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author:

Zhang, Cheng (Zhang, Cheng.) [1] | Tian, Guangdong (Tian, Guangdong.) [2] | Fathollahi-Fard, Amir Mohammad (Fathollahi-Fard, Amir Mohammad.) [3] | Wang, Wenjie (Wang, Wenjie.) [4] | Wu, Peng (Wu, Peng.) [5] (Scholars:吴鹏) | Li, Zhiwu (Li, Zhiwu.) [6]

Indexed by:

EI Scopus SCIE

Abstract:

This article proposes a risk assessment method based on interval intuitionistic integrated cloud Petri net (IIICPN). The cloud model is widely used in data mining and knowledge discovery, especially in risk assessment problems with linguistic variables. However, the cloud models proposed in the literature do not express interval-valued intuitionistic linguistic satisfactorily, and the reasoning methods based on the cloud models cannot perform risk assessment well. The work in this article includes the definition of IIIC and IIICPN, the method of converting the interval-valued intuitionistic uncertain linguistic numbers into IIIC, and the reasoning method of IIICPN. As proofs, a subway fire accident model is adopted to confirm the feasibility of the proposed method, and comparison experiments between the IIICPN with general fuzzy Petri net and the trapezium cloud model are conducted to verify the superiority of the proposed model. Note to Practitioners-This work deals with the subway fire risk assessment problem. It proposes a cloud model based on interval-valued intuitionistic uncertain linguistic and builds a cloud-based Petri net model. The methods of fire risk assessment use the existing fault trees or aggregation operators to combine all the factors into consideration, but they do not take the interaction of factors. The goal of this work is to assess the risk of subway fire accident of subway, using fuzzy linguistic decision variables. The simulation results indicate that the proposed method is highly effective. The obtained results can help assessors better determine which factors may cause the disaster.

Keyword:

Accidents Cloud computing Cloud model Cognition fuzzy Petri net (FPN) interval-valued intuitionistic number Linguistics Petri nets Public transportation risk assessment Risk management uncertain linguistic

Community:

  • [ 1 ] [Zhang, Cheng]Shandong Univ, Natl Demonstrat Ctr Expt Mech Engn Educ, Sch Mech Engn, Minist Educ,Key Lab High Efficiency & Clean Mech, Jinan 250061, Peoples R China
  • [ 2 ] [Wang, Wenjie]Shandong Univ, Natl Demonstrat Ctr Expt Mech Engn Educ, Sch Mech Engn, Minist Educ,Key Lab High Efficiency & Clean Mech, Jinan 250061, Peoples R China
  • [ 3 ] [Tian, Guangdong]Shandong Univ, Sch Mech Engn, Key Lab High Efficiency & Clean Mech Manufacture, Minist Educ, Jinan 250061, Peoples R China
  • [ 4 ] [Tian, Guangdong]Liaoning Shihua Univ, Sch Comp & Commun Engn, Fushun 113001, Peoples R China
  • [ 5 ] [Fathollahi-Fard, Amir Mohammad]Univ Quebec, Ecole Technol Super, Dept Elect Engn, Montreal, PQ 001, Canada
  • [ 6 ] [Wu, Peng]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Peoples R China
  • [ 7 ] [Li, Zhiwu]Macau Univ Sci & Technol, Inst Syst Engn, Macau 999078, Peoples R China
  • [ 8 ] [Li, Zhiwu]Xidian Univ, Sch Electromech Engn, Xian 710071, Peoples R China

Reprint 's Address:

  • [Tian, Guangdong]Shandong Univ, Sch Mech Engn, Key Lab High Efficiency & Clean Mech Manufacture, Minist Educ, Jinan 250061, Peoples R China

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Source :

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

ISSN: 1545-5955

Year: 2022

Issue: 1

Volume: 19

Page: 163-177

5 . 6

JCR@2022

5 . 9 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:66

JCR Journal Grade:2

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 44

SCOPUS Cited Count: 51

ESI Highly Cited Papers on the List: 8 Unfold All

  • 2023-9
  • 2023-5
  • 2023-3
  • 2023-1
  • 2022-11
  • 2022-9
  • 2022-7
  • 2022-5

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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