A Hybrid Neural Network-Genetic Algorithm Technique for Aircraft Engine Performance Diagnostics

A Hybrid Neural Network-Genetic Algorithm Technique for Aircraft Engine Performance Diagnostics

Author(s):

Kobayashi,Takahisa ( QSS Group, Inc. )
Simon,Donald L. ( U.S. Army Research Laboratory Glenn Research Center )

Publication title:

AIAA paper

Title of ser.:

AIAA Paper : AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit

Ser. no.:

2001

Pub. Year:

2001

No.:

2001-3763

Paper no.:

AIAA-2001-3763

Page(from):

1

Pub. info.:

Reston, VA: American Institute of Aeronautics and Astronautics

ISSN:

01463705

Language:

English

Call no.:

A07400

Type:

Technical Paper

Details

TDL ID:	ZA00050826
Series ID:	PA00000151
Conf. info. (Name):	AIAA/ASME/SAE/ASEE Joint Propulsion Conference (JPC) & Exhibit
Conf. info. (Number):	37th
Conf. info. (Venue):	Salt Lake City, UT
Conf. info. (Date):	2001.07.08-2001.07.11
Note for article:	37th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit July 8-11, 2001/Salt Lake City, Utah

Similar Items:

1 Conference Proceedings Hybrid Kalman Filter Approach for Aircraft Engine In-Flight Diagnostics: Sensor Fault Detection Case Takahisa Kobayashi, Donald L. Simon American Society of Mechanical Engineers	7 Technical Paper Evaluation of an Enhanced Bank of Kalman Filters for In-Flight Aircraft Engine Sensor Fault Diagnostics. Kobayashi, T., Simon, D. L. American Society of Mechanical Engineers
2 Technical Paper Adaptive optimization of aircraft engine performance using neural networks Simon, Donald L., Long, Theresa W. National Aeronautics and Space Adminstration	8 Technical Paper Application of a Bank of Kalman Filters for Aircraft Engine Fault Diagnostics. Kobayashi, T., Simon, D.L. American Society of Mechanical Engineers
3 Conference Proceedings Aircraft Engine On-Line Diagnostics Through Dual-Channel Sensor Measurements: Development of an Enhanced System Takahisa Kobayashi, Donald L. Simon American Society of Mechanical Engineers	9 Conference Proceedings Integration of On-Line and Off-Line Diagnostic Algorithms for Aircraft Engine Health Management Takagusa Kobayashi, Donald L. Simon American Society of Mechanical Engineers
4 Conference Proceedings Aircraft Engine On-Line Diagnostics Through Dual-Channel Sensor Measurements: Development of a Baseline System Takahisa Kobayashi, Donald L. Simon American Society of Mechanical Engineers	10 Technical Paper Aircraft Engine On-Line Diagnostics Through Dual-Channel Sensor Measurements: Development of an Enhanced System. Kobayashi, T., Simon, D.L. American Society of Mechanical Engineers
5 Technical Paper Integration of On-Line and Off-Line Diagnostic Algorithms for Aircraft Engine Health Management. Kobayashi, T., Simon, D.L. American Society of Mechanical Engineers	11 Technical Paper Aircraft Engine On-Line Diagnostics Through Dual-Channel Sensor Measurements: Development of a Baseline System. Kobayashi, T., Simon, D.L. American Society of Mechanical Engineers
6 Technical Paper Hybrid Kalman Filter Approach for Aircraft Engine In-Flight Diagnostics: Sensor Fault Detection Case. Kobayashi, T., Simon, D.L. American Society of Mechanical Engineers	12 Conference Proceedings Application of a Constant Gain Extended Kalman Filter for In-Flight Estimation of Aircraft Engine Performance Parameters Takahisa Kobayashi, Donald L. Simon, Jonathan S. Litt American Society of Mechanical Engineers

1

2

3

4

5

6

7

8

9

10

11

12