[HTML][HTML] Domain-specific large language models for fault diagnosis of heating, ventilation, and air conditioning systems by labeled-data-supervised fine-tuning
Large language models (LLMs) have exhibited great potential in fault diagnosis of heating,
ventilation, and air conditioning systems. However, the fault diagnosis accuracy of LLMs is …
ventilation, and air conditioning systems. However, the fault diagnosis accuracy of LLMs is …
Exploring automated energy optimization with unstructured building data: A multi-agent based framework leveraging large language models
The building sector is a significant energy consumer, making building energy optimization
crucial for reducing energy demand. Automating energy optimization tasks eases the …
crucial for reducing energy demand. Automating energy optimization tasks eases the …
Deep generative models in energy system applications: Review, challenges, and future directions
In recent years, with the advent of mature machine learning products like ChatGPT, Stable
Diffusion, and Sora, the world has witnessed tremendous changes driven by the rapid …
Diffusion, and Sora, the world has witnessed tremendous changes driven by the rapid …
Large language models for building energy applications: Opportunities and challenges
Large language models (LLMs) are gaining attention due to their potential to enhance
efficiency and sustainability in the building domain, a critical area for reducing global carbon …
efficiency and sustainability in the building domain, a critical area for reducing global carbon …
Self-attention variational autoencoder-based method for incomplete model parameter imputation of digital twin building energy systems
Digital twin models serve as the most crucial foundation for estimating the expected
conservation effects of building energy systems. The establishment of digital twin models …
conservation effects of building energy systems. The establishment of digital twin models …
Prefabricated Buildings for Smart Cities: A Literature Survey
X Hu, J Shen, Z Ma - … Conference on Advanced Cloud and Big …, 2024 - ieeexplore.ieee.org
Prefabricated buildings are becoming a focal point in smart city development indebted to
their many advantages. To assess the current research status of prefabricated buildings and …
their many advantages. To assess the current research status of prefabricated buildings and …
[PDF][PDF] Towards Digital Twin-based Operation and Maintenance: A Virtual Assistant Framework for Creating Guidelines According to Managers' Requirements
S Bao, H Bu - 2024 - ceur-ws.org
Abstract Successful implementation of Digital Twin (DT) technology in Operation and
Maintenance (O&M) requires deep DT knowledge and extensive O&M experience. To …
Maintenance (O&M) requires deep DT knowledge and extensive O&M experience. To …
[PDF][PDF] Implementation of a Large Language Model for the Interpretation of the Colombian Aeronautical Regulations.
AM Rosales Cabezas, DS Traslavina Navarrete - 2024 - repository.libertadores.edu.co
The aviation industry in Colombia, essential to the country's economy, is regulated by the
extensive and complex Colombian Aeronautical Regulation (RAC). The application of Large …
extensive and complex Colombian Aeronautical Regulation (RAC). The application of Large …