SRE: Semantic Rules Engine for the Industrial Internet-Of-Things Gateways

被引:40
|
作者
El Kaed, Charbel [1 ,2 ]
Khan, Imran [1 ,2 ]
Van Den Berg, Andre [1 ,2 ]
Hossayni, Hicham [1 ,2 ]
Saint-Marcel, Christophe [1 ,2 ]
机构
[1] Schneider Elect, IoT & Digital Transformat, Boston One Campus, Andover, MA 01810 USA
[2] 38TEC, F-38000 Grenoble, France
关键词
Embedded systems; industrial control; industrial Internet-of-Things; Internet-of-Things (IoT); rules; semantic web; LANGUAGE; MODEL; AUTOMATION; MIDDLEWARE; AGENTS; SYSTEM;
D O I
10.1109/TII.2017.2769001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:715 / 724
页数:10
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