Analytical redundancy for sensor fault isolation and accommodation in public transportation vehicles

被引:18
作者
Capriglione, D [1 ]
Liguori, C
Pietrosanto, A
机构
[1] Univ Cassino, DAEIMI, I-03043 Cassino, FR, Italy
[2] Univ Salerno, DIIIE, I-84084 Fisciano, SA, Italy
关键词
automotive systems; fault detection; fault diagnosis; instrument fault detection; isolation; and accommodation (IFDIA); sensor accommodation;
D O I
10.1109/TIM.2004.830557
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The paper discusses an instrument fault detection, isolation, and accommodation procedure for public transportation vehicles. After a brief introduction to the topic, the rule set implementing the procedure with reference to the kinds of sensors usually installed on public transportation vehicles is widely discussed. Particular attention is paid to the description of the rules aimed at allowing the vehicle to continue working regularly even after a sensor fault develops. Finally, both the estimated diagnostic and dynamic performances in the off-line processing of the data acquired in several drive tests are then analyzed and commented upon.
引用
收藏
页码:993 / 999
页数:7
相关论文
共 19 条
[1]   A NEURAL-NETWORK APPROACH TO INSTRUMENT FAULT-DETECTION AND ISOLATION [J].
BERNIERI, A ;
BETTA, G ;
PIETROSANTO, A ;
SANSONE, C .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1995, 44 (03) :747-750
[2]  
BETTA B, 2000, P 15 IMEKO WORLD C, V6, P147
[3]   Instrument fault detection and isolation: State of the art and new research trends [J].
Betta, G ;
Pietrosanto, A .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2000, 49 (01) :100-107
[4]   Design of automatic measurement stations with fault accommodation capabilities [J].
Betta, G ;
Liguori, C ;
Pietrosanto, A .
MEASUREMENT, 2001, 30 (02) :129-138
[5]   An advanced neural-network-based instrument fault detection and isolation scheme [J].
Betta, G ;
Liguori, C ;
Pietrosanto, A .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1998, 47 (02) :507-512
[6]   Comparison between IFDI schemes based on expert systems and neural networks [J].
Betta, G ;
Liguori, C ;
Pietrosanto, A .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1998, 47 (05) :1106-1111
[7]   A KNOWLEDGE-BASED APPROACH TO INSTRUMENT FAULT-DETECTION AND ISOLATION [J].
BETTA, G ;
DAPUZZO, M ;
PIETROSANTO, A .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1995, 44 (06) :1009-1016
[8]  
Capriglione D, 2002, IEEE IMTC P, P1711, DOI 10.1109/IMTC.2002.1007218
[9]   DIAGNOSIS OF MULTIPLE SENSOR AND ACTUATOR FAILURES IN AUTOMOTIVE ENGINES [J].
HSU, PL ;
LIN, KL ;
SHEN, LC .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1995, 44 (04) :779-789
[10]  
JESTY PH, 1998, FRAMEWORK 4 TRANSPOR