Factors Affecting Control Room Operator Situation Awareness and ITS Fuzzy Logic Model

The rapid development of computer-human interface in process industries control systems challenged control room operator (CRO) to maintain their situation awareness (SA) at the high alert level. The paper aims to present physiological factors affecting the work performance of CRO wellness status during their duty to measure their SA level. PERCLOS number of eye-opening recognition and heart rate profile used as physiological variable to measure fatigue effect. Alarm management records and response time spent in controlling process changes behavior used as cognitive behavior variable representing competency performance. Fuzzy logic methods selected to correlate the input variables to the SA level as output variable that will be useful to communicate the CRO situation awareness status into the computer human interface as an alert system for the CRO themselves or further to their supervisor for any intervention required. Results of the observation and analysis shows a significant correlation between the observed physiological of the CRO and the cognitive behaviour of the CRO at different stress level working condition. The findings support the development of wellness alert system in process industries control system through enhancing SA level of CRO effectively.

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Publication Details

Journal
Jurnal Indonesia Sosial Teknologi
Published
2024-09-20
DOI
https://doi.org/10.59141/jist.v5i9.1729
Citations
2
Primary Topic
Human-Automation Interaction and Safety
Type
article
Field-Weighted Citation Impact
1.29
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article

Factors Affecting Control Room Operator Situation Awareness and ITS Fuzzy Logic Model

Fergyanto E. Gunawan, Muhammad Asrol, Asep Karmana
2 citations
Jurnal Indonesia Sosial Teknologi
Human-Automation Interaction and Safety
1.29
article

Factors Affecting Control Room Operator Situation Awareness and ITS Fuzzy Logic Model

Fergyanto E. Gunawan, Muhammad Asrol, Asep Karmana
article en
2 citations

Abstract

The rapid development of computer-human interface in process industries control systems challenged control room operator (CRO) to maintain their situation awareness (SA) at the high alert level. The paper aims to present physiological factors affecting the work performance of CRO wellness status during their duty to measure their SA level. PERCLOS number of eye-opening recognition and heart rate profile used as physiological variable to measure fatigue effect. Alarm management records and response time spent in controlling process changes behavior used as cognitive behavior variable representing competency performance. Fuzzy logic methods selected to correlate the input variables to the SA level as output variable that will be useful to communicate the CRO situation awareness status into the computer human interface as an alert system for the CRO themselves or further to their supervisor for any intervention required. Results of the observation and analysis shows a significant correlation between the observed physiological of the CRO and the cognitive behaviour of the CRO at different stress level working condition. The findings support the development of wellness alert system in process industries control system through enhancing SA level of CRO effectively.

Jurnal Indonesia Sosial TeknologiVol. 5(9)
Binus University (ID)
Openalex Percentile: Top 19%
Human-Automation Interaction and Safety
1.29
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