Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox
Various performance analyses using Interacting Multiple Model (IMM) algorithm for the stability of tracking a maneuvering target are dealt with the state error covariance. A noble way of analyzing the stability of the IMM algorithm for a linear systems with the upper and lower bounds of the error co...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Cogent OA
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/81898/ http://psasir.upm.edu.my/id/eprint/81898/1/Qualitative%20study%20of%20riccati%20difference%20equation%20on%20maneuvering%20target%20tracking%20and%20fault%20diagnosis%20of%20wind%20turbine%20gearbox.pdf |
| _version_ | 1848859194526007296 |
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| author | Sumathy, M. Kilicman, Adem Manuel, M. Maria Susai Mary, Jesintha Pham, Duc |
| author_facet | Sumathy, M. Kilicman, Adem Manuel, M. Maria Susai Mary, Jesintha Pham, Duc |
| author_sort | Sumathy, M. |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Various performance analyses using Interacting Multiple Model (IMM) algorithm for the stability of tracking a maneuvering target are dealt with the state error covariance. A noble way of analyzing the stability of the IMM algorithm for a linear systems with the upper and lower bounds of the error covariance is analyzed. For this persuasion, a two-model Interacting Multiple Model Kalman Filter (IMMKF) with constant acceleration and constant jerk model has been applied for two different case studies. One is tracking a maneuvering target, and the another is tracking a vibration of wind turbine gearbox, which helps to identify failure component in wind energy system. The required data are collected from a radar and a defected gear box of a test wind turbine, and the efficiency of IMM algorithm is analyzed by simulation experiments. |
| first_indexed | 2025-11-15T12:25:28Z |
| format | Article |
| id | upm-81898 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T12:25:28Z |
| publishDate | 2019 |
| publisher | Cogent OA |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-818982020-10-17T15:09:53Z http://psasir.upm.edu.my/id/eprint/81898/ Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox Sumathy, M. Kilicman, Adem Manuel, M. Maria Susai Mary, Jesintha Pham, Duc Various performance analyses using Interacting Multiple Model (IMM) algorithm for the stability of tracking a maneuvering target are dealt with the state error covariance. A noble way of analyzing the stability of the IMM algorithm for a linear systems with the upper and lower bounds of the error covariance is analyzed. For this persuasion, a two-model Interacting Multiple Model Kalman Filter (IMMKF) with constant acceleration and constant jerk model has been applied for two different case studies. One is tracking a maneuvering target, and the another is tracking a vibration of wind turbine gearbox, which helps to identify failure component in wind energy system. The required data are collected from a radar and a defected gear box of a test wind turbine, and the efficiency of IMM algorithm is analyzed by simulation experiments. Cogent OA 2019 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/81898/1/Qualitative%20study%20of%20riccati%20difference%20equation%20on%20maneuvering%20target%20tracking%20and%20fault%20diagnosis%20of%20wind%20turbine%20gearbox.pdf Sumathy, M. and Kilicman, Adem and Manuel, M. Maria Susai and Mary, Jesintha and Pham, Duc (2019) Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox. Cogent Engineering, 6 (1). ISSN 2331-1916 https://www.tandfonline.com/doi/full/10.1080/23311916.2019.162142309 10.1080/23311916.2019.1621423 |
| spellingShingle | Sumathy, M. Kilicman, Adem Manuel, M. Maria Susai Mary, Jesintha Pham, Duc Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| title | Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| title_full | Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| title_fullStr | Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| title_full_unstemmed | Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| title_short | Qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| title_sort | qualitative study of riccati difference equation on maneuvering target tracking and fault diagnosis of wind turbine gearbox |
| url | http://psasir.upm.edu.my/id/eprint/81898/ http://psasir.upm.edu.my/id/eprint/81898/ http://psasir.upm.edu.my/id/eprint/81898/ http://psasir.upm.edu.my/id/eprint/81898/1/Qualitative%20study%20of%20riccati%20difference%20equation%20on%20maneuvering%20target%20tracking%20and%20fault%20diagnosis%20of%20wind%20turbine%20gearbox.pdf |