Uncertainty models for stochastic optimization in renewable energy applications
With the rapid surge of renewable energy integrations into the electrical grid, the main
questions remain; how do we manage and operate optimally these surges of fluctuating …
questions remain; how do we manage and operate optimally these surges of fluctuating …
Modeling and control of building-integrated microgrids for optimal energy management–a review
H Fontenot, B Dong - Applied Energy, 2019 - Elsevier
This paper reviews the system components, modeling, and control of microgrids for future
smart buildings in current literature. Microgrids are increasingly widely studied due to their …
smart buildings in current literature. Microgrids are increasingly widely studied due to their …
Real-time energy management of a microgrid using deep reinforcement learning
Y Ji, J Wang, J Xu, X Fang, H Zhang - Energies, 2019 - mdpi.com
Driven by the recent advances and applications of smart-grid technologies, our electric
power grid is undergoing radical modernization. Microgrid (MG) plays an important role in …
power grid is undergoing radical modernization. Microgrid (MG) plays an important role in …
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
Abstract Model predictive control (MPC) has shown great potential in improving building
performance and saving energy. However, after over 20 years of research, it is yet to be …
performance and saving energy. However, after over 20 years of research, it is yet to be …
Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art
Energy storage systems play a crucial role in decreasing building energy consumption
during peak periods and expanding the use of renewable energies in buildings and …
during peak periods and expanding the use of renewable energies in buildings and …
Site demonstration and performance evaluation of MPC for a large chiller plant with TES for renewable energy integration and grid decarbonization
Thermal energy storage (TES) for a cooling plant is a crucial resource for load flexibility.
Traditionally, simple, heuristic control approaches, such as the storage priority control which …
Traditionally, simple, heuristic control approaches, such as the storage priority control which …
Microgrid control methods toward achieving sustainable energy management: A bibliometric analysis for future directions
Recently, numerous significant advances in control methods have been made in Microgrid
development especially in grid-connected mode to ensure a reliable and sustainable …
development especially in grid-connected mode to ensure a reliable and sustainable …
[HTML][HTML] Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm
Decentralisation of energy generation and distribution to local districts or microgrids is
viewed as an important strategy to increase energy efficiency, incorporate more small-scale …
viewed as an important strategy to increase energy efficiency, incorporate more small-scale …
Dynamic thermal management for industrial waste heat recovery based on phase change material thermal storage
To effectively utilize waste heat resulted in industrial production processes, this study
investigates the dynamic thermal management using phase change material (PCM) thermal …
investigates the dynamic thermal management using phase change material (PCM) thermal …
[HTML][HTML] Hierarchical microgrid energy management in an office building
A two-stage hierarchical Microgrid energy management method in an office building is
proposed, which considers uncertainties from renewable generation, electric load demand …
proposed, which considers uncertainties from renewable generation, electric load demand …