Real-time implementation of IFDIA scheme in automotive systems

被引：15

作者：

Capriglione, Domenico ^{[1
]}

Liguori, Consolatina

Pietrosanto, Antonio

机构：

[1] Univ Cassino, Dept Automat Electromagnetism Comp Sci & Ind Math, DAEIMI, I-03043 Cassino, FR, Italy

[2] Univ Salerno, Dept Elect & Informat Engn, DIIIE, I-84084 Fisciano, SA, Italy

来源：

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | 2007年 / 56卷 / 03期

关键词：

artificial neural network (ANN); automotive engines; fault-tolerant systems; online system; sensor-fault location;

D O I：

10.1109/TIM.2007.894899

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 describes the implementation of an instrument fault detection, isolation, and accommodation (IFDIA) system developed for real-time automotive applications. The IFDIA architecture, which is based. on artificial neural networks, was used to locate and accommodate faults that could occur in the main sensors involved in managing engine operation. Numerous online tests carried out in a variety of engine operating and vehicle drive conditions have confirmed the. validity of the diagnostic procedure and its onboard applicability.

引用

页码：824 / 830

页数：7

共 15 条

[1] 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

[2] 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

[3] 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

[4] 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

[5]

BETTA G, 2000, P 15 IMEKO WORLD C V, V6, P147

[6]

BETTA G, 1995, IEEE T INSTRUM MEAS, V44, P747

[7] Analytical redundancy for sensor fault isolation and accommodation in public transportation vehicles [J].

Capriglione, D ;

Liguori, C ;

Pietrosanto, A .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2004, 53 (04) :993-999

[8] On-line sensor fault detection, isolation, and accommodation in automotive engines [J].

Capriglione, D ;

Liguori, C ;

Pianese, C ;

Pietrosanto, A .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2003, 52 (04) :1182-1189

[9]

CHEN J, 1994, PROCEEDINGS OF THE THIRD IEEE CONFERENCE ON CONTROL APPLICATIONS, VOLS 1-3, P871, DOI 10.1109/CCA.1994.381207

[10] Detection, isolation, and identification of sensor faults in nuclear power plants [J].

Dorr, R ;

Kratz, F ;

Ragot, J ;

Loisy, F ;

Germain, JL .

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1997, 5 (01) :42-60

← 1 2 →