[HTML][HTML] Technological advancements toward smart energy management in smart cities
This comprehensive review paper examines the technological advancements towards smart
energy management in smart cities. It provides an overview of the concept of smart energy …
energy management in smart cities. It provides an overview of the concept of smart energy …
Sustainable building climate control with renewable energy sources using nonlinear model predictive control
Sustainable energy sources are promising solutions for reducing carbon footprint and
environmental impacts within the building sectors. Reducing energy consumption while …
environmental impacts within the building sectors. Reducing energy consumption while …
[HTML][HTML] Adaptive-predictive control strategy for HVAC systems in smart buildings–A review
High share of energy consumption in buildings and subsequent increase in greenhouse gas
emissions along with stricter legislations have motivated researchers to look for sustainable …
emissions along with stricter legislations have motivated researchers to look for sustainable …
Energy management and planning in smart cities
A smart city is a sustainable and efficient urban centre that provides a high quality of life to its
inhabitants through optimal management of its resources. Energy management is one of the …
inhabitants through optimal management of its resources. Energy management is one of the …
A review on optimized control systems for building energy and comfort management of smart sustainable buildings
Buildings all around the world consume a significant amount of energy, which is more or
less one-third of the total primary energy resources. This has raised concerns over energy …
less one-third of the total primary energy resources. This has raised concerns over energy …
Ten questions concerning model predictive control for energy efficient buildings
Buildings are dynamical systems with several control challenges: large storage capacities,
switching aggregates, technical and thermal constraints, and internal and external …
switching aggregates, technical and thermal constraints, and internal and external …
Data center cooling using model-predictive control
Despite impressive recent advances in reinforcement learning (RL), its deployment in real-
world physical systems is often complicated by unexpected events, limited data, and the …
world physical systems is often complicated by unexpected events, limited data, and the …
Optimal control via neural networks: A convex approach
Control of complex systems involves both system identification and controller design. Deep
neural networks have proven to be successful in many identification tasks, however, from …
neural networks have proven to be successful in many identification tasks, however, from …
Building modeling as a crucial part for building predictive control
Recent results show that a predictive building automation can be used to operate buildings
in an energy and cost effective manner with only a small retrofitting requirements. In this …
in an energy and cost effective manner with only a small retrofitting requirements. In this …
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 …