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Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques
Building operations represent a significant percentage of the total primary energy consumed
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
[HTML][HTML] A critical review of occupant energy consumption behavior in buildings: How we got here, where we are, and where we are headed
X Xu, H Yu, Q Sun, VWY Tam - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior has been widely considered as one of the key influencing factors on
building energy consumption. The complexity of its formation mechanism and the dynamic …
building energy consumption. The complexity of its formation mechanism and the dynamic …
Model predictive control-based optimal operations of district heating system with thermal energy storage and flexible loads
F Verrilli, S Srinivasan, G Gambino… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Operating heating power plant (DHPP) with fluctuating load is a complex problem. Thermal
energy storage (TES), flexible loads, and operating constraints compound this complexity …
energy storage (TES), flexible loads, and operating constraints compound this complexity …
Energy consumption prediction using machine learning: A review
Machine learning (ML) methods has recently contributed very well in the advancement of the
prediction models used for energy consumption. Such models highly improve the accuracy …
prediction models used for energy consumption. Such models highly improve the accuracy …
Is anyone home? A critical review of occupant-centric smart HVAC controls implementations in residential buildings
Smart home technologies have long been envisioned as a mainstay in future residential
buildings; however, residential smart home technologies have fallen short of expectations …
buildings; however, residential smart home technologies have fallen short of expectations …
Market and behavior driven predictive energy management for residential buildings
With the advancement of smart home and grid, a more connected and efficient operation of
the grid is achievable. Involving buildings as the largest consumer of electricity in such a …
the grid is achievable. Involving buildings as the largest consumer of electricity in such a …
An occupant-centric air-conditioning system for occupant thermal preference recognition control in personal micro-environment
M Zhu, Y Pan, Z Wu, J **e, Z Huang… - Building and …, 2021 - Elsevier
Thermal comfort is one of the most important factors of indoor environment quality, affecting
occupants' well-being and work efficiency. With the advent of smart control technology …
occupants' well-being and work efficiency. With the advent of smart control technology …
A battery management strategy in microgrid for personalized customer requirements
P Chen, M Liu, C Chen, X Shang - Energy, 2019 - Elsevier
Different microgrid (MG) users possess different preferences, which effectively stimulates the
energy management needs of MG. Based upon different preferences, this paper proposes a …
energy management needs of MG. Based upon different preferences, this paper proposes a …
Estimating air conditioning energy consumption of residential buildings using hourly smart meter data
Accurate information on air conditioning (AC) energy consumption in residential buildings is
critical for enhancing the efficiency of demand response (DR) programs and promoting …
critical for enhancing the efficiency of demand response (DR) programs and promoting …
Probabilistic graphical models in energy systems: A review
Probabilistic graphical models (PGMs) can effectively deal with the problems of energy
consumption and occupancy prediction, fault detection and diagnosis, reliability analysis …
consumption and occupancy prediction, fault detection and diagnosis, reliability analysis …