Optimizing Hydropower Reservoirs Operation via an Orthogonal Progressive Optimality Algorithm

AbstractThe progressive optimality algorithm (POA) is commonly used to identify optimal hydropower operation schedules in China. However, POA may not converge within a reasonable time for large and...

[1]  Jianshi Zhao,et al.  Optimal Hedging Rules for Two-Objective Reservoir Operation: Balancing Water Supply and Environmental Flow , 2016 .

[2]  R Bellman,et al.  On the Theory of Dynamic Programming. , 1952, Proceedings of the National Academy of Sciences of the United States of America.

[3]  S. Nie,et al.  Interval-parameter robust quadratic programming for water quality management under uncertainty , 2008 .

[4]  K. Madani.  Hydropower licensing and climate change: Insights from cooperative game theory , 2011 .

[5]  Chao Ma,et al.  Short-term optimal operation of Three-gorge and Gezhouba cascade hydropower stations in non-flood season with operation rules from data mining , 2013 .

[6]  Chuntian Cheng,et al.  Short-Term Scheduling for Large-Scale Cascaded Hydropower Systems with Multivibration Zones of High Head , 2012 .

[7]  Jianshi Zhao,et al.  Improved Dynamic Programming for Hydropower Reservoir Operation , 2014 .

[8]  J. Trygg,et al.  Combining experimental design and orthogonal projections to latent structures to study the influence of microcrystalline cellulose properties on roll compaction. , 2011, International journal of pharmaceutics.

[9]  Pan Liu,et al.  Optimal design of seasonal flood limited water levels and its application for the Three Gorges Reservoir , 2015 .

[10]  Y. P. Li,et al.  A multistage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management , 2009, Environ. Model. Softw..

[11]  Leon S. Lasdon,et al.  Solving nonlinear water management models using a combined genetic algorithm and linear programming approach , 2001 .

[12]  J. Nanda,et al.  Optimal Hydrothermal Scheduling with Cascaded Plants Using Progressive Optimality Algorithm , 1981, IEEE Transactions on Power Apparatus and Systems.

[13]  Pan Liu,et al.  Evaluating the marginal utility principle for long-term hydropower scheduling , 2015 .

[14]  William W.-G. Yeh,et al.  Reservoir Management and Operations Models: A State‐of‐the‐Art Review , 1985 .

[15]  Chuntian Cheng,et al.  Peak shaving operation of hydro-thermal-nuclear plants serving multiple power grids by linear programming , 2017 .

[16]  Kaveh Madani,et al.  Game theory and water resources , 2010 .

[17]  John W. Labadie,et al.  Optimal integrated operation of reservoir-assisted stormwater treatment areas for estuarine habitat restoration , 2012, Environ. Model. Softw..

[18]  John W. Labadie,et al.  Optimal Operation of Multireservoir Systems: State-of-the-Art Review , 2004 .

[19]  Kaveh Madani,et al.  A game theory-reinforcement learning (GT-RL) method to develop optimal operation policies for multi-operator reservoir systems , 2014 .

[20]  Chuntian Cheng,et al.  Optimization of large-scale hydropower system peak operation with hybrid dynamic programming and domain knowledge , 2018 .

[21]  William W.-G. Yeh,et al.  Optimization of Large-Scale Hydrothermal System Operation , 2012 .

[22]  Chuntian Cheng,et al.  Parallel Multi-Objective Genetic Algorithm for Short-Term Economic Environmental Hydrothermal Scheduling , 2017 .

[23]  Frank T.-C. Tsai,et al.  Optimization of Large-Scale Hydropower System Operations , 2003 .

[24]  Kaveh Madani,et al.  f-MOPSO: An alternative multi-objective PSO algorithm for conjunctive water use management , 2017 .

[25]  Huifeng Zhang,et al.  Optimal Operation of Large-Scale Cascaded Hydropower Systems in the Upper Reaches of the Yangtze River, China , 2014 .

[26]  F. Chang,et al.  Synergistic gains from the multi-objective optimal operation of cascade reservoirs in the Upper Yellow River basin , 2015 .

[27]  Chuntian Cheng,et al.  Hydropower system operation optimization by discrete differential dynamic programming based on orthogonal experiment design , 2017 .

[28]  Liping Wang,et al.  Research and Application of Multidimensional Dynamic Programming in Cascade Reservoirs Based on Multilayer Nested Structure , 2015 .

[29]  Soroosh Sorooshian,et al.  Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville-Thermalito complex , 2015, Environ. Model. Softw..

[30]  A. Turgeon.  Optimal short-term hydro scheduling from the principle of progressive optimality , 1981 .

[31]  John W. Labadie,et al.  Dynamic Optimal Unit Commitment and Loading in Hydropower Systems , 2003 .

[32]  Ju-Hwan Yoo,et al.  Maximization of hydropower generation through the application of a linear programming model , 2009 .

[33]  V. T. Chow,et al.  Discrete Differential Dynamic Programing Approach to Water Resources Systems Optimization , 1971 .

[34]  Chen Lu,et al.  Improved decomposition-coordination and discrete differential dynamic programming for optimization of large-scale hydropower system , 2014 .

[35]  Yuping Wang,et al.  An orthogonal genetic algorithm with quantization for global numerical optimization , 2001, IEEE Trans. Evol. Comput..

[36]  Chuntian Cheng,et al.  Multiobjective Operation Optimization of a Cascaded Hydropower System , 2017 .

[37]  Yuanyuan Liu,et al.  Optimal Operation of Multi-reservoir Systems Considering Time-lags of Flood Routing , 2015, Water Resources Management.

[38]  Deepti Rani,et al.  Simulation–Optimization Modeling: A Survey and Potential Application in Reservoir Systems Operation , 2010 .

[39]  Chao Xu,et al.  Development of a fuzzy-queue-based stochastic quadratic program for water resources planning , 2014, Stochastic Environmental Research and Risk Assessment.

[40]  Ximing Cai,et al.  Improved Dynamic Programming for Reservoir Operation Optimization with a Concave Objective Function , 2012 .

[41]  Chuntian Cheng,et al.  Multi-objective quantum-behaved particle swarm optimization for economic environmental hydrothermal energy system scheduling , 2017 .

[42]  Chuntian Cheng,et al.  Optimization of hydropower system operation by uniform dynamic programming for dimensionality reduction , 2017 .

[43]  Stuart E. Dreyfus,et al.  Applied Dynamic Programming , 1965 .

[44]  Yu Li,et al.  Joint Operation of the Multi-Reservoir System of the Three Gorges and the Qingjiang Cascade Reservoirs , 2011 .

[45]  Soroosh Sorooshian,et al.  Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information , 2017 .

[46]  Sen Wang,et al.  Parallel discrete differential dynamic programming for multireservoir operation , 2014, Environ. Model. Softw..

[47]  Chuntian Cheng,et al.  Short-Term Hydroscheduling with Discrepant Objectives Using Multi-Step Progressive Optimality Algorithm1 , 2012 .

[48]  Ping-an Zhong,et al.  Scenario tree reduction in stochastic programming with recourse for hydropower operations , 2015 .

[49]  N. G. F. Sancho,et al.  A new algorithm for the solution of multi-state dynamic programming problems , 1975, Math. Program..

[50]  Soroosh Sorooshian,et al.  Simulating California reservoir operation using the classification and regression‐tree algorithm combined with a shuffled cross‐validation scheme , 2015 .