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The Role of Semantic Technologies in Diagnostic and Decision Support for Service Systems
- Source :
- HICSS
- Publication Year :
- 2018
- Publisher :
- Hawaii International Conference on System Sciences, 2018.
-
Abstract
- In this research, we utilize semantic technology for robust early diagnosis and decision support. We present a light-weight platform that provides the enduser with direct access to the data through an ontology, and enables detection of any forthcoming faults by considering the data only from the reliable sensors. Concurrently, it indicates the actual sources of the detected faults, enabling mitigation action to be taken. Our work is focused on systems that require only real-time data and a restricted part of the historic data, such as fuel cell stack systems. First, we present an upper-level ontology that captures the semantics of such monitored systems and then we present the structure of the platform. Next, we specialize on the fuel cell paradigm and we provide a detailed description of our platform’s functionality that can aid future servicing problem reporting applications.
- Subjects :
- Structure (mathematical logic)
Decision support system
Service (systems architecture)
business.industry
Computer science
020209 energy
02 engineering and technology
Ontology (information science)
computer.software_genre
Semantics
Action (philosophy)
0202 electrical engineering, electronic engineering, information engineering
Ontology
Semantic technology
Data mining
Software engineering
business
computer
Subjects
Details
- ISSN :
- 25726862
- Database :
- OpenAIRE
- Journal :
- Proceedings of the 51st Hawaii International Conference on System Sciences
- Accession number :
- edsair.doi...........b5991d6a2019d37fc9d3739be207ce34