Semantic Reasoning and Integration for Automating Predictive Maintenance in Smart Facility Management
Semantic reasoning and knowledge graph integration for automated predictive maintenance in smart facility management.
Professional Summary
Chien-Pu (Nora) Huang is a Postdoctoral Researcher at the Computer-Aided
Engineering Lab, National Taiwan University. Her research centers on semantic
digital twin frameworks for smart built environments, integrating ontology-driven
automation, knowledge graphs, and BIM for intelligent facility operations.
Education
PhD in Civil Engineering
National Taiwan University
MArch in Architecture
National Yang Ming Chiao Tung University
BArch in Architecture
National Cheng Kung University
Interests
Semantic Digital Twin
Building Information Modeling (BIM)
Knowledge Graph & Ontology
Intelligent Facility Management
Construction Informatics
π My Research
Use this area to speak to your mission. I’m a research scientist in the Moonshot team at DeepMind. I blog about machine learning, deep learning, and moonshots.
I apply a range of qualitative and quantitative methods to comprehensively investigate the role of science and technology in the economy.
Please reach out to collaborate π
Featured Publications
Semantic Digital Thread Framework for Explainable Lifecycle Carbon Management: An Ontology-Driven and Auditable Automation Backbone
A Semantic Digital Thread framework integrating ontology-driven automation for explainable and auditable lifecycle carbon management in smart built environments.
Recent Publications
(2026).
Semantic Reasoning and Integration for Automating Predictive Maintenance in Smart Facility Management.
AEI.
(2025).
A Study on Information Integration Methods for Building Carbon Accounting and Management Using Semantic-Oriented Digital Twin Technology.
ηε»Ίε·₯η¨ 2025.
(2025).
Applying Systems Theory for Predictive Maintenance in Facility Management: A Performance Evaluation Framework Using Neo4j.
CECAR10 2025.
(2025).
Neo4j-Powered Workflow for Lifecycle Carbon Management: The NTU Campus Case Study.
CIB WBC 2025.
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