DocumentCode
1272192
Title
The MPC elucidator: a case study in the design for human-automation interaction
Author
Guerlain, Stephanie ; Jamieson, Greg A. ; Bullemer, Peter ; Blair, Ronald
Author_Institution
Dept. of Syst. & Inf. Eng., Virginia Univ., Charlottesville, VA, USA
Volume
32
Issue
1
fYear
2002
fDate
1/1/2002 12:00:00 AM
Firstpage
25
Lastpage
40
Abstract
In this paper, we describe the design of a decision support system for operators of model-based predictive controllers (MPC). MPC is a form of advanced automatic control that is increasingly common in process operations due to its ability to control and optimize large sections of a process. A cognitive task analysis revealed that current operating displays, which rely on displaying tables of numeric information across several display pages, do not effectively support human operator monitoring, diagnosis, and control of MPC. This case study shows how we applied representation aiding and workspace management design principles to better support the human-automation interaction requirements of monitoring, understanding, and adjusting these complex, semi-autonomous; process controllers. We show how effective user interface design can significantly reduce the complexity of operating with advanced automation, and can lead to improved understanding of how the automation works
Keywords
cognitive systems; decision support systems; human factors; knowledge representation; model-based reasoning; predictive control; user interfaces; MPC elucidator; advanced automatic control; cognitive task analysis; decision support system; human-automation interaction; knowledge representation; model-based predictive controllers; user interface design; workspace management design; Automatic control; Decision support systems; Design automation; Displays; Humans; Information analysis; Monitoring; Predictive models; Process control; User interfaces;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher
ieee
ISSN
1083-4427
Type
jour
DOI
10.1109/3468.995527
Filename
995527
Link To Document