Digital twin enabled fault detection and diagnosis process for building HVAC systems

Towards an Occupancy-Oriented Digital Twin for Facility Management: Test Campaign and Sensors Assessment

(2021) Elena Seghezzi et al.   Applied Sciences-Basel

Development of a Unified Taxonomy for HVAC System Faults

(2021) Yimin Chen et al.   Energies

Does historical data still count? Exploring the applicability of smart building applications in the post-pandemic period

(2021) Xiang Xie et al.   Sustainable Cities and Society

Building product ontology: Core ontology for Linked Building Product Data

(2021) Anna Wagner et al.   AUTOMATION IN CONSTRUCTION

An ontology to support flow system descriptions from design to operation of buildings

(2021) Ville Kukkonen et al.   AUTOMATION IN CONSTRUCTION

Building fault detection data to aid diagnostic algorithm creation and performance testing

(2020) Jessica Granderson et al.   Scientific Data

Towards a semantic Construction Digital Twin: Directions for future research

(2020) Calin Boje et al.   AUTOMATION IN CONSTRUCTION

Digital twin-enabled anomaly detection for built asset monitoring in operation and maintenance

(2020) Qiuchen Lu et al.   AUTOMATION IN CONSTRUCTION

BOT: The building topology ontology of the W3C linked building data group

(2020) Mads Holten Rasmussen et al.   Semantic Web

Unified architecture for data-driven metadata tagging of building automation systems

(2020) Sakshi Mishra et al.   AUTOMATION IN CONSTRUCTION

A systematic feature extraction and selection framework for data-driven whole-building automated fault detection and diagnostics in commercial buildings

(2020) Liang Zhang et al.   BUILDING AND ENVIRONMENT

Fault detection and diagnosis of large-scale HVAC systems in buildings using data-driven methods: A comprehensive review

(2020) Maryam Sadat Mirnaghi et al.   ENERGY AND BUILDINGS

A scientometric analysis and critical review of construction related ontology research

(2019) Botao Zhong et al.   AUTOMATION IN CONSTRUCTION

Brick : Metadata schema for portable smart building applications

(2018) Bharathan Balaji et al.   APPLIED ENERGY

Efficient IoT-based sensor BIG Data collection–processing and analysis in smart buildings

(2018) Andreas P. Plageras et al.   Future Generation Computer Systems-The International Journal of eScience

A Combined Data-Driven and Model-Based Residual Selection Algorithm for Fault Detection and Isolation

(2017) Daniel Jung et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis

(2017) Dan Li et al.   IEEE Transactions on Industrial Informatics

EXPRESS to OWL for construction industry: Towards a recommendable and usable ifcOWL ontology

(2016) Pieter Pauwels et al.   AUTOMATION IN CONSTRUCTION

Overfitting in linear feature extraction for classification of high-dimensional image data

(2016) Raymond Liu et al.   PATTERN RECOGNITION

Diagnostic Bayesian networks for diagnosing air handling units faults – Part II: Faults in coils and sensors

(2015) Yang Zhao et al.   APPLIED THERMAL ENGINEERING

Ontology-based representation of IFC EXPRESS rules: An enhancement of the ifcOWL ontology

(2015) Walter Terkaj et al.   AUTOMATION IN CONSTRUCTION

Robust model-based fault diagnosis for air handling units

(2015) Timothy Mulumba et al.   ENERGY AND BUILDINGS

Adding semantics to internet of things

(2014) Xiang Su et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

ARX model based fault detection and diagnosis for chillers using support vector machines

(2014) Ke Yan et al.   ENERGY AND BUILDINGS

Building Energy Doctors: An SPC and Kalman Filter-Based Method for System-Level Fault Detection in HVAC Systems

(2013) Biao Sun et al.   IEEE Transactions on Automation Science and Engineering

A novel methodology for knowledge discovery through mining associations between building operational data

(2011) Zhun (Jerry) Yu et al.   ENERGY AND BUILDINGS

Evaluating the system intelligence of the intelligent building systems

(2007) Johnny Wong et al.   AUTOMATION IN CONSTRUCTION

Design of a steady-state detector for fault detection and diagnosis of a residential air conditioner

(2007) Minsung Kim et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID