Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
In the last few years, the application of Model Predictive Control (MPC) for energy
management in buildings has received significant attention from the research community …
management in buildings has received significant attention from the research community …
On heat pumps in smart grids: A review
This paper investigates heat pump systems in smart grids, focussing on fields of application
and control approaches that have emerged in academic literature. Based on a review of …
and control approaches that have emerged in academic literature. Based on a review of …
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 …
A review of computational optimisation methods applied to sustainable building design
R Evins - Renewable and sustainable energy reviews, 2013 - Elsevier
This paper presents a comprehensive review of all significant research applying
computational optimisation to sustainable building design problems. A summary of common …
computational optimisation to sustainable building design problems. A summary of common …
[HTML][HTML] Smart design and control of thermal energy storage in low-temperature heating and high-temperature cooling systems: A comprehensive review
Thermal energy storage (TES) is recognized as a well-established technology added to the
smart energy systems to support the immediate increase in energy demand, flatten the rapid …
smart energy systems to support the immediate increase in energy demand, flatten the rapid …
[HTML][HTML] A review of advanced ground source heat pump control: Artificial intelligence for autonomous and adaptive control
S Noye, RM Martinez, L Carnieletto, M De Carli… - … and Sustainable Energy …, 2022 - Elsevier
Geothermal energy has the potential to contribute significantly to the CO 2 reduction targets
as a renewable source for building heating and cooling but is yet under exploited, mostly …
as a renewable source for building heating and cooling but is yet under exploited, mostly …
Optimal design, operational controls, and data-driven machine learning in sustainable borehole heat exchanger coupled heat pumps: Key implementation challenges …
The integration of technologies has made it possible to develop optimal operating conditions
at reduced costs, which results in a more sustainable energy transition away from fossil fuels …
at reduced costs, which results in a more sustainable energy transition away from fossil fuels …
Ground-coupled heat pumps: Part 1–Literature review and research challenges in modeling and optimal control
In this paper, a compact overview of the state-of-the-art in modeling of ground-coupled heat
pump (GCHP) systems and an in-depth review of their optimal control along with the …
pump (GCHP) systems and an in-depth review of their optimal control along with the …
Gigawatt-hour scale savings on a budget of zero: Deep reinforcement learning based optimal control of hot water systems
Energy consumption for hot water production is a major draw in high efficiency buildings.
Optimizing this has typically been approached from a thermodynamics perspective …
Optimizing this has typically been approached from a thermodynamics perspective …