Operation rule extraction based on deep learning model with attention mechanism for wind-solar-hydro hybrid system under multiple uncertainties

Optimal power peak shaving using hydropower to complement wind and solar power uncertainty

(2020) Benxi Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Power management optimization of hybrid solar photovoltaic-battery integrated with pumped-hydro-storage system for standalone electricity generation

(2020) Bilawal A. Bhayo et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term stochastic optimization of a hydro-wind-photovoltaic hybrid system under multiple uncertainties

(2020) Feilin Zhu et al.   ENERGY CONVERSION AND MANAGEMENT

A review on the complementarity between grid-connected solar and wind power systems

(2020) Franciele Weschenfelder et al.   JOURNAL OF CLEANER PRODUCTION

Assessments of economic benefits for hydro-wind power systems: Development of advanced model and quantitative method for reducing the power wastage

(2020) Huanhuan Li et al.   JOURNAL OF CLEANER PRODUCTION

Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction

(2019) Zhendong Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term optimal operation of hydro-wind-solar hybrid system with improved generative adversarial networks

(2019) Hu Wei et al.   APPLIED ENERGY

Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression

(2019) Zhendong Zhang et al.   APPLIED ENERGY

Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network

(2019) Shaoqian Pei et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting based on Quantile Regression Minimal Gated Memory Network and Kernel Density Estimation

(2019) Zhendong Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Operation rule derivation of hydropower reservoir by k-means clustering method and extreme learning machine based on particle swarm optimization

(2019) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

Quantum convolutional neural networks

(2019) Iris Cong et al.   Nature Physics

Multi-plan formulation of hydropower generation considering uncertainty of wind power

(2019) Yuqi Yang et al.   APPLIED ENERGY

Short-term optimal operation of wind-solar-hydro hybrid system considering uncertainties

(2019) Zhendong Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Deriving reservoir operation rule based on Bayesian deep learning method considering multiple uncertainties

(2019) Yongqi Liu et al.   JOURNAL OF HYDROLOGY

Improved Multi-objective Moth-flame Optimization Algorithm based on R-domination for cascade reservoirs operation

(2019) Zhendong Zhang et al.   JOURNAL OF HYDROLOGY

A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules

(2018) Su Nguyen et al.   EVOLUTIONARY COMPUTATION

Deriving operating rules for a large-scale hydro-photovoltaic power system using implicit stochastic optimization

(2018) Zhikai Yang et al.   JOURNAL OF CLEANER PRODUCTION

Monthly streamflow forecasting based on hidden Markov model and Gaussian Mixture Regression

(2018) Yongqi Liu et al.   JOURNAL OF HYDROLOGY

Hierarchical Flood Operation Rules Optimization Using Multi-Objective Cultured Evolutionary Algorithm Based on Decomposition

(2018) Yongqi Liu et al.   WATER RESOURCES MANAGEMENT

Optimal operation of independent regional power grid with multiple wind-solar-hydro-battery power

(2018) Zifa Liu et al.   APPLIED ENERGY

Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism

(2018) Yong Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Solar energy for future world: - A review

(2016) Nadarajah Kannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Urban energy consumption: Different insights from energy flow analysis, input–output analysis and ecological network analysis

(2015) Shaoqing Chen et al.   APPLIED ENERGY

Deep learning

(2015) Yann LeCun et al.   NATURE

China׳s small hydropower and its dispatching management

(2015) Chuntian Cheng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term optimal operation of Three-gorge and Gezhouba cascade hydropower stations in non-flood season with operation rules from data mining

(2012) Chao Ma et al.   ENERGY CONVERSION AND MANAGEMENT

A method to evaluate the effect of complementarity in time between hydro and solar energy on the performance of hybrid hydro PV generating plants

(2012) Alexandre Beluco et al.   RENEWABLE ENERGY

Building more realistic reservoir optimization models using data mining – A case study of Shelbyville Reservoir

(2011) Mohamad I. Hejazi et al.   ADVANCES IN WATER RESOURCES

Feasibility study of small Hydro/PV/Wind hybrid system for off-grid rural electrification in Ethiopia

(2011) Getachew Bekele et al.   APPLIED ENERGY

Probabilistic reservoir operation using Bayesian stochastic model and support vector machine

(2009) Mohammad Karamouz et al.   ADVANCES IN WATER RESOURCES

Combined hydro-wind generation bids in a pool-based electricity market

(2009) Jorge L. Angarita et al.   ELECTRIC POWER SYSTEMS RESEARCH

Derived operating rules for a reservoir operation system: Comparison of decision trees, neural decision trees and fuzzy decision trees

(2008) Chih-Chiang Wei et al.   WATER RESOURCES RESEARCH