Long-term stochastic model predictive control and efficiency assessment for hydro-wind-solar renewable energy supply system

Climate change impacts on renewable energy supply

(2021) David E. H. J. Gernaat et al.   Nature Climate Change

The design space for long-duration energy storage in decarbonized power systems

(2021) Nestor A. Sepulveda et al.   Nature Energy

The challenges of achieving a 100% renewable electricity system in the United States

(2021) Paul Denholm et al.   Joule

Prediction of home energy consumption based on gradient boosting regression tree

(2021) Peng Nie et al.   Energy Reports

A chance-constrained stochastic model predictive control for building integrated with renewable resources

(2020) Xiaodi Wang et al.   ELECTRIC POWER SYSTEMS RESEARCH

Long-Term Equilibrium Operational Plan for Hydro-PV Hybrid Power System Considering Benefits, Stability, and Tolerance

(2020) Fang-Fang Li et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Role of Long-Duration Energy Storage in Variable Renewable Electricity Systems

(2020) Jacqueline A. Dowling et al.   Joule

Optimal stochastic scheduling of hydropower-based compensation for combined wind and photovoltaic power outputs

(2020) Weifeng Liu et al.   APPLIED ENERGY

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Long-term complementary operation of a large-scale hydro-photovoltaic hybrid power plant using explicit stochastic optimization

(2019) He Li et al.   APPLIED ENERGY

Coordinated optimal operation of hydro–wind–solar integrated systems

(2019) Hongxuan Zhang et al.   APPLIED ENERGY

Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications

(2019) S. Camal et al.   APPLIED ENERGY

Uncertainty-resistant stochastic MPC approach for optimal operation of CHP microgrid

(2019) Yan Zhang et al.   ENERGY

Committed emissions from existing energy infrastructure jeopardize 1.5 °C climate target

(2019) Dan Tong et al.   NATURE

Complementarity modeling of monthly streamflow and wind speed regimes based on a copula-entropy approach: A Brazilian case study

(2019) Leandro Ávila R. et al.   APPLIED ENERGY

Identifying long-term effects of using hydropower to complement wind power uncertainty through stochastic programming

(2019) Bin Xu et al.   APPLIED ENERGY

Integrating wind, photovoltaic, and large hydropower during the reservoir refilling period

(2019) Xianxun Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-Stage Stochastic Programming With Nonanticipativity Constraints for Expansion of Combined Power and Natural Gas Systems

(2018) Tao Ding et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Copula-Based Chance-Constrained Hydro-Economic Optimization Model for Optimal Design of Reservoir-Irrigation District Systems Under Multiple Interdependent Sources of Uncertainty

(2018) Hosein Alizadeh et al.   WATER RESOURCES RESEARCH

Metamodeling for Groundwater Age Forecasting in the Lake Michigan Basin

(2018) Michael N. Fienen et al.   WATER RESOURCES RESEARCH

On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid

(2017) P. Velarde et al.   JOURNAL OF POWER SOURCES

Advanced chance-constrained predictive control for the efficient energy management of renewable power systems

(2017) José D. Vergara-Dietrich et al.   JOURNAL OF PROCESS CONTROL

Examining global electricity supply vulnerability to climate change using a high-fidelity hydropower dam model

(2017) Sean W.D. Turner et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Designing flows to resolve human and environmental water needs in a dam-regulated river

(2017) William Chen et al.   Nature Communications

Short-Term Residential Load Forecasting based on LSTM Recurrent Neural Network

(2017) Weicong Kong et al.   IEEE Transactions on Smart Grid

Multi-objective optimization for integrated hydro–photovoltaic power system

(2016) Fang-Fang Li et al.   APPLIED ENERGY

Stochastic Model Predictive Control: An Overview and Perspectives for Future Research

(2016)   IEEE CONTROL SYSTEMS MAGAZINE

Paris Agreement climate proposals need a boost to keep warming well below 2 °C

(2016) Joeri Rogelj et al.   NATURE

Value of storage technologies for wind and solar energy

(2016) William A. Braff et al.   Nature Climate Change

Review of energy storage system for wind power integration support

(2015) Haoran Zhao et al.   APPLIED ENERGY

Optimal design of seasonal flood limited water levels and its application for the Three Gorges Reservoir

(2015) Pan Liu et al.   JOURNAL OF HYDROLOGY

NbClust: AnRPackage for Determining the Relevant Number of Clusters in a Data Set

(2015) Malika Charrad et al.   Journal of Statistical Software

The scenario approach for Stochastic Model Predictive Control with bounds on closed-loop constraint violations

(2014) Georg Schildbach et al.   AUTOMATICA

Potential of radial basis function based support vector regression for global solar radiation prediction

(2014) Zeynab Ramedani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

On the Computational Studies of Deterministic Global Optimization of Head Dependent Short-Term Hydro Scheduling

(2013) Ricardo M. Lima et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Selecting and estimating regular vine copulae and application to financial returns

(2012) J. Dißmann et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A comparison of methodologies for monthly wind energy estimation

(2009) E. García-Bustamante et al.   WIND ENERGY