AI ethics evidence index Search
Source-linked daily record
Evidence record 15757 · automatically gathered

Development of FDD-ON: an Ontology for VAV HVAC System Fault Detection and Diagnostics

Fault detection and diagnosis (FDD) technology is essential for improving HVAC system reliability, energy efficiency, and maintenance effectiveness. However, effective deployment of FDD solutions in buildings requires structured domain knowledge that can bridge heterogeneous data sources, diverse equipment types, and varied diagnostic outputs. Limited data interpretability and interoperability within the FDD domain have led to fragmented information silos, hindering the implementation of FDD and

Record details

Published: 31 July 2026
Source: arXiv cs.AI
Category: Research
Topics: Safety & alignment · Healthcare · Environment
Retrieved: 3 August 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Safety & alignment · Shared topic: Healthcare

SHAPE: Structure-aware Hierarchical Unsupervised Domain Adaptation with Plausibility Evaluation for Medical Image Segmentation

arXiv · 23 March 2026

Shared topic: Safety & alignment · Shared topic: Environment

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

HuggingFace Daily Papers · 31 July 2026

Shared topic: Safety & alignment · Shared topic: Environment

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

arXiv red teaming query · 1 August 2026

Shared topic: Healthcare · Shared topic: Environment

Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments

arXiv cs.LG · 30 July 2026

Shared topic: Safety & alignment · Shared topic: Healthcare

APO: Unsupervised Atomic Policy Optimization for 3D Structure Prediction of Atomic Systems

arXiv · 30 July 2026

Shared topic: Safety & alignment · Shared topic: Healthcare

xMICD: Explainable Representation of Multiple ICD Codes

arXiv cs.LG · 2 August 2026

How to cite this record

ethics.ai (31 July 2026), “Development of FDD-ON: an Ontology for VAV HVAC System Fault Detection and Diagnostics,” evidence record 15757, https://ethics.ai/record/15757 (originally published by arXiv cs.AI).

JSON

Use and limitations

This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.