A weights combined model for middle and long-term streamflow forecasts and its value to hydropower maximization
出版年份 2021 全文链接
标题
A weights combined model for middle and long-term streamflow forecasts and its value to hydropower maximization
作者
关键词
Streamflow forecast, Forecast skill-value relationship, Weights combined forecasts, AI-based model, Hydropower generation
出版物
JOURNAL OF HYDROLOGY
Volume 602, Issue -, Pages 126794
出版商
Elsevier BV
发表日期
2021-08-11
DOI
10.1016/j.jhydrol.2021.126794
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- A hybrid model for carbon price forecasting using GARCH and long short-term memory network
- (2021) Yumeng Huang et al. APPLIED ENERGY
- Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping
- (2021) Samuel Vitor Saraiva et al. APPLIED SOFT COMPUTING
- A novel LSTM–CNN–grid search-based deep neural network for sentiment analysis
- (2021) Ishaani Priyadarshini et al. JOURNAL OF SUPERCOMPUTING
- Multi-objective optimization of dive trajectory for morphing unmanned aerial-underwater vehicle
- (2021) Guoming Chen et al. OCEAN ENGINEERING
- An adaptive daily runoff forecast model using VMD-LSTM-PSO hybrid approach
- (2021) Xiujie Wang et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Sensitivity of Forecast Value in Multiobjective Reservoir Operation to Forecast Lead Time and Reservoir Characteristics
- (2021) Guang Yang et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting
- (2020) Ganggang Zuo et al. JOURNAL OF HYDROLOGY
- Remote sensing estimation of catchment-scale reservoir water impoundment in the upper Yellow River and implications for river discharge alteration
- (2020) Xinyuan Deng et al. JOURNAL OF HYDROLOGY
- Many-objective optimization with improved shuffled frog leaping algorithm for inter-basin water transfers
- (2020) Yuxue Guo et al. ADVANCES IN WATER RESOURCES
- Forecast-informed reservoir operations to guide hydropower and agriculture allocations in the Blue Nile basin, Ethiopia
- (2020) Sarah Alexander et al. INTERNATIONAL JOURNAL OF WATER RESOURCES DEVELOPMENT
- Daily runoff forecasting based on data-augmented neural network model
- (2020) Xiao-ying Bi et al. JOURNAL OF HYDROINFORMATICS
- Annual Streamflow Time Series Prediction Using Extreme Learning Machine Based on Gravitational Search Algorithm and Variational Mode Decomposition
- (2020) Wen-jing Niu et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Can Modern Multi-Objective Evolutionary Algorithms Discover High-Dimensional Financial Risk Portfolio Tradeoffs for Snow-Dominated Water-Energy Systems?
- (2020) Rohini S. Gupta et al. ADVANCES IN WATER RESOURCES
- Implementation of Grey Wolf Optimization (GWO) algorithm to multi-objective loading pattern optimization of a PWR reactor
- (2020) A. Naserbegi et al. ANNALS OF NUCLEAR ENERGY
- Short-term streamflow time series prediction model by machine learning tool based on a data preprocessing technique and swarm intelligence algorithm
- (2020) Wen-jing Niu et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation
- (2020) Shuai Gao et al. JOURNAL OF HYDROLOGY
- Optimization of fused deposition modeling process using a virus-evolutionary genetic algorithm
- (2020) Nikolaos A. Fountas et al. COMPUTERS IN INDUSTRY
- An evaluation of different bio-inspired feature selection techniques on multivariate calibration models in spectroscopy
- (2020) Mohamed B. El-Zeiny et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Multi-step-ahead forecast of reservoir water availability with improved quantum-based GWO coupled with the AI-based LSSVM model
- (2020) Yuxue Guo et al. JOURNAL OF HYDROLOGY
- Multi-objective complementary scheduling of hydro-thermal-RE power system via a multi-objective hybrid grey wolf optimizer
- (2019) Chaoshun Li et al. ENERGY
- Daily river flow forecasting using ensemble empirical mode decomposition based heuristic regression models: Application on the perennial rivers in Iran and South Korea
- (2019) Mohammad Rezaie-Balf et al. JOURNAL OF HYDROLOGY
- Enhancing real-time streamflow forecasts with wavelet-neural network based error-updating schemes and ECMWF meteorological predictions in Variable Infiltration Capacity model
- (2019) Trushnamayee Nanda et al. JOURNAL OF HYDROLOGY
- Hyperparameter optimization of deep neural network using univariate dynamic encoding algorithm for searches
- (2019) YoungJun Yoo KNOWLEDGE-BASED SYSTEMS
- Multi-Scenario Model Predictive Control Based on Genetic Algorithms for Level Regulation of Open Water Systems under Ensemble Forecasts
- (2019) Xin Tian et al. WATER RESOURCES MANAGEMENT
- Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting
- (2019) Ping Jiang et al. APPLIED SOFT COMPUTING
- Revealing the water-energy-food nexus in the Upper Yellow River Basin through multi-objective optimization for reservoir system
- (2019) Yuan Si et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Hybrid forecasting model for non-stationary daily runoff series: A case study in the Han River Basin, China
- (2019) Tuo Xie et al. JOURNAL OF HYDROLOGY
- Daily streamflow prediction using optimally pruned extreme learning machine
- (2019) Rana Muhammad Adnan et al. JOURNAL OF HYDROLOGY
- Streamflow and rainfall forecasting by two long short-term memory-based models
- (2019) Lingling Ni et al. JOURNAL OF HYDROLOGY
- A comparative study of models for short-term streamflow forecasting with emphasis on wavelet-based approach
- (2019) Yuqing Sun et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Combined model with secondary decomposition-model selection and sample selection for multi-step wind power forecasting
- (2019) Zhuochun Wu et al. APPLIED ENERGY
- CMBCF: A Cloud Model Based Hybrid Method for Combining Forecast
- (2019) Zhou Zhou et al. APPLIED SOFT COMPUTING
- An enhanced multi-objective grey wolf optimizer for service composition in cloud manufacturing
- (2019) Yefeng Yang et al. APPLIED SOFT COMPUTING
- The Value of Subseasonal Hydrometeorological Forecasts to Hydropower Operations: How Much Does Preprocessing Matter?
- (2019) D. Anghileri et al. WATER RESOURCES RESEARCH
- Univariate streamflow forecasting using commonly used data-driven models: literature review and case study
- (2018) Zhenghao Zhang et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Hydrological responses and adaptive potential of cascaded reservoirs under climate change in Yuan River Basin
- (2018) Yuxue Guo et al. HYDROLOGY RESEARCH
- An adaptive middle and long-term runoff forecast model using EEMD-ANN hybrid approach
- (2018) Qiao-Feng Tan et al. JOURNAL OF HYDROLOGY
- Addressing the incorrect usage of wavelet-based hydrological and water resources forecasting models for real-world applications with best practices and a new forecasting framework
- (2018) John Quilty et al. JOURNAL OF HYDROLOGY
- Simulation and forecasting of streamflows using machine learning models coupled with base flow separation
- (2018) Hakan Tongal et al. JOURNAL OF HYDROLOGY
- Multi-Objective Differential Evolution-Chaos Shuffled Frog Leaping Algorithm for Water Resources System Optimization
- (2018) Guohua Fang et al. WATER RESOURCES MANAGEMENT
- Application of the Hybrid Artificial Neural Network Coupled with Rolling Mechanism and Grey Model Algorithms for Streamflow Forecasting Over Multiple Time Horizons
- (2018) Zaher Mundher Yaseen et al. WATER RESOURCES MANAGEMENT
- A Comparative Study of Autoregressive, Autoregressive Moving Average, Gene Expression Programming and Bayesian Networks for Estimating Monthly Streamflow
- (2018) Saeid Mehdizadeh et al. WATER RESOURCES MANAGEMENT
- Hydrological responses and adaptive potential of cascaded reservoirs under climate change in Yuan River Basin
- (2018) Yuxue Guo et al. Hydrology Research
- A robust method for non-stationary streamflow prediction based on improved EMD-SVM model
- (2018) Erhao Meng et al. JOURNAL OF HYDROLOGY
- A hybrid support vector regression framework for streamflow forecast
- (2018) Xiangang Luo et al. JOURNAL OF HYDROLOGY
- Examining the applicability of different sampling techniques in the development of decomposition-based streamflow forecasting models
- (2018) Wei Fang et al. JOURNAL OF HYDROLOGY
- A combined model based on CEEMDAN and modified flower pollination algorithm for wind speed forecasting
- (2017) Wenyu Zhang et al. ENERGY CONVERSION AND MANAGEMENT
- Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points
- (2017) Julianne D. Quinn et al. ENVIRONMENTAL MODELLING & SOFTWARE
- The value and skill of seasonal forecasts for water resources management in the Upper Santa Cruz River basin, southern Arizona
- (2017) Eylon Shamir JOURNAL OF ARID ENVIRONMENTS
- Comparison of hybrid models for daily streamflow prediction in a forested basin
- (2017) Xue Li et al. JOURNAL OF HYDROINFORMATICS
- Improving streamflow simulations and forecasting performance of SWAT model by assimilating remotely sensed soil moisture observations
- (2017) Amol Patil et al. JOURNAL OF HYDROLOGY
- Assimilation of soil moisture and streamflow observations to improve flood forecasting with considering runoff routing lags
- (2017) Shanshan Meng et al. JOURNAL OF HYDROLOGY
- Performance Assessment of the Linear, Nonlinear and Nonparametric Data Driven Models in River Flow Forecasting
- (2017) Ali Ahani et al. WATER RESOURCES MANAGEMENT
- Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization
- (2016) Seyedali Mirjalili et al. EXPERT SYSTEMS WITH APPLICATIONS
- Optimal Operation of the Multireservoir System in the Seine River Basin Using Deterministic and Ensemble Forecasts
- (2016) A. Ficchì et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- Value of long-term streamflow forecasts to reservoir operations for water supply in snow-dominated river catchments
- (2016) D. Anghileri et al. WATER RESOURCES RESEARCH
- Optimal Operation of the Multireservoir System in the Seine River Basin Using Deterministic and Ensemble Forecasts
- (2016) A. Ficchì et al. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
- Are hybrid models integrated with data preprocessing techniques suitable for monthly streamflow forecasting? Some experiment evidences
- (2015) Xiaoli Zhang et al. JOURNAL OF HYDROLOGY
- Grey Wolf Optimizer
- (2014) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- Variational Mode Decomposition
- (2014) Konstantin Dragomiretskiy et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
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