[HTML][HTML] BIM-based automated fault detection and diagnostics of HVAC systems in commercial buildings

AH Gourabpasi, M Nik-Bakht - Journal of Building Engineering, 2024 - Elsevier
In order to meet the growing demand for effective Automated Fault Detection and
Diagnostics (AFDD) for HVAC systems, innovative approaches are needed to address …

An ontology for automated fault detection & diagnostics of HVAC using BIM and machine learning concepts

A Hosseini Gourabpasi, M Nik-Bakht - Science and Technology for …, 2024 - Taylor & Francis
This paper presents an ontology for AFDD (Automated Fault Detection and Diagnostics) of
HVAC (Heating, Ventilation, and Air conditioning) systems in buildings called “AFDDOnto” …

Reasoning about physical processes in buildings through component stereotypes

G Ramanathan, S Mayer - Proceedings of the 10th ACM International …, 2023 - dl.acm.org
Buildings employ an ensemble of technical systems like those for heating and ventilation
and each of them orchestrate complex physical processes. Ontologies such as Brick, IFC …

Synthesizing multi-agent system organization from engineering descriptions

G Ramanathan - International Workshop on Engineering Multi-Agent …, 2023 - Springer
Automation of electro-mechanical systems, such as the ones deployed in a building or a
factory, is engineered based on the design-time knowledge of requirements, system …

Semantic description of equipment and its controls in building automation systems

G Ramanathan, M Husmann - European Semantic Web Conference, 2022 - Springer
Building automation (BA) systems orchestrate and monitor the functioning of a wide variety
of utilities in a building so that living spaces are kept comfortable, safe, and secure. The …

Data integrity checks for building automation and control systems

M Gwerder, R Marek, A Melillo… - CLIMA 2022 …, 2022 - proceedings.open.tudelft.nl
Data from building automation and control systems are becoming more and more important,
since they are used in a growing number of (novel and established) analytics applications …