Title :
Proactive Computing in Process Monitoring: Information Agents for Operator Support
Author :
Pakonen, Antti ; Pirttioja, Teppo ; Seilonen, Ilkka ; Tommila, Teemu
Author_Institution :
VTT Tech. Res. Centre of Finland
Abstract :
While automation systems can track thousands of measurements it is still up to human process operators to determine the operational situation of the controlled process, particularly in abnormal situations. To fully exploit the computing power of embedded processors and to release humans from simple data harvesting activities, the concept of proactive computing tries to exploit the strengths of both man and machine. Proactive features can be implemented using intelligent agent technology, enabling humans to move from simple interaction with computers into supervisory tasks. Autonomous information agents can handle massive amounts of heterogeneous data. They perform tedious tasks of information retrieving, combining and monitoring on the behalf of their users. This paper presents a multi-agent-based architecture for process automation, which aims to support process operators in their monitoring activities. The approach is tested with a scenario inspired by a real-world industrial challenge.
Keywords :
embedded systems; multi-agent systems; process control; process monitoring; production engineering computing; software architecture; automation system; autonomous information agents; embedded processors; information retrieving; intelligent agent technology; multiagent-based architecture; operator support; proactive computing; process automation; process monitoring; Automatic control; Automation; Computerized monitoring; Control systems; Embedded computing; Humans; Information retrieval; Intelligent agent; Particle measurements; Process control;
Conference_Titel :
Emerging Technologies and Factory Automation, 2006. ETFA '06. IEEE Conference on
Conference_Location :
Prague
Print_ISBN :
0-7803-9758-4
DOI :
10.1109/ETFA.2006.355408