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HEART Hybrid Methods for Assessing Human Reliability in Coal-Fired Thermal Power Plant Process

Author

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  • Akide Cerci Ogmen

    (Occupational Health and Safety Program, Institute of Science and Technology, Istanbul Commerce University, Istanbul 34854, Turkey)

  • Ismail Ekmekci

    (Department of Industrial Engineering, Faculty of Engineering, Istanbul Commerce University, Istanbul 34854, Turkey)

Abstract

The assessment of human reliability is crucial in serious processes and operations, such as planned maintenance, unplanned maintenance, and troubleshooting in a coal-fired thermal power plant, as the nature of these processes poses significant threats. When the literature is examined, the evaluation of human reliability in any type of power plant, especially coal-fired thermal power plants, is limited. In order to fill this gap, we systematically assessed human reliability in an accident that occurred during a repair of a tube failure in a boiler in a coal-fired thermal power plant. The HEART (human error assessment and reduction technique) method was used in a hybrid way alongside the fuzzy AHP and SWARA (step weight assessment ratio analysis) methods. Although the HEART method is a practical, understandable, and easy-to-implement human reliability assessment method, the APOE (assessment of the proportion effect) value depends on the decision of a single decision maker. This study aimed to eliminate this deficiency and compare human error possibilities using HEART–fuzzy AHP and HEART–SWARA methods. This hybrid method can be used in the operation of all coal-fired thermal power plants and provides practical contributions to minimize human error.

Suggested Citation

  • Akide Cerci Ogmen & Ismail Ekmekci, 2022. "HEART Hybrid Methods for Assessing Human Reliability in Coal-Fired Thermal Power Plant Process," Sustainability, MDPI, vol. 14(17), pages 1-16, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:17:p:10838-:d:902450
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    References listed on IDEAS

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    1. Su Han & Tengfei Wang & Jiaqi Chen & Ying Wang & Bo Zhu & Yiqi Zhou, 2021. "Towards the Human–Machine Interaction: Strategies, Design, and Human Reliability Assessment of Crews’ Response to Daily Cargo Ship Navigation Tasks," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    2. Sezer, Sukru Ilke & Akyuz, Emre & Arslan, Ozcan, 2022. "An extended HEART Dempster–Shafer evidence theory approach to assess human reliability for the gas freeing process on chemical tankers," Reliability Engineering and System Safety, Elsevier, vol. 220(C).
    3. Zhou, Jian-Lan & Lei, Yi & Chen, Yang, 2019. "A hybrid HEART method to estimate human error probabilities in locomotive driving process," Reliability Engineering and System Safety, Elsevier, vol. 188(C), pages 80-89.
    4. Muhammad Hamza Naseem & Jiaqi Yang & Ziquan Xiang, 2021. "Prioritizing the Solutions to Reverse Logistics Barriers for the E-Commerce Industry in Pakistan Based on a Fuzzy AHP-TOPSIS Approach," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    5. He, Xuhong & Wang, Yao & Shen, Zupei & Huang, Xiangrui, 2008. "A simplified CREAM prospective quantification process and its application," Reliability Engineering and System Safety, Elsevier, vol. 93(2), pages 298-306.
    6. Kandemir, Cagatay & Celik, Metin, 2021. "Determining the error producing conditions in marine engineering maintenance and operations through HFACS-MMO," Reliability Engineering and System Safety, Elsevier, vol. 206(C).
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