Fault diagnosis of vehicle transmission system based on rough set theory

X. Li; Z. Zhang; X. Wu; C. Tian

Fault diagnosis of vehicle transmission system based on rough set theory

X. Li^*
, Z. Zhang
, X. Wu
, C. Tian

^*Corresponding author for this work

School of Mechanical Engineering

Beijing Institute of Technology

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

Rough set theory is used to treat the data of vehicle transmission system faults. The minimum fault feature vector can be obtained by calculating the importance and dependency of each attribute. Real-time diagnosis, as a result, can be actualized. Ultimate decision-making can be done by analyzing the consistency of decision information. The result shows that rough set theory is useful and possesses its unique merits in this field.

Original language	English
Pages (from-to)	204-208
Number of pages	5
Journal	Journal of Beijing Institute of Technology (English Edition)
Volume	10
Issue number	2
Publication status	Published - 2001

Keywords

Fault diagnosis
Rough set
Transmission system
Vehicle

Cite this

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title = "Fault diagnosis of vehicle transmission system based on rough set theory",

abstract = "Rough set theory is used to treat the data of vehicle transmission system faults. The minimum fault feature vector can be obtained by calculating the importance and dependency of each attribute. Real-time diagnosis, as a result, can be actualized. Ultimate decision-making can be done by analyzing the consistency of decision information. The result shows that rough set theory is useful and possesses its unique merits in this field.",

keywords = "Fault diagnosis, Rough set, Transmission system, Vehicle",

author = "X. Li and Z. Zhang and X. Wu and C. Tian",

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TY - JOUR

T1 - Fault diagnosis of vehicle transmission system based on rough set theory

AU - Li, X.

AU - Zhang, Z.

AU - Wu, X.

AU - Tian, C.

PY - 2001

Y1 - 2001

N2 - Rough set theory is used to treat the data of vehicle transmission system faults. The minimum fault feature vector can be obtained by calculating the importance and dependency of each attribute. Real-time diagnosis, as a result, can be actualized. Ultimate decision-making can be done by analyzing the consistency of decision information. The result shows that rough set theory is useful and possesses its unique merits in this field.

AB - Rough set theory is used to treat the data of vehicle transmission system faults. The minimum fault feature vector can be obtained by calculating the importance and dependency of each attribute. Real-time diagnosis, as a result, can be actualized. Ultimate decision-making can be done by analyzing the consistency of decision information. The result shows that rough set theory is useful and possesses its unique merits in this field.

KW - Fault diagnosis

KW - Rough set

KW - Transmission system

KW - Vehicle

UR - https://www.scopus.com/pages/publications/0034927156

M3 - Article

AN - SCOPUS:0034927156

SN - 1004-0579

VL - 10

SP - 204

EP - 208

JO - Journal of Beijing Institute of Technology (English Edition)

JF - Journal of Beijing Institute of Technology (English Edition)

IS - 2

ER -

Fault diagnosis of vehicle transmission system based on rough set theory

Abstract

Keywords

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