IEEE Systems, Man and Cybernetics Magazine - October 2021 - 31

Challenges and Limitations for
Operation and Maintenance
in Nuclear Power Plants
by Hossam A. Gabbar,
Sk Sami Al Jabar,
Hassan A. Hassan,
and Jing Ren
An Intelligent
Experience
Retention System
T
his article presents an intelligent experience
retention system (IERS), which is designed to
overcome challenges and limitations of capturing
human experience related to operating procedures
for plant operation and maintenance in
nuclear power plants. It is time-consuming to find specific
information from thousands of input documents. Less experienced
employees cannot operate complex tasks due to
having less knowledge and training about the documents
and their operation. Research gaps in current knowledge
Digital Object Identifier 10.1109/MSMC.2021.3098981
Date of current version: 18 October 2021
structuring and retrieval methods are discussed and used to
identify essential features to achieve effective methods to
manage instructive text (iText) related to learning and
answering queries connected to operating procedures.
Knowledge structure is proposed to represent inputs from
documents, data, text, and voice related to operation and
maintenance instructions in nuclear power plants. Human
experience is captured and integrated within the structured
knowledge in an integrated scheme, called the human experience
semantic network (HESN), which includes deterministic,
qualitative, and probabilistic parameters and attributes
that are captured and dynamically tuned throughout the
execution of the system.
2333-942X/21©2021IEEE
October 2021 IEEE SYSTEMS, MAN, & CYBERNETICS MAGAZINE 31
©SHUTTERSTOCK.COM/IRINAPICT
http://www.SHUTTERSTOCK.COM/IRINAPICT

IEEE Systems, Man and Cybernetics Magazine - October 2021

Table of Contents for the Digital Edition of IEEE Systems, Man and Cybernetics Magazine - October 2021

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IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover2
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Contents
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IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover3
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover4
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