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author:

Zhang, C. (Zhang, C..) [1] | Tian, G. (Tian, G..) [2] | Fathollahi-Fard, A.M. (Fathollahi-Fard, A.M..) [3] | Wang, W. (Wang, W..) [4] | Wu, P. (Wu, P..) [5] (Scholars:吴鹏) | Li, Z. (Li, Z..) [6]

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Scopus

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. IEEE

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, C.]Key Laboratory of High Efficiency and Clean Mechanical Manufacture, Ministry of Education, National Demonstration Center for Experimental Mechanical Engineering Education, School of Mechanical Engineering, Shandong University, Jinan 250061, China.
  • [ 2 ] [Tian, G.]Key Laboratory of High Efficiency and Clean Mechanical Manufacture, Ministry of Education, School of Mechanical Engineering, Shandong University, Jinan 250061, China, and also with the School of Computer and Communication Engineering, Liaoning Shihua University, Fushun 113001, China (e-mail: tiangd2013@163.com)
  • [ 3 ] [Fathollahi-Fard, A.M.]Department of Electrical Engineering, École de Technologie Supérieure, University of Québec, Montreal, QC 001, Canada.
  • [ 4 ] [Wang, W.]Key Laboratory of High Efficiency and Clean Mechanical Manufacture, Ministry of Education, National Demonstration Center for Experimental Mechanical Engineering Education, School of Mechanical Engineering, Shandong University, Jinan 250061, China.
  • [ 5 ] [Wu, P.]School of Economics and Management, Fuzhou University, Fuzhou 350116, China.
  • [ 6 ] [Li, Z.]Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China, and also with the School of Electro-Mechanical Engineering, Xidian University, Xian 710071, China.

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IEEE Transactions on Automation Science and Engineering

ISSN: 1545-5955

Year: 2020

5 . 0 8 3

JCR@2020

5 . 9 0 0

JCR@2023

ESI HC Threshold:132

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 53

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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