Optimization of the hydropower energy generation using Meta-Heuristic approaches: A review

[1]  Ralph A. Wurbs.  Reservoir‐System Simulation and Optimization Models , 1993 .

[2]  R. Wardlaw,et al.  EVALUATION OF GENETIC ALGORITHMS FOR OPTIMAL RESERVOIR SYSTEM OPERATION , 1999 .

[3]  Kalyanmoy Deb,et al.  An introduction to genetic algorithms , 1999 .

[4]  R. Naresh,et al.  An NLP Algorithm for Short Term Hydro Scheduling , 2002 .

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

[6]  Xiaohui Yuan,et al.  Short-Term Scheduling of Large-Scale Hydropower Systems for Energy Maximization , 2004 .

[7]  Yoshinobu Kitamura,et al.  Optimization of a multiple reservoir system operation using a combination of genetic algorithm and discrete differential dynamic programming: a case study in Mae Klong system, Thailand , 2005, Paddy and Water Environment.

[8]  C. Sagastizábal,et al.  Solving the unit commitment problem of hydropower plants via Lagrangian Relaxation and Sequential Quadratic Programming , 2005 .

[9]  Xinyu Shao,et al.  The analysis of particle swarm optimization algorithm’s convergence , 2008, 2008 7th World Congress on Intelligent Control and Automation.

[10]  Chuntian Cheng,et al.  Optimizing Hydropower Reservoir Operation Using Hybrid Genetic Algorithm and Chaos , 2008 .

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

[12]  Reza Kerachian,et al.  Multi-objective genetic local search algorithm using Kohonen's neural map , 2009, Comput. Ind. Eng..

[13]  Miguel A. Mariño,et al.  Optimization of non‐convex water resource problems by honey‐bee mating optimization (HBMO) algorithm , 2009 .

[14]  Wei-Ping Lee,et al.  Modified the Performance of Differential Evolution Algorithm with Dual Evolution Strategy , 2009 .

[15]  Ying Wang,et al.  An adaptive chaotic differential evolution for the short-term hydrothermal generation scheduling problem , 2010 .

[16]  V. Selvi,et al.  Comparative Analysis of Ant Colony and Particle Swarm Optimization Techniques , 2010 .

[17]  Reza Kerachian,et al.  Deriving operating policies for multi-objective reservoir systems: Application of Self-Learning Genetic Algorithm , 2010, Appl. Soft Comput..

[18]  S. Mirjalili,et al.  A new hybrid PSOGSA algorithm for function optimization , 2010, 2010 International Conference on Computer and Information Application.

[19]  Ying Wang,et al.  Multi-objective differential evolution with adaptive Cauchy mutation for short-term multi-objective optimal hydro-thermal scheduling , 2010 .

[20]  J.P.S. Catalão,et al.  Mixed-integer nonlinear approach for the optimal scheduling of a head-dependent hydro chain , 2010 .

[21]  Songfeng Lu,et al.  An improved quantum-behaved particle swarm optimization method for short-term combined economic emission hydrothermal scheduling , 2010 .

[22]  Stein-Erik Fleten,et al.  Evaluation of static hedging strategies for hydropower producers in the Nordic market , 2010 .

[23]  Juan I. Pérez-Díaz,et al.  Short-term operation scheduling of a hydropower plant in the day-ahead electricity market , 2010 .

[24]  John K. Kaldellis,et al.  Combining hydro and variable wind power generation by means of pumped-storage under economically viable terms , 2010 .

[25]  A. Burcu Altan-Sakarya,et al.  Optimization of Multireservoir Systems by Genetic Algorithm , 2011 .

[26]  Abdesslem Layeb,et al.  A novel quantum inspired cuckoo search for knapsack problems , 2011, Int. J. Bio Inspired Comput..

[27]  Frode Kjærland,et al.  A simplified approach for optimizing hydropower generation scheduling , 2011 .

[28]  Xiang Fu,et al.  Short-term scheduling of cascade reservoirs using an immune algorithm-based particle swarm optimization , 2011, Comput. Math. Appl..

[29]  R. Chakrabarti,et al.  Short-term hydrothermal scheduling using clonal selection algorithm , 2011 .

[30]  M. E. El-Hawary,et al.  Overview of Artificial Bee Colony (ABC) algorithm and its applications , 2012, 2012 IEEE International Systems Conference SysCon 2012.

[31]  Md. Reaz Akter Mullick,et al.  Operation of a hydropower system considering environmental flow requirements: A case study in La Nga river basin, Vietnam , 2012 .

[32]  Amrit Pal Singh,et al.  Comparative Study of Firefly Algorithm and Particle Swarm Optimization for Noisy Non- Linear Optimization Problems , 2012 .

[33]  Wei Xie,et al.  Short-term power generation scheduling rules for cascade hydropower stations based on hybrid algorithm , 2012 .

[34]  Ren.  Renewables 2019 Global Status Report , 2012 .

[35]  Wei Chen,et al.  Gene expression data analysis with the clustering method based on an improved quantum-behaved Particle Swarm Optimization , 2012, Eng. Appl. Artif. Intell..

[36]  T. Neelakantan,et al.  Hydropower Reservoir Operation using Standard Operating and Standard Hedging Policies , 2013 .

[37]  Ji Chen,et al.  Estimating irrigation water demand using an improved method and optimizing reservoir operation for water supply and hydropower generation: A case study of the Xinfengjiang reservoir in southern China , 2013 .

[38]  Wei Wang,et al.  Study on the optimal hydropower generation of Zhelin reservoir , 2013 .

[39]  Ran Zhou,et al.  Adaptive Genetic Algorithm for Daily Optimal Operation of Cascade Reservoirs and its Improvement Strategy , 2013, Water Resources Management.

[40]  Ye Chunming,et al.  Application of Bat Algorithm to Permutation Flow-Shop Scheduling Problem , 2013 .

[41]  Li Mo,et al.  Short-term hydro generation scheduling of Three Gorges–Gezhouba cascaded hydropower plants using hybrid MACS-ADE approach , 2013 .

[42]  Jian-xia Chang,et al.  Optimization of Water Resources Utilization by PSO-GA , 2013, Water resources management.

[43]  Ran Zhou,et al.  Improved Adaptive Genetic Algorithm and Its Application in Short-Term Optimal Operation of Cascade Hydropower Stations , 2013 .

[44]  Ahmed Kheiri,et al.  Multi-stage hyper-heuristics for optimisation problems , 2014 .

[45]  H. KimJ..  RESERVOIR OPERATION USING HYBRID OPTIMIZATION ALGORITHMS , 2014 .

[46]  Mohd Azlishah Othman,et al.  A REVIEW OF FIREFLY ALGORITHM , 2014 .

[47]  Erlon Cristian Finardi,et al.  Performance evaluation and energy production optimization in the real-time operation of hydropower plants , 2014 .

[48]  H. Loáiciga,et al.  Hydropower Reservoir Management Under Climate Change: The Karoon Reservoir System , 2015, Water Resources Management.

[49]  Xiang Li,et al.  A parallel dynamic programming algorithm for multi-reservoir system optimization , 2014 .

[50]  Andrew Lewis,et al.  Grey Wolf Optimizer , 2014, Adv. Eng. Softw..

[51]  V. Jothiprakash,et al.  Multi-reservoir optimization for hydropower production using NLP technique , 2014 .

[52]  Tiesong Hu,et al.  Simulation-optimization model of reservoir operation based on target storage curves , 2014 .

[53]  Murat Kankal,et al.  Estimates of hydroelectric generation using neural networks with the artificial bee colony algorithm for Turkey , 2014 .

[54]  Michael Milligan,et al.  Enhancing hydropower modeling in variable generation integration studies , 2014 .

[55]  A. Adeloye,et al.  Genetic algorithms optimization of hedging rules for operation of the multi-purpose Ubonratana Reservoir in Thailand , 2014 .

[56]  Amevi Acakpovi,et al.  Cost Optimization of an Electrical Energy Supply from a Hybrid Solar, Wind and Hydropower Plant , 2015 .

[57]  Arild Helseth,et al.  Hydropower scheduling in day-ahead and balancing markets , 2015, 2015 12th International Conference on the European Energy Market (EEM).

[58]  Kougias Ioannis,et al.  RESERVOIR OPERATION USING HYBRID OPTIMIZATION ALGORITHMS , 2015 .

[59]  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..

[60]  Wei He,et al.  A Double Mutation Cuckoo Search Algorithm for Solving Systems of Nonlinear Equations , 2015 .

[61]  Oludayo O. Olugbara,et al.  A Review on Applications of Evolutionary Algorithms to Reservoir Operation for Hydropower Production , 2015 .

[62]  Felipe M. Pimenta,et al.  Simulating reservoir storage for a wind-hydro hydrid system , 2015 .

[63]  Christos Makropoulos,et al.  Multiobjective optimisation on a budget: Exploring surrogate modelling for robust multi-reservoir rules generation under hydrological uncertainty , 2015, Environ. Model. Softw..

[64]  Seyed-Mohammad Hosseini-Moghari,et al.  Optimum Operation of Reservoir Using Two Evolutionary Algorithms: Imperialist Competitive Algorithm (ICA) and Cuckoo Optimization Algorithm (COA) , 2015, Water Resources Management.

[65]  Xin-She Yang,et al.  A Novel Hybrid Firefly Algorithm for Global Optimization , 2016, PloS one.

[66]  Xueqing Zhang,et al.  Optimal operation of multi-reservoir hydropower systems using enhanced comprehensive learning particle swarm optimization , 2016 .

[67]  Tayebiyan Aida,et al.  OPTIMIZATION OF CASCADE HYDROPOWER SYSTEM OPERATION BY GENETIC ALGORITHM TO MAXIMIZE CLEAN ENERGY OUTPUT , 2016 .

[68]  Omid Bozorg-Haddad,et al.  Application of the gravity search algorithm to multi-reservoir operation optimization , 2016 .

[69]  Joong Hoon Kim,et al.  Optimal Design and Operation of Hydraulically Coupled Hydropower Reservoirs System , 2016 .

[70]  Iman Ahmadianfar,et al.  Optimizing Multireservoir Operation: Hybrid of Bat Algorithm and Differential Evolution , 2016 .

[71]  Hesam Ghodousi,et al.  Optimum Dams Reservoir Operation Considering hydropower Demands Using Dynamic Programming and Compared by Meta Heuristic Methods (Case Study Dez Dam) , 2016 .

[72]  Aida Tayebiyan,et al.  Optimization of Exclusive Release Policies for Hydropower Reservoir Operation by Using Genetic Algorithm , 2016, Water Resources Management.

[73]  Josiah Adeyemo,et al.  Real-time optimal water allocation for daily hydropower generation from the Vanderkloof dam, South Africa , 2016, Appl. Soft Comput..

[74]  Yousif H. Al-Aqeeli,et al.  Enhanced genetic algorithm optimization model for a single reservoir operation based on hydropower generation: case study of Mosul reservoir, northern Iraq , 2016, SpringerPlus.

[75]  Seyedali Mirjalili,et al.  SCA: A Sine Cosine Algorithm for solving optimization problems , 2016, Knowl. Based Syst..

[76]  Vijo M Joy,et al.  Efficient Load Scheduling Method For Power Management , 2016 .

[77]  Md Zahidul Islam,et al.  Advantages and limitations of genetic algorithms for clustering records , 2016, 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA).

[78]  R. Moeini,et al.  Constrained gravitational search algorithm for large scale reservoir operation optimization problem , 2017, Eng. Appl. Artif. Intell..

[79]  Ozgur Kisi,et al.  Optimization of energy management and conversion in the multi-reservoir systems based on evolutionary algorithms , 2017 .

[80]  Shi-Mei Choong,et al.  Optimisation of Multiple Hydropower Reservoir Operation Using Artificial Bee Colony Algorithm , 2017, Water Resources Management.

[81]  Saeed Farzin,et al.  Optimization of Chain-Reservoirs’ Operation with a New Approach in Artificial Intelligence , 2017, Water Resources Management.

[82]  Tiku T Tanyimboh,et al.  Reservoir operation using a robust evolutionary optimization algorithm. , 2017, Journal of environmental management.

[83]  T. Amudha,et al.  Design and development of bio-inspired framework for reservoir operation optimization , 2017 .

[84]  Ahmed N. Abdalla,et al.  Prediction of small hydropower plant power production in Himreen Lake dam (HLD) using artificial neural network , 2017 .

[85]  Boualem Hadjerioua,et al.  Hydropower Optimization Using Artificial Neural Network Surrogate Models of a High‐Fidelity Hydrodynamics and Water Quality Model , 2017 .

[86]  Andrea Castelletti,et al.  Balancing exploration, uncertainty and computational demands in many objective reservoir optimization , 2017 .

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

[88]  Mohd Herwan Sulaiman,et al.  Optimal Long-Term Hydro Generation Scheduling of Small Hydropower Plant (SHP) using Metaheuristic Algorithm in Himreen Lake Dam , 2017 .

[89]  Xiaohu Guo,et al.  Multi-objective reservoir operation during flood season considering spillway optimization. , 2017 .

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

[91]  C. B. Martínez-Anido,et al.  Hydropower Modeling Challenges , 2017 .

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

[93]  Chuntian Cheng,et al.  Power Generation Scheduling for Integrated Large and Small Hydropower Plant Systems in Southwest China , 2017 .

[94]  Chao Wang,et al.  Long-Term Hydropower Generation of Cascade Reservoirs under Future Climate Changes in Jinsha River in Southwest China , 2018 .

[95]  Shenglian Guo,et al.  Boosting hydropower output of mega cascade reservoirs using an evolutionary algorithm with successive approximation , 2018, Applied Energy.

[96]  Zhong-kai Feng,et al.  Multi-stage progressive optimality algorithm and its application in energy storage operation chart optimization of cascade reservoirs , 2018 .

[97]  Chuntian Cheng,et al.  Optimizing electrical power production of hydropower system by uniform progressive optimality algorithm based on two-stage search mechanism and uniform design , 2018, Journal of Cleaner Production.

[98]  D. Olukanni,et al.  Optimization-based reliability of a multipurpose reservoir by Genetic Algorithms: Jebba Hydropower Dam, Nigeria , 2018 .

[99]  Mohd Herwan Sulaiman,et al.  Series division method based on PSO and FA to optimize Long-Term Hydro Generation Scheduling , 2018, Sustainable Energy Technologies and Assessments.

[100]  Changming Ji,et al.  Research on Cascade Reservoirs’ Short-Term Optimal Operation under the Effect of Reverse Regulation , 2018, Water.

[101]  Chuntian Cheng,et al.  Stochastic dynamic programming for hydropower reservoir operations with multiple local optima , 2018, Journal of Hydrology.

[102]  Yadong Mei,et al.  A modified water cycle algorithm for long-term multi-reservoir optimization , 2018, Appl. Soft Comput..

[103]  Chuntian Cheng,et al.  Optimization of hydropower reservoirs operation balancing generation benefit and ecological requirement with parallel multi-objective genetic algorithm , 2018, Energy.

[104]  Sriparna Saha,et al.  New cuckoo search algorithms with enhanced exploration and exploitation properties , 2018, Expert Syst. Appl..

[105]  Zhong-kai Feng,et al.  A parallel multi-objective particle swarm optimization for cascade hydropower reservoir operation in southwest China , 2018, Appl. Soft Comput..

[106]  Vikram Kumar Kamboj,et al.  A Novel Hybrid GWO-PS Algorithm for Standard Benchmark Optimization Problems , 2018, INAE Letters.

[107]  V. Singh,et al.  Bat algorithm for dam–reservoir operation , 2018, Environmental Earth Sciences.

[108]  S. Krishnakumar,et al.  Efficient Load Scheduling Algorithm Using Artificial Neural Network in an Isolated Power System , 2019 .

[109]  Chiu Chuen Onn,et al.  New Evolutionary Algorithm for Optimizing Hydropower Generation Considering Multireservoir Systems , 2019, Applied Sciences.

[110]  Chuntian Cheng,et al.  China’s large-scale hydropower system: operation characteristics, modeling challenge and dimensionality reduction possibilities , 2019, Renewable Energy.

[111]  Shahaboddin Shamshirband,et al.  Prediction of Hydropower Generation Using Grey Wolf Optimization Adaptive Neuro-Fuzzy Inference System , 2019, Energies.

[112]  Wen-jing Niu,et al.  Multi-Objective Operation of Cascade Hydropower Reservoirs Using TOPSIS and Gravitational Search Algorithm with Opposition Learning and Mutation , 2019, Water.

[113]  Deshu Chen,et al.  Multi-objective complementary scheduling of hydro-thermal-RE power system via a multi-objective hybrid grey wolf optimizer , 2019, Energy.

[114]  Jie Li,et al.  Wind-Solar-Hydro power optimal scheduling model based on multi-objective dragonfly algorithm , 2019, Energy Procedia.

[115]  Akshita Gupta,et al.  Optimized scheduling of hydropower with increase in solar and wind installations , 2019, Energy.

[116]  Xiaohui Lei,et al.  Multi-objective optimization scheduling of wind–photovoltaic–hydropower systems considering riverine ecosystem , 2019, Energy Conversion and Management.

[117]  N. Al‐Ansari,et al.  Comparison of Optimal Hedging Policies for Hydropower Reservoir System Operation , 2019, Water.

[118]  Li Li,et al.  Opposition-based multi-objective whale optimization algorithm with global grid ranking , 2019, Neurocomputing.

[119]  Sen Wang,et al.  Operation rule derivation of hydropower reservoir by k-means clustering method and extreme learning machine based on particle swarm optimization , 2019, Journal of Hydrology.

[120]  Qiang Huang,et al.  Optimize multi-objective transformation rules of water-sediment regulation for cascade reservoirs in the Upper Yellow River of China , 2019, Journal of Hydrology.

[121]  Xuebin Wang,et al.  Multi-objective hydropower station operation using an improved cuckoo search algorithm , 2019, Energy.

[122]  Wen-jing Niu,et al.  Simplex quantum-behaved particle swarm optimization algorithm with application to ecological operation of cascade hydropower reservoirs , 2019, Appl. Soft Comput..

[123]  Peng Shaoming,et al.  Synergetic Optimal Operation of Cascade Reservoirs in Mainstream of Yellow River Responding to Drought , 2019, Energy Procedia.

[124]  Hui Qin,et al.  Optimization for Hydro-Photovoltaic-Wind Power Generation System Based on Modified Version of Multi-Objective Whale Optimization Algorithm , 2019, Energy Procedia.

[125]  Iman Ahmadianfar,et al.  Developing optimal policies for reservoir systems using a multi-strategy optimization algorithm , 2019, Appl. Soft Comput..

[126]  Omid Bozorg-Haddad,et al.  Optimization model for integrated river basin management with the hybrid WOAPSO algorithm , 2019 .

[127]  Michel Gendreau,et al.  Efficient Tabu Search Procedure for Short-Term Planning of Large-Scale Hydropower Systems , 2019, Journal of Water Resources Planning and Management.

[128]  Chuntian Cheng,et al.  Optimal Hedging for Hydropower Operation and End-of-Year Carryover Storage Values , 2019, Journal of Water Resources Planning and Management.

[129]  Chuntian Cheng,et al.  A mixed integer linear programming model for unit commitment of thermal plants with peak shaving operation aspect in regional power grid lack of flexible hydropower energy , 2019, Energy.

[130]  Xiaolin GE,et al.  An efficient stochastic algorithm for mid-term scheduling of cascaded hydro systems , 2019 .

[131]  J. Yazdi,et al.  A simulation – Optimization models for multi-reservoir hydropower systems design at watershed scale , 2020 .

[132]  Hui Qin,et al.  Improved Multi-objective Moth-flame Optimization Algorithm based on R-domination for cascade reservoirs operation , 2020 .

[133]  Zhihao Xu,et al.  Reservoir operation optimization for balancing hydropower generation and biodiversity conservation in a downstream wetland , 2020 .

[134]  Junfeng Liu,et al.  Lion swarm optimization algorithm for comparative study with application to optimal dispatch of cascade hydropower stations , 2020, Appl. Soft Comput..

[135]  Qiang Huang,et al.  Bi-objective algorithm based on NSGA-II framework to optimize reservoirs operation , 2020, Journal of Hydrology.

[136]  Sen Wang,et al.  An effective three-stage hybrid optimization method for source-network-load power generation of cascade hydropower reservoirs serving multiple interconnected power grids , 2020 .

[137]  Jia-peng Wu,et al.  Study on cascade hydropower alternative schemes based on multi-objective particle swarm optimization algorithm , 2020 .

[138]  Wen-jing Niu,et al.  Multiple hydropower reservoirs operation optimization by adaptive mutation sine cosine algorithm based on neighborhood search and simplex search strategies , 2020 .

[139]  Shenglian Guo,et al.  Stimulate hydropower output of mega cascade reservoirs using an improved Kidney Algorithm , 2020, Journal of Cleaner Production.

[140]  Kourosh Qaderi,et al.  Data on optimization of the Karun-4 hydropower reservoir operation using evolutionary algorithms , 2020, Data in brief.

[141]  N. Tippayawong,et al.  Optimizing multiple reservoir system operation for maximum hydroelectric power generation , 2020 .

[142]  Wen-jing Niu,et al.  Ecological operation of cascade hydropower reservoirs by elite-guide gravitational search algorithm with Lévy flight local search and mutation , 2020 .

[143]  Junfeng Liu,et al.  A multiple search strategies based grey wolf optimizer for solving multi-objective optimization problems , 2020, Expert Syst. Appl..

[144]  Wenchuan Wang,et al.  Quantifying the Uncertainties in Data-Driven Models for Reservoir Inflow Prediction , 2020, Water Resources Management.