92 citations · 180 across the 4 of their papers we have counts for
4 papers
Scaling Data-Driven Building Energy Modelling using Large Language Models
Sunil Khadka, Liang Zhang
Building Management System (BMS) through a data-driven method always faces data and model scalability issues. We propose a methodology to tackle the scalability challenges associat…
Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems
Liang Zhang, Zhelun Chen
The potential of Machine Learning Control (MLC) in HVAC systems is hindered by its opaque nature and inference mechanisms, which is challenging for users and modelers to fully comp…
Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies
Liang Zhang, Zhelun Chen, Vitaly Ford
The rapid progression in artificial intelligence has facilitated the emergence of large language models like ChatGPT, offering potential applications extending into specialized eng…
Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview
Liang Zhang, Zhelun Chen
In recent years, the rapid advancement and impressive capabilities of Large Language Models (LLMs) have been evident across various domains. This paper explores the application, im…