SRE: Semantic Rules Engine For the Industrial Internet-Of-Things Gateways
| Autor: | Christophe Saint-Marcel, Hicham Hossayni, Charbel El Kaed, Andre Van Den Berg, Imran Khan |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2017 |
| Předmět: |
FOS: Computer and information sciences
Service (systems architecture) Computer science Energy management Computer Science - Artificial Intelligence 02 engineering and technology Systems and Control (eess.SY) Ontology (information science) Semantics Computer Science - Networking and Internet Architecture 0202 electrical engineering electronic engineering information engineering FOS: Electrical engineering electronic engineering information engineering Electrical and Electronic Engineering Semantic Web Networking and Internet Architecture (cs.NI) business.industry Business rule 020207 software engineering Semantic reasoner Energy consumption Computer Science Applications Artificial Intelligence (cs.AI) Control and Systems Engineering Computer Science - Systems and Control 020201 artificial intelligence & image processing Software engineering business Information Systems |
| Popis: | The Advent of the Internet-of-Things (IoT) paradigm has brought opportunities to solve many real-world problems. Energy management, for example, has attracted huge interest from academia, industries, governments and regulatory bodies. It involves collecting energy usage data, analyzing it, and optimizing the energy consumption by applying control strategies. However, in industrial environments, performing such optimization is not trivial. The changes in business rules, process control, and customer requirements make it much more challenging. In this paper, a Semantic Rules Engine (SRE) for industrial gateways is presented that allows implementing dynamic and flexible rule-based control strategies. It is simple, expressive, and allows managing rules on-the-fly without causing any service interruption. Additionally, it can handle semantic queries and provide results by inferring additional knowledge from previously defined concepts in ontologies. SRE has been validated and tested on different hardware platforms and in commercial products. Performance evaluations are also presented to validate its conformance to the customer requirements. Accepted for publication in forthcoming issue of IEEE Transactions on Industrial Informatics. The content is final but has NOT been proof-read |
| Databáze: | OpenAIRE |
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