Implementing Rule-Oriented Knowledge Bases on Smart Networks

TitleImplementing Rule-Oriented Knowledge Bases on Smart Networks
Publication TypeConference Paper
Year of Publication1995
AuthorsPłonka L, Mrózek A, Winiarczyk R, Maitan J.
Conference NameProceedings of the Workshop held in Augustow, Poland, 5-9 June
Keywordsknowledge-based systems, process control, rule-based systems, smart networks, state transition table
Abstract

Knowledge-based systems utilize expert knowledge to solve problems normally requiring human intelligence. They are often applied in process control when it is difficult or impossible to use classical model-based approaches. Networks of smart sensors and actuators are the most recent trend in automatic control. In this approach, low cost embedded controllers are placed in the same package with sensors and actuators and connected by a network, so a central computer is not needed to execute the control algorithm. Decomposition of the control algorithm into distributed smart devices is one of the key problems. The paper demonstrates how the control algorithm can be represented by a rule-oriented knowledge base and how the knowledge base can be decomposed and implemented on a network of smart sensors.