## Nomenclature
(2023)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]. Smart sensor controller for HVAC system. _Energy Rep._**2023**, \(9\), 60-63. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Estimating cooling production and monitoring efficiency in chillers using a soft sensor. _Neural Comput. Appl._**2020**, _32_, 17291-17308. [CrossRef]
* _[PERSON] et al. (2017)_ [PERSON]; [PERSON]; [PERSON] Online fault detection methods for chillers combining extended kalman filter and recursive one-class SVM. _Neurocomputing_**2017**, _228_, 205-212. [CrossRef]
* _[PERSON] and Lee (2023)_ [PERSON]; [PERSON] Artificial intelligence enabled energy-efficient heating, ventilation and air conditioning system: Design, analysis and necessary hardware upgrades. _Appl. Therm. Eng._**2023**, _235_, 121253. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]. Development and performance evaluation of a chiller plant predictive operational control strategy by artificial intelligence. _Energy Build._**2022**, _262_, 112017. [CrossRef]
* _[PERSON] et al. (2023)_ [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON] Latest advancements and challenges of technologies and methods for accelerating the sustainable energy transition. _Energy Rep._**2023**, \(9\), 3343-3355. [CrossRef]
* _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Deep learning for time series classification: A review. _Data Min. Knowl. Disc_**2019**, _33_, 917-963. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Deep Learning-Based Prediction, Classification, Clustering Models for Time Series Analysis: A Systematic Review. _Lect. Note Netw. Syst._**2022**, _392_, 377-390. [CrossRef]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Deep Learning for Time Series Forecasting: A Survey. _Big Data_**2021**, \(9\), 3-21. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]. Advancing building energy efficiency: A deep learning approach to early-stage prediction of residential electric consumption. _Energy Rep._**2024**, _12_, 1281-1292. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Field test of machine-learning based mean radiant temperature estimation methods for thermal comfort-integrated air-conditioning control improvement and energy savings. _Energy Rep._**2024**, _11_, 5682-5702. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] Structured modelling from data and optimal control of the cooling system of a large business center. _J. Build. Eng._**2020**, _28_, 101043. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] Optimising building heat load prediction using advanced control strategies and Artificial Intelligence for HVAC system. _Therm. Sci. Eng. Prog._**2024**, _49_, 102484. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] Artificial intelligence strategies applied in general and automotive air conditioning control. A review of the last 20 years. _Int. J. Refig._**2024**, _164_, 180-198. [CrossRef]* [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON]; [PERSON] Research on sustainability evaluation of green building engineering based on artificial intelligence and energy consumption. _Energy Rep._**2022**, \(8\), 11378-11391. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Performance evaluation and multi-objective optimization of a low-temperature CO\({}_{2}\) heat pump water heater based on artificial neural network and new economic analysis. _Energy_**2021**, _216_, 119232. [CrossRef]
* [PERSON] (2017) [PERSON] Principles of Heating Ventilating and Air Conditioning. In _2017 ASHRAE Handbook--Fundamentals_; ASHRAE: Atlanta, GA, USA, 2017. * [PERSON] (2023) [PERSON]; [PERSON] [PERSON] The cost of manufacturing adsorption chillers. _Therm. Sci. Eng.