1):125–37
   Web of Science ®Google Scholar
• Pasandideh SHR, Niaki STA, and Asadi K. 2015. Bi-objective optimization of a multi-product multi-period three-echelon supply chain problem under uncertain environments: NSGA-II and NRGA. Inf Sci 292:57–74
   Web of Science ®Google Scholar
• Peralta RC, Forghani A, and Fayad H. 2014. Multiobjective genetic algorithm conjunctive use optimization for production, cost, and energy with dynamic return flow. J Hydrol 511:776–85
   Web of Science ®Google Scholar
• Pereira-Cardenal SJ, Mo B, Gjelsvik A, et al. 2016. Joint optimization of regional water-power systems. Adv Water Resour 92:200–7
   Web of Science ®Google Scholar
• Rossel V and De La Fuente A. 2015. Assessing the link between environmental flow, hydropeaking operation and water quality of reservoirs. Ecol Eng 85:26–38
   Web of Science ®Google Scholar
• Sharifi S and Massoudieh A. 2012. A novel hybrid mechanistic-data-driven model identification framework using NSGA-II. J Hydroinf 14(3):697–715
   Web of Science ®Google Scholar
• Shaygan M, Alimohammadi A, Mansourian A, et al. 2014. Spatial Multi-Objective Optimization Approach for Land Use Allocation Using NSGA-II. IEEE J Sel Topics Appl Earth Obs Remote Sens 7(3):906–16
   Web of Science ®Google Scholar
• Suiadee W and Tingsanchali T. 2007. A combined simulation-genetic algorithm optimization model for optimal rule curves of a reservoir: a case study of the Nam Oon Irrigation Project, Thailand. Hydrol Processes 21(23):3211–25
   Web of Science ®Google Scholar
• Taghian M, Rosbjerg D, Haghighi A, et al. 2014. Optimization of conventional rule curves coupled with hedging rules for reservoir operation. J Water Resour Plann Manage 140(5):693–8
   Web of Science ®Google Scholar
• Tavana M, Li ZJ, Mobin M, et al. 2016. Multi-objective control chart design optimization using NSGA-III and MOPSO enhanced with DEA and TOPSIS. Exp Syst Appl 50:17–39
   Web of Science ®Google Scholar
• Tilmant A, Beevers L, and Muyunda B. 2010. Restoring a flow regime through the coordinated operation of a multireservoir system: The case of the Zambezi River basin. Water Resour Res 46(7):W07533
   Google Scholar
• Tsai WP, Chang FJ, Chang LC, et al. 2015. AI techniques for optimizing multi-objective reservoir operation upon human and riverine ecosystem demands. J Hydrol 530:634–44
   Web of Science ®Google Scholar
• Wang JN, Dong ZR, Liao WG, et al. 2013. An environmental flow assessment method based on the relationships between flow and ecological response: A case study of the Three Gorges Reservoir and its downstream reach. Sci China-Technol Sci 56(6):1471–84
   Web of Science ®Google Scholar
• Wang X, Hao GL, Yang ZF, et al. 2015. Variation analysis of streamflow and ecological flow for the twin rivers of the Miyun Reservoir Basin in northern China from 1963 to 2011. Sci Total Environ 536:739–49
   PubMed Web of Science ®Google Scholar
• Wang C, Yu Y, Wang PF, et al. 2016. Assessment of the ecological reservoir operation in the Yangtze estuary based on the salinity requirements of the indicator species. River Res Appl 32(5):946–57
   Web of Science ®Google Scholar
• Yan HX and Edwards FG. 2013. Effects of land use change on hydrologic response at a watershed scale, Arkansas. J Hydrol Eng 18(12):1779–85
   Web of Science ®Google Scholar
• Yang G, Guo SL, Li LP, et al. 2016. Multi-objective operating rules for Danjiangkou reservoir under climate change. Water Resour Manage 30(3):1183–202
   Web of Science ®Google Scholar
• Yuan YJ, Zhang C, Zeng GM, et al. 2016. Quantitative assessment of the contribution of climate variability and human activity to streamflow alteration in Dongting Lake, China. Hydrol Processes 30(12):1929–39
   Web of Science ®Google Scholar
• Zhou JZ, Zhao Y, Song LX, et al. 2014. Assessing the effect of the Three Gorges reservoir impoundment on spawning habitat suitability of Chinese sturgeon (Acipenser sinensis) in Yangtze River, China. Ecol Inf 20:33–46
   Web of Science ®Google Scholar