Data-Driven Modeling of Operating Characteristics of Hydroelectric Generating Units

Burrow A, Newman AM, Bazilian M. Reservoir design and operation for the food-energy-water Nexus. Current Sustainable/Renewable Energy Reports 2019;6:71–89.

Avraam C, Zhang Y, Sankaranarayanan S, Zaitchik B, Moynihan E, Juturu P, Neff R, Siddiqui S. Optimization-based systems modeling for the food-energy-water nexus. Current Sustainable/Renewable Energy Reports 2021;8:4–16.

García-Morales MB, Dubus L. Forecasting precipitation for hydroelectric power management: how to exploit GCM’s seasonal ensemble forecasts. Int J Climatol 2007;27:1691–1705.

Boucher M-A, Ramos MH. Ensemble streamflow forecasts for hydropower systems. Handbook of hydrometeorological ensemble forecasting. In: Duan Q, Pappenberger F, Wood A, Cloke HL, and Schaake JC, editors. Berlin: Springer; 2019. p. 1289–1306.

Singh VK, Singal SK. Operation of hydro power plants-a review. Renew Sustain Energy Rev 2017;69:610–619.

Gfrerer H. Optimization of hydro energy storage plant problems by variational methods. Zeitschrift für Oper Res 1984;28:B87–B101.

Bauer W, Gfrerer H, Wacker H. Optimization strategies for hydro energy storage plants. Zeitschrift für Oper Res 1984;28:B103–B131.

Catalão J, Mariano SJPS, Mendes VMF, Ferreira LAFM. Scheduling of head-sensitive cascaded hydro systems: a nonlinear approach. IEEE Trans Power Syst 2009;24:337–346.

Pousinho HMI, Contreras J, Catalão JPS. Short-term optimal scheduling of a price-maker hydro producer in a pool-based day-ahead market. IET Generation, Transmission & Distribution 2012;6:1243–1251.

Philpott AB, Craddock M, Waterer H. Hydro-electric unit commitment subject to uncertain demand. Eur J Oper Res 2000;125:410–424.

Pérez-Díaz JI, Chazarra M, García-González J, Cavazzini G, Stoppato A. Trends and challenges in the operation of pumped-storage hydropower plants. Renew Sustain Energy Rev 2015;44: 767–784.

Séguin S., Fleten S-E, Côté P., Pichler A, Audet C. Stochastic short-term hydropower planning with inflow scenario trees. Eur J Oper Res 2017;259:1156–1168.

Marchand A, Gendreau M, Blais M, Guidi J. Optimized operating rules for short-term hydropower planning in a stochastic environment. Comput Manag Sci 2019;16:501–519.

• Taktak R, D’Ambrosio C. An overview on mathematical programming approaches for the deterministic unit commitment problem in hydro valleys. Energy Systems 2017;8:57–79. Considers various assumptions that are used for simplifications of unit-commitment models with hydroelectric generators, including linearizations of penstock loss.

Piekutowski MR, Litwinowicz T, Frowd RJ. Optimal short-term scheduling for a large-scale cascaded hydro system. IEEE Trans Power Syst 1994;9:805–811.

Blom E, Söder L, Risberg D. Performance of multi-scenario equivalent hydropower models. Electr Power Syst Res 2020;187:106486.

Shawwash ZK, Siu TK, Russell SOD. The B.C. hydro short term hydro scheduling optimization model. IEEE Trans on Power Syst 2000;15:1125–1131.

Rajšl I, Ilak P, Delimar M, Krajcar S. Dispatch method for independently owned hydropower plants in the same river flow. Energies 2012;5:3674–3690.

Ikura Y, Gross G. Efficient large-scale hydro system scheduling with forced spill conditions. IEEE Trans Power Appar Syst 1984;PAS-103:3502–3520.

Diniz AL, Esteves PPI, Sagastizábal CA. A mathematical model for the efficiency curves of hydroelectric units. 2007 IEEE Power Engineering Society General Meeting, Tampa, Florida; 2007. Institute of Electrical and Electronics Engineers.

•• Hidalgo IG, Fontane DG, Lopes JEG, Andrade JGP, de Angelis AF. Efficiency curves for hydroelectric generating units. J Water Resour Plan Manag 2014;140:86–91. Uses historical measured power, head level, and water flow to fit efficiency curves for hydroelectric generating units to determine performance characteristics.

Kong J, Skjelbred HI, Abgottspon H. Short-term hydro scheduling of a variable speed pumped storage hydropower plant considering head loss in a shared penstock. IOP Conference Series: Earth and Environmental Science 2019;240:082002.

Breton M, Hachem S, Hammadia A. Accounting for losses in the optimization of production of hydroplants. IEEE Trans Energy Convers 2004;19:346–351.

Streeter VL, Wylie EB. Fluid mechanics, seventh edition. New York: The McGraw-Hill Companies, Inc.; 1979.

Ruud PA. 2000. An introduction to classical econometric theory: Oxford University Press, New York.