Machine Learning · Computer Science
Improving Building Temperature Forecasting: A Data-driven Approach with System Scenario Clustering
Dafang Zhao, Zheng Chen, Zhengmao Li, Xiaolei Yuan +1
2024-02-22
Signal Processing · Electrical Eng. & Systems
Model for Thermal Comfort and Energy Saving Based on Individual Sensation Estimation
Guillaume Lopez, Takuya Aoki, Kizito Nkurikiyeyezu, Anna Yokokubo
2020-03-11
Systems and Control · Electrical Eng. & Systems
Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control with Model-assisted Learning
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill +1
2021-08-09
Distributed, Parallel, and Cluster Computing · Computer Science
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments
Sukhpal Singh Gill, Shreshth Tuli, Adel Nadjaran Toosi, Felix Cuadrado +7
2020-05-11
Systems and Control · Electrical Eng. & Systems
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation
Yuki Ozawa, Dafang Zhao, Daichi Watari, Ittetsu Taniguchi +3
2024-10-28
Systems and Control · Computer Science
A Systematic Approach for Exploring Tradeoffs in Predictive HVAC Control Systems for Buildings
Joshua Gluck, Christian Koehler, Jennifer Mankoff, Anind Dey +1
2017-05-08
Systems and Control · Electrical Eng. & Systems
Simulation and optimal control of heating and cooling systems: a case study of a commercial building
Phillipe R. Sampaio, Raphael Salvazet, Pierre Mandel, Gwénaëlle Becker +1
2019-10-04
Systems and Control · Computer Science
Quantitative Methods for Comparing Different HVAC Control Schemes
Anil Aswani, Neal Master, Jay Taneja, Andrew Krioukov +2
2012-05-29
Systems and Control · Electrical Eng. & Systems
Experimental Data-Driven Model Predictive Control of a Hospital HVAC System During Regular Use
Emilio T. Maddalena, Silvio A. Muller, Rafael M. dos Santos, Christophe Salzmann +1
2022-02-01
Machine Learning · Computer Science
EnergyPlus Room Simulator
Manuel Weber, Philipp Bogdain, Sophia Viktoria Weißenberger, Diana Marjanovic +4
2024-10-29
Systems and Control · Computer Science
Building Model Identification during Regular Operation - Empirical Results and Challenges
Qie Hu, Frauke Oldewurtel, Maximilian Balandat, Evangelos Vrettos +2
2016-03-23
Systems and Control · Computer Science
Using Personal Environmental Comfort Systems to Mitigate the Impact of Occupancy Prediction Errors on HVAC Performance
Milan Jain, Rachel K Kalaimani, Srinivasan Keshav, Catherine Rosenberg
2018-10-26
Computational Engineering, Finance, and Science · Computer Science
A multimodel approach to building thermal simulation for design and research purposes
Harry Boyer, François Garde, Jean Claude Gatina, Jean Brau
2012-12-26
Systems and Control · Computer Science
An integrated model predictive control approach for optimal HVAC and energy storage operation in large-scale buildings
Gianni Bianchini, Marco Casini, Daniele Pepe, Antonio Vicino +1
2019-02-19
Systems and Control · Computer Science
Model Predictive Climate Control of Connected and Automated Vehicles for Improved Energy Efficiency
Hao Wang, Ilya Kolmanovsky, Mohammad Reza Amini, Jing Sun
2018-03-05
Systems and Control · Computer Science
Automatic HVAC Control with Real-time Occupancy Recognition and Simulation-guided Model Predictive Control in Low-cost Embedded System
Muhammad Aftab, Chien Chen, Chi-Kin Chau, Talal Rahwan
2017-09-25
Systems and Control · Electrical Eng. & Systems
Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings
Liang Yu, Yi Sun, Zhanbo Xu, Chao Shen +3
2020-07-23
Artificial Intelligence · Computer Science
The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability
Judah Goldfeder, Victoria Dean, Zixin Jiang, Xuezheng Wang +3
2025-02-03
Human-Computer Interaction · Computer Science
An Aiding Tool for Building Design Generation, Thermal Assessment and Optimization -- EnergyPlus Interaction Overview
Marco S. Fernandes, E. Rodrigues, Adélio R. Gaspar, Álvaro Gomes
2018-06-18