Investigating the effects of age, task load, task complexity, and input device on monitoring performance for smart manufacturing in the oil refining industry.
Human beings play an important role in a smart manufacturing economy. In this study, we explored the effects of age, task load, task complexity, and input device on abnormal event detection performance in an oil refinery control room task. Thirty participants were recruited to complete a process pla...
| Publicado en: | Ergonomics Vol. 67; no. 1; pp. 102 - 111 |
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| Autores principales: | , |
| Formato: | pictorial research tables/charts Journal Article |
| Publicado: |
Taylor & Francis Ltd
Jan2024
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=175980640&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 175980640 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 00140139 ERO jtl: Ergonomics issn: 00140139 maglogo: Y pubinfo: dt: Jan2024 vid: 67 iid: 1 pid: 377 pub: Taylor & Francis Ltd place: Philadelphia, Pennsylvania artinfo: ui: 175980640 163204476 175980640 175980640 10.1080/00140139.2023.2206071 175980640 ppf: 102 ppct: 9 formats: tig: atl: Investigating the effects of age, task load, task complexity, and input device on monitoring performance for smart manufacturing in the oil refining industry. aug: au: Shi, Chao Rothrock, Ling affil: The Department of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA sug: subj: Oils Refining Manufacturing Industry Task Performance and Analysis Blue Collar Workers Age Factors Evaluation Workload Human Male Female Adult Professional Knowledge Job Experience Equipment and Supplies Utilization Adult: 19-44 years Male Female ab: Human beings play an important role in a smart manufacturing economy. In this study, we explored the effects of age, task load, task complexity, and input device on abnormal event detection performance in an oil refinery control room task. Thirty participants were recruited to complete a process plant monitoring task in which they were asked to continuously monitor the gauge states, and immediately detect and solve the abnormal events. Participants' accuracy in detecting abnormal states was recorded and analysed during the task. We found that the complexity factor affected accuracy significantly, and younger adults had significantly higher accuracy than older adults in high task load trials. No significant effect was found for the input device factor. These findings suggest that age, task load, and task complexity should be taken into consideration when designing tools to improve older operators' performance. Practitioner summary: The smart manufacturing economy elicits higher requirements for older operators in oil refinery monitoring tasks. Under high task load, older adults had lower accuracy in detecting abnormal conditions than younger adults. The task complexity affected participants' accuracy in detecting abnormal states. pubtype: Academic Journal doctype: pictorial research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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