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Model predictive control under forecast uncertainty for optimal operation of buildings with integrated solar systems
In this paper, we explore intelligent operation strategies, based on stochastic model
predictive control (SMPC), for optimal utilization of solar energy in buildings with integrated …
predictive control (SMPC), for optimal utilization of solar energy in buildings with integrated …
Time decomposition methods for optimal management of energy storage under stochasticity
T Rigaut - 2019 - theses.hal.science
The development of energy storage paves the way to innovative methods to manage energy
at a local scale. Micro grids are a novel kind of electrical grids with local production …
at a local scale. Micro grids are a novel kind of electrical grids with local production …
Exploration of Intelligent HVAC Operation Strategies for Office Buildings
X Liu - 2020 - search.proquest.com
Commercial buildings not only have significant impacts on occupants' well-being, but also
contribute to more than 19% of the total energy consumption in the United States. Along with …
contribute to more than 19% of the total energy consumption in the United States. Along with …
Dynamic programming for POMDP with jointly discrete and continuous state-spaces
In this work, we study dynamic programming (DP) algorithms for partially observable Markov
decision processes with jointly continuous and discrete state-spaces. We consider a class of …
decision processes with jointly continuous and discrete state-spaces. We consider a class of …
[PDF][PDF] Dynamic programming for stochastic control systems with jointly discrete and continuous state-spaces
The goal is to study dynamic programming (DP) algorithm for stochastic systems with a
special structure. In particular, we consider a class of stochastic systems where continuous …
special structure. In particular, we consider a class of stochastic systems where continuous …
Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction
The building sector consumes the largest energy in the world, and there have been
considerable research interests in energy consumption and comfort management of …
considerable research interests in energy consumption and comfort management of …