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Beyond COSS: Human Factors for Whole Plant Management

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

A Computerized Operator Support System (COSS) has been envisioned and prototyped for nuclear power plant (NPP) operations. The COSS supports operator decision making during abnormal events by making use of an online fault-diagnostic system known as PRO-AID. PRO-AID uses existing sensors and confluence equations to detect system faults before plant threshold alarms would alert operators. In a full-scope, full-scale nuclear power plant simulator we demonstrated that early diagnosis in conjunction with computer-based-procedures can assist operators in mitigating faults in circumstances that would normally lead to shutting down the plant. Here we conceive of a computerized plant management system (CPMS) that would complement COSS. COSS is intended to aid in the short-time scale operations of a plant. The CPMS is aimed at supporting longer time-scale activities involving maintenance, calibration, and early warning fault detection. Digitization allows staff to manage and monitor assets remotely without being physically present locally at the equipment under surveillance. This allows for specialization by equipment and systems rather than location. Cyber-physical systems and the industrial internet of things have no shortage of possibilities and promises, but often the benefits come with conflicting considerations: availability may tradeoff with increased cyber risk, increased redundancy may come at the cost of increased complexity, outsourcing engineering requires more communication across organizations and the associated administrative burden. In too many instances, humans tend to fill the gaps between what automation cannot reliably or cost-effectively accomplish. Human-centered design using human factors considers the role of the human as part of a human-machine-system. Our COSS concept examined how a control system, a diagnostic system, expert guidance system, and computer-based procedure system could work in concert to aid operator actions. Here we examine the potential for human factors and human-centered design for whole plant management using a CPMS. A CPMS could serve several valuable functions from providing computerized procedures for field operations to using prognostics for early failure detection, or managing information flows from sensors to business networks, system engineers, cyber-security personnel, and third-party vendors.

Original languageEnglish
Title of host publicationAdvances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, 2019
EditorsTareq Ahram
PublisherSpringer Verlag
Pages619-630
Number of pages12
ISBN (Print)9783030204532
DOIs
StatePublished - 2020
EventAHFE International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, 2019 - Washington D.C., United States
Duration: Jul 24 2019Jul 28 2019

Publication series

NameAdvances in Intelligent Systems and Computing
Volume965
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

ConferenceAHFE International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, 2019
Country/TerritoryUnited States
CityWashington D.C.
Period07/24/1907/28/19

Keywords

  • Computerized Operator Support Systems (COSS)
  • Control room
  • Nuclear human factors
  • Nuclear power
  • Process control

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