Paper Review Records
All Paper Review Records
10 valid samples · Newest publication first
Review days = acceptance date − received date. PDF, DOI, and publisher-page sources are retained.
From surrogate modelling to AI: how machine learning is transforming building simulation
AuthorsRalph Evins
Affiliations1. University of Victoria
Monitoring and modelling occupant behaviour diversity: how long and how many dwellings are needed?
AuthorsKevin Campagna; William O’Brien; Aurélie Foucquier; Anaïs Machard; Dorothée Charlier; Monika Woloszyn
Affiliations1. Université Savoie Mont-Blanc, CNRS, LOCIE; 2. Centre Scientifique et Technique du Bâtiment (CSTB); 3. Univ. Grenoble Alpes; 4. Carleton University; 5. Université Savoie Mont-Blanc
Toward causality-based MPC: rethinking limitations of data-driven MPC
AuthorsJin Hong Kim; Cheol Soo Park
Affiliations1. College of Engineering, Seoul National University; 2. Institute of Construction and Environmental Engineering, Institute of Engineering Research, College of Engineering, Seoul National University
In situ air change rate estimation from metabolic CO 2 measurements and state-space modelling
AuthorsCédric Schreck; Simon Rouchier; Aurélie Foucquier; Etienne Wurtz
Affiliations1. LOCIE, Université Savoie Mont Blanc, CNRS UMR 5271; 2. CEA, LITEN, Univ. Grenoble Alpes
ICPO-LSTM: adaptive building energy consumption prediction based on multi-hyperparameter tuning
AuthorsZengxi Feng; Lang Han; Hang Ge; Zhenghao Zhu; Junhao Yan; Wangliang Mao; Bo Wang; Shuai Lu; Wei Liang; Li Lu; Fei Han
Affiliations1. Xi'an University of Architecture and Technology; 2. Engineering Research Center of Building Energy Efficiency Control and Evaluation, Ministry of Education; 3. State Grid Xi'an Electric Power Supply Company
Perturbative analytical framework for thermal wave diffusion in non-linear building envelopes
AuthorsCorentin Guigot
Affiliations1. CESI LINEACT
The application of the attention deep learning model based on Particle Swarm Optimization in heating load prediction
AuthorsXin Zhang; Xin Zhang; Jiliang Han; Bo Wang; Qiang Pan; Fang Zhao; Zhaowei Zhang; Yida Wang
Affiliations1. Harbin Meteorological Service Center, Harbin150028, People’s Republic of China; 2. Harbin Software Research Institute of Chinaunicom; 3. Heilongjiang Provincial Meteorological Data Center, Harbin150028, People’s Republic of China; 4. Harbin Meteorological Observatory, Harbin150028, People’s Republic of China
Quantifying the impact of occupancy sensor errors on energy savings, thermal comfort, and peak demand in residential smart thermostats
AuthorsLeandro Pinheiro; Zhechao Wang; Zheng O'Neill; Zhihong Pang
Affiliations1. Louisiana State University; 2. Texas A&M University
Federated learning for enhancing extrapolation ability of HVAC models: case study on two real-life DOAS units
AuthorsSeongkwon Cho; Cheol Soo Park
Affiliations1. Seoul National University
Optimized graph-based modelling of multi-zone building energy systems: a sensitivity–identifiability-driven calibration approach
AuthorsZeinab Echreshavi; Mohsen Farbood Palangari; Enrico Sisti; Mirco Rampazzo; Ruggero Carli
Affiliations1. University of Padova
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