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公开(公告)号:US20240369441A1
公开(公告)日:2024-11-07
申请号:US18646462
申请日:2024-04-25
Applicant: General Electric Company
Inventor: Brandon S. Good , Bijan Chitsaz , Guanghua Wang , Bernard P. Bewlay , Gyeong Woo Cheon , Alberto Santamaria-Pang
Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to autonomously detect thermal anomalies. Disclosed examples include an example apparatus to detect engine anomalies comprising: at least one memory; instructions in the apparatus; and processor circuitry to execute the instructions to: control a plurality of infrared cameras to capture a baseline image set, the baseline image set including at least two thermal images; generate emissivity data based on the baseline image set; provide the baseline image set and the emissivity data to an artificial intelligence model, the artificial intelligence model to generate a reconstructed image set; determine a difference between the baseline image set and the reconstructed image set; and in response to the difference exceeding a threshold, generate an alert indicating detection of an engine anomaly.
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公开(公告)号:US11971329B2
公开(公告)日:2024-04-30
申请号:US17538717
申请日:2021-11-30
Applicant: General Electric Company
Inventor: Brandon S. Good , Bijan Chitsaz , Guanghua Wang , Bernard P. Bewlay , Gyeong Woo Cheon , Alberto Santamaria-Pang
CPC classification number: G01M3/38 , F02C7/00 , G01J5/0003 , G06T7/0002 , G06T7/90 , G08B21/182 , H04N23/90 , F05D2260/80 , G01J2005/0077 , G06T2207/10048 , G06T2207/20084
Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to autonomously detect thermal anomalies. Disclosed examples include an example apparatus to detect engine anomalies comprising: at least one memory; instructions in the apparatus; and processor circuitry to execute the instructions to: control a plurality of infrared cameras to capture a baseline image set, the baseline image set including at least two thermal images; generate emissivity data based on the baseline image set; provide the baseline image set and the emissivity data to an artificial intelligence model, the artificial intelligence model to generate a reconstructed image set; determine a difference between the baseline image set and the reconstructed image set; and in response to the difference exceeding a threshold, generate an alert indicating detection of an engine anomaly.
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公开(公告)号:US20230167750A1
公开(公告)日:2023-06-01
申请号:US17538697
申请日:2021-11-30
Applicant: General Electric Company
Inventor: Brandon S. Good , Younkoo Jeong , Guanghua Wang , Bijan Chitsaz , Gyeong Woo Cheon , Bernard P. Bewlay , Alberto Santamaria-Pang
CPC classification number: F01D21/003 , F01D25/24 , F01D25/28 , F05D2260/4031 , F05D2260/80 , F05D2270/8041 , F05D2270/62
Abstract: Improved gimbal systems, apparatus, articles of manufacture and associated methods are disclosed. Examples include a panel including a window, the window to define an aperture for a sensor; a platform to mount the sensor, the platform including a first pinion; a first stepper motor to move the first pinion about a first arched rack; a gimbal body including the first arched rack and a second pinion; and a second stepper motor to move the second pinion about a second arched rack, the second arched rack positioned orthogonally to the first arched rack.
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公开(公告)号:US20230168146A1
公开(公告)日:2023-06-01
申请号:US17538717
申请日:2021-11-30
Applicant: General Electric Company
Inventor: Brandon S. Good , Bijan Chitsaz , Guanghua Wang , Bernard P. Bewlay , Gyeong Woo Cheon , Alberto Santamaria-Pang
CPC classification number: G01M3/38 , F02C7/00 , G01J5/0003 , G06T7/0002 , G06T7/90 , G08B21/182 , H04N5/247 , F05D2260/80 , G01J2005/0077 , G06T2207/10048 , G06T2207/20084
Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to autonomously detect thermal anomalies. Disclosed examples include an example apparatus to detect engine anomalies comprising: at least one memory; instructions in the apparatus; and processor circuitry to execute the instructions to: control a plurality of infrared cameras to capture a baseline image set, the baseline image set including at least two thermal images; generate emissivity data based on the baseline image set; provide the baseline image set and the emissivity data to an artificial intelligence model, the artificial intelligence model to generate a reconstructed image set; determine a difference between the baseline image set and the reconstructed image set; and in response to the difference exceeding a threshold, generate an alert indicating detection of an engine anomaly.
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公开(公告)号:US11643943B1
公开(公告)日:2023-05-09
申请号:US17538697
申请日:2021-11-30
Applicant: General Electric Company
Inventor: Brandon S. Good , Younkoo Jeong , Guanghua Wang , Bijan Chitsaz , Gyeong Woo Cheon , Bernard P. Bewlay , Alberto Santamaria-Pang
CPC classification number: F01D21/003 , F01D25/24 , F01D25/28 , F05D2260/4031 , F05D2260/80 , F05D2270/62 , F05D2270/8041
Abstract: Improved gimbal systems, apparatus, articles of manufacture and associated methods are disclosed. Examples include a panel including a window, the window to define an aperture for a sensor; a platform to mount the sensor, the platform including a first pinion; a first stepper motor to move the first pinion about a first arched rack; a gimbal body including the first arched rack and a second pinion; and a second stepper motor to move the second pinion about a second arched rack, the second arched rack positioned orthogonally to the first arched rack.
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