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
Contents
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover1
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover2
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Contents
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 2
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 3
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 4
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 5
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 6
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 7
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 8
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 9
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 10
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 11
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 12
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 13
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 14
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 15
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 16
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 17
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 18
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 19
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 20
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 21
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 22
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 23
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 24
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 25
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 26
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 27
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 28
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 29
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 30
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 31
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 32
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 33
IEEE Systems, Man and Cybernetics Magazine - October 2021 - 34
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover3
IEEE Systems, Man and Cybernetics Magazine - October 2021 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/smc_202310
https://www.nxtbook.com/nxtbooks/ieee/smc_202307
https://www.nxtbook.com/nxtbooks/ieee/smc_202304
https://www.nxtbook.com/nxtbooks/ieee/smc_202301
https://www.nxtbook.com/nxtbooks/ieee/smc_202210
https://www.nxtbook.com/nxtbooks/ieee/smc_202207
https://www.nxtbook.com/nxtbooks/ieee/smc_202204
https://www.nxtbook.com/nxtbooks/ieee/smc_202201
https://www.nxtbook.com/nxtbooks/ieee/smc_202110
https://www.nxtbook.com/nxtbooks/ieee/smc_202107
https://www.nxtbook.com/nxtbooks/ieee/smc_202104
https://www.nxtbook.com/nxtbooks/ieee/smc_202101
https://www.nxtbook.com/nxtbooks/ieee/smc_202010
https://www.nxtbook.com/nxtbooks/ieee/smc_202007
https://www.nxtbook.com/nxtbooks/ieee/smc_202004
https://www.nxtbook.com/nxtbooks/ieee/smc_202001
https://www.nxtbook.com/nxtbooks/ieee/smc_201910
https://www.nxtbook.com/nxtbooks/ieee/smc_201907
https://www.nxtbook.com/nxtbooks/ieee/smc_201904
https://www.nxtbook.com/nxtbooks/ieee/smc_201901
https://www.nxtbook.com/nxtbooks/ieee/smc_201810
https://www.nxtbook.com/nxtbooks/ieee/smc_201807
https://www.nxtbook.com/nxtbooks/ieee/smc_201804
https://www.nxtbook.com/nxtbooks/ieee/smc_201801
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_1017
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0717
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0417
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0117
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_1016
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0716
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0416
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0116
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_1015
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0715
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0415
https://www.nxtbook.com/nxtbooks/ieee/systems_man_cybernetics_0115
https://www.nxtbookmedia.com