1 citations · 1 across the 3 of their papers we have counts for
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Buildrix: An Open Platform for Sharing and Benchmarking Agentic AI Skills in Building Engineering
Zixin Jiang, Bing Dong
Agentic AI offers significant potential to automate complex building-engineering workflows. However, most existing applications remain isolated proof-of-concept demonstrations and…
OptAgent: an Agentic AI framework for Intelligent Building Operations
Zixin Jiang, Weili Xu, Bing Dong
The urgent need for building decarbonization calls for a paradigm shift in future autonomous building energy operation, from human-intensive engineering workflows toward intelligen…
BESTOpt: A Modular, Physics-Informed Machine Learning based Building Modeling, Control and Optimization Framework
Zixin Jiang, Ruizhi Song, Guowen Li +5
Modern buildings are increasingly interconnected with occupancy, heating, ventilation, and air-conditioning (HVAC) systems, distributed energy resources (DERs), and power grids. Mo…
Modularized Neural Network Incorporating Physical Priors for Smart Building Control, Accuracy or Consistency?
Zixin Jiang, Bing Dong
Model predictive control can achieve significant energy savings, offer grid flexibility, and mitigate carbon emissions. However, the challenge of identifying individual control-ori…