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Author:

Dong, Keqiang (Dong, Keqiang.) | Long, Linan (Long, Linan.) | Zhang, Hong (Zhang, Hong.) | Su, Xieyang (Su, Xieyang.)

Indexed by:

EI Scopus SCIE

Abstract:

There is a great interest in studying complexity of the aero-engine gas path time series. This paper presents a Lempel-Ziv complexity measure for analysis of aero-engine gas path system signals. By applying a binary Lempel-Ziv measure to define the absolute distance between two non-null numerical sequences, the pedigree map of systemic clustering is constructed to provide a metric for the number of distinct deterministic patterns. And then, we propose a ternary Lempel-Ziv measure, improving on the binary Lempel-Ziv measure, and making it more suited for the analysis of aero-engine gas path time series. The results indicate that the maps, demonstrating the relationship between parameters, based on ternary Lempel-Ziv measure are more vivid than the map based on binary Lempel-Ziv measure. (C) 2019 Elsevier B.V. All rights reserved.

Keyword:

Lempel-Ziv measure Aero-engine gas path system Pedigree map Complexity

Author Community:

  • [ 1 ] [Dong, Keqiang]Civil Aviat Univ China, Sci, Tianjin, Peoples R China
  • [ 2 ] [Long, Linan]Civil Aviat Univ China, Sci, Tianjin, Peoples R China
  • [ 3 ] [Zhang, Hong]Tianjin Sino German Univ Appl Sci, Basic Courses Dept, Tianjin, Peoples R China
  • [ 4 ] [Su, Xieyang]Beijing Univ Technol, Beijing Dublin Int Coll, Beijing, Peoples R China

Reprint Author's Address:

  • [Dong, Keqiang]Civil Aviat Univ China, Sci, Tianjin, Peoples R China

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Source :

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

ISSN: 0378-4371

Year: 2019

Volume: 525

Page: 1080-1087

3 . 3 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:123

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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