Motor bearing replacement request analysis system
The motor bearing replacement request parsing system uses image processing and noise detection to accurately measure the distance between the inner and outer rings of AC motor bearings, ensuring timely equipment replacement and maintaining motor performance by sending replacement requests to a cloud server when necessary.
Patent Information
- Application Number
- CN202411320271.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Priority Date
- 2024-01-05
- Filing Date
- 2024-09-23
- Publication Date
- 2024-12-10
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
Existing technologies lack a high-precision and targeted detection mechanism for the maximum distance between the inner and outer rings of AC motor bearings, making it difficult to determine the timing of equipment replacement, which affects the normal working performance of AC motors.
A motor bearing replacement request parsing system that uses an ultra-high-definition camera and image processing techniques to identify the outer and inner rings of the bearing, calculate the distance between them, and wirelessly send a replacement request to a cloud server when the distance exceeds a set limit, incorporating noise detection and image enhancement processes.
Enables precise detection of the maximum distance between the bearing rings, triggering timely equipment replacement, thereby maintaining normal motor performance by identifying and addressing excessive distances that impact operation.
Abstract
Description
Technical Field
[0001] The present invention relates to the field of AC motors, and more specifically, to a motor bearing replacement request parsing system. Background Art
[0002] AC motors generally use three-phase system, because three-phase AC motors have obvious advantages over single-phase motors in terms of performance indicators, raw material utilization and price. Three-phase motors of the same power are smaller in size, lighter in weight and cheaper in price than single-phase motors. Three-phase motors have self-starting capabilities. Single-phase motors have no starting torque, so some special measures need to be taken to solve the starting problem. The torque of single-phase motors is pulsating and the noise is relatively large, but the power supply required is relatively simple, which is very convenient to use in the home. Therefore, small household motors and instrument motors mostly use single-phase motors.
[0003] When the maximum distance between the inner and outer rings of the AC motor bearing is too large, it will affect the normal working performance of the AC motor, and the corresponding equipment replacement request will be triggered. However, the existing technology lacks a high-precision and targeted detection mechanism for the maximum distance between the inner and outer rings of the AC motor bearing, making it difficult to capture the timing of equipment replacement.
[0004] There is no corresponding solution disclosed in the prior art. Summary of the invention
[0005] The present invention provides a motor bearing replacement request parsing system, which uses each constituent pixel point of a first image block as each first pixel point, and each constituent pixel point of a second image block as each second pixel point, to obtain the number of interval pixels between two pixels in any first pixel point second pixel point combination to determine the physical distance corresponding to any first pixel point second pixel point combination, and uses the physical distance with the largest value among the physical distances corresponding to each first pixel point second pixel point combination as the longest interval distance between the outer ring of the bearing and the inner ring of the bearing, and also references a request triggering device for wirelessly connecting to a remote cloud computing server, and is used to wirelessly send a bearing replacement request including the farthest interval distance between the outer ring of the bearing and the inner ring of the bearing and the corresponding motor number of the AC motor to the remote cloud computing server when the received farthest interval distance between the outer ring of the bearing and the inner ring of the bearing is greater than or equal to a set distance limit, thereby completing the equipment replacement processing based on the farthest distance between the inner ring and the outer ring of the motor bearing affecting the normal working performance, thereby solving the technical problems in the related field.
[0006] According to a motor bearing replacement request parsing system provided by the present invention, the system comprises: A noise detection device is arranged near the motor bearing of the AC motor, and is used to detect the real-time noise of the environment where the motor bearing is located, and to send a collection trigger signal when the real-time noise obtained by the detection exceeds or is equal to a set noise threshold; An ultra-high-definition camera device is wirelessly connected to the noise detection device and is used to perform an ultra-high-definition acquisition action facing the rotating cross section of the rolling element of the motor bearing when receiving the acquisition trigger signal, so as to obtain and output a rotating scene image; A successive conversion device, connected to the ultra-high definition camera device and comprising an image receiving device, a picture enhancement device, a filtering execution device, a dynamic processing device and an image output device, for sequentially performing image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on a dynamic threshold on the received rotating scene image, so as to obtain and output a corresponding successive conversion image; A ring body recognition device, connected to the successive conversion device, is used to recognize image blocks corresponding to the outer ring of the bearing and the inner ring of the bearing from the received successive conversion images based on the grayscale imaging characteristics of the outer ring of the bearing and the inner ring of the bearing, respectively, as the first image block and the second image block; A direction acquisition device connected to the circle recognition device, used to use the constituent pixel points of the first image block as the first pixel points, and the constituent pixel points of the second image block as the second pixel points; An interval extraction device is connected to the direction acquisition device, and is used to obtain the number of interval pixels between two pixels in any combination of the first pixel point and the second pixel point to determine the physical distance corresponding to any combination of the first pixel point and the second pixel point, and output the physical distance with the largest value among the physical distances corresponding to each combination of the first pixel point and the second pixel point as the farthest interval distance between the outer ring and the inner ring of the bearing; a request triggering device, connected to the interval extraction device and connected to a remote cloud computing server at the same time, for wirelessly sending a bearing replacement request including the farthest interval between the outer ring of the bearing and the inner ring of the bearing and the motor number corresponding to the AC motor to the remote cloud computing server when the received farthest interval between the outer ring of the bearing and the inner ring of the bearing is greater than or equal to a set distance limit; Among them, the request triggering device is also used to temporarily suspend the wireless sending of a bearing replacement request including the maximum distance between the outer ring of the bearing and the inner ring of the bearing and the corresponding motor number of the AC motor to a remote cloud computing server when the received maximum distance between the outer ring of the bearing and the inner ring of the bearing is less than the set distance limit. DETAILED DESCRIPTION
[0007] The implementation scheme of the motor bearing replacement request analysis system of the present invention will be described in detail below.
[0008] First embodiment
[0009] According to a first embodiment of the present invention, a motor bearing replacement request parsing system is shown, the system comprising: A noise detection device is arranged near the motor bearing of the AC motor, and is used to detect the real-time noise of the environment where the motor bearing is located, and to send a collection trigger signal when the real-time noise obtained by the detection exceeds or is equal to a set noise threshold; For example, the noise detection device is arranged near the motor bearing of the AC motor, and is used to detect the real-time noise of the environment where the motor bearing is located, and when the real-time noise obtained by the detection exceeds or equals to the set noise threshold, the acquisition trigger signal is issued, including: the noise detection device has a built-in audio sensor, which is used to sense the real-time noise of the environment where the motor bearing of the AC motor is located; An ultra-high-definition camera device is wirelessly connected to the noise detection device and is used to perform an ultra-high-definition acquisition action facing the rotating cross section of the rolling element of the motor bearing when receiving the acquisition trigger signal, so as to obtain and output a rotating scene image; A successive conversion device, connected to the ultra-high definition camera device and comprising an image receiving device, a picture enhancement device, a filtering execution device, a dynamic processing device and an image output device, for sequentially performing image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on a dynamic threshold on the received rotating scene image, so as to obtain and output a corresponding successive conversion image; A ring body recognition device, connected to the successive conversion device, is used to recognize image blocks corresponding to the outer ring of the bearing and the inner ring of the bearing from the received successive conversion images based on the grayscale imaging characteristics of the outer ring of the bearing and the inner ring of the bearing, respectively, as the first image block and the second image block; A direction acquisition device connected to the circle recognition device, used to use the constituent pixel points of the first image block as the first pixel points, and the constituent pixel points of the second image block as the second pixel points; An interval extraction device is connected to the direction acquisition device, and is used to obtain the number of interval pixels between two pixels in any combination of the first pixel point and the second pixel point to determine the physical distance corresponding to any combination of the first pixel point and the second pixel point, and output the physical distance with the largest value among the physical distances corresponding to each combination of the first pixel point and the second pixel point as the farthest interval distance between the outer ring and the inner ring of the bearing; a request triggering device, connected to the interval extraction device and connected to a remote cloud computing server at the same time, for wirelessly sending a bearing replacement request including the farthest interval between the outer ring of the bearing and the inner ring of the bearing and the motor number corresponding to the AC motor to the remote cloud computing server when the received farthest interval between the outer ring of the bearing and the inner ring of the bearing is greater than or equal to a set distance limit; The request triggering device is further used to temporarily suspend wirelessly sending a bearing replacement request including the farthest distance between the outer ring of the bearing and the inner ring of the bearing and the motor number corresponding to the AC motor to the remote cloud computing server when the farthest distance between the outer ring of the bearing and the inner ring of the bearing received is less than the set distance limit; Wherein, the noise detection device is also used to send out a collection termination signal when the real-time noise detected is less than the set noise threshold; Wherein, the ultra-high definition camera device is also used to terminate the ultra-high definition acquisition action performed on the rotating cross section of the rolling element facing the motor bearing when receiving the acquisition termination signal; The noise detection device is arranged near the motor bearing of the AC motor, and is used to detect the real-time noise of the environment where the motor bearing is located, and when the real-time noise obtained by the detection exceeds or is equal to the set noise threshold, send out a collection trigger signal, including: the noise detection device has a built-in register unit, which is used to pre-store the set noise threshold; Among them, the successive conversion device is connected to the ultra-high-definition camera device and includes an image receiving device, a picture enhancement device, a filtering execution device, a dynamic processing device and an image output device, which is used to sequentially perform image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on a dynamic threshold on the received rotating scene image to obtain and output the corresponding successive conversion image, including: the picture enhancement device is used to perform image SVD enhancement processing on the received image data.
[0010] Second embodiment
[0011] A second embodiment of the present invention shows a motor bearing replacement request parsing system.
[0012] Different from the first embodiment, the motor bearing replacement request parsing system in the second embodiment may further include the following components: A positioning server device, connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, respectively, for providing the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device with respective current instant positioning data; The positioning server is respectively connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, and is used to provide the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device with their respective current real-time positioning data, including: the positioning server includes a plurality of positioning service units, which are respectively connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device to complete the respective supply of the current real-time positioning data of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device; Wherein, the positioning server device includes a plurality of positioning service units, which are used to connect with the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively, so as to complete the supply of the current instant positioning data of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively, including: the plurality of positioning service units are a plurality of positioning sensors, which are used to connect with the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively, so as to complete the supply of the current instant positioning data of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively; The plurality of positioning service units are a plurality of positioning sensors, which are used to be connected to the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively, so as to complete the supply of the current instant positioning data of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively, including: the structures of the plurality of positioning service units are the same; Among them, the multiple positioning service units are multiple positioning sensors, which are used to respectively connect with the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device to complete the separate supply of current real-time positioning data of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, and also include: the multiple positioning sensors have the same positioning range.
[0013] Third embodiment
[0014] A third embodiment of the present invention shows a motor bearing replacement request parsing system.
[0015] Different from the first embodiment, the motor bearing replacement request parsing system in the third embodiment may further include the following components: A user control interface is connected to the plurality of positioning service units of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, respectively, and is used to synchronously control the current working mode of the positioning service units of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device; Wherein, the user control interface is respectively connected to the plurality of positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device, and is used to synchronously control the current working mode of the positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively, including: the current working mode of the positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device respectively is a sleep working mode or a running working mode; Among them, the user control interface is respectively connected to multiple positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device, and is used to synchronously control the current working mode of the positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device, including: the multiple positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device are all based on the Beidou positioning mechanism.
[0016] In addition, in the motor bearing replacement request parsing system, the successive conversion device is connected to the ultra-high definition camera device and includes an image receiving device, a picture enhancement device, a filter execution device, a dynamic processing device and an image output device, and is used to sequentially perform image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on a dynamic threshold on the received rotating scene image to obtain and output the corresponding successive conversion image. The device also includes: the filter execution device is used to perform Gaussian white noise removal processing on the received image data; Among them, the successive conversion device is connected to the ultra-high-definition camera device and includes an image receiving device, a picture enhancement device, a filtering execution device, a dynamic processing device and an image output device, which is used to sequentially perform image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on dynamic threshold on the received rotating scene image to obtain and output the corresponding successive conversion image. It also includes: the dynamic processing device is used to perform white balance processing based on dynamic threshold on the received image data.
[0017] The technical effects of the present invention are: Technical effect 1: Based on the grayscale imaging features of the bearing outer ring and the bearing inner ring, the image blocks corresponding to the bearing outer ring and the bearing inner ring are identified from the successively converted images obtained after multiple optimization processes are completed from the imaging pictures of the rotating cross-section of the rolling element of the motor bearing, and used as the first image block and the second image block respectively; Technical effect 2: Taking each constituent pixel point of the first image block as each first pixel point, taking each constituent pixel point of the second image block as each second pixel point, obtaining the number of interval pixels between two pixel points in any first pixel point and second pixel point combination to determine the physical distance corresponding to any first pixel point and second pixel point combination, and taking the physical distance with the largest value among the physical distances corresponding to each first pixel point and second pixel point combination as the longest interval distance between the outer ring of the bearing and the inner ring of the bearing; Technical effect three: The reference request trigger device is used to wirelessly connect to a remote cloud computing server, and is used to wirelessly send a bearing replacement request including the maximum distance between the outer ring and the inner ring of the bearing and the corresponding motor number of the AC motor to the remote cloud computing server when the received maximum distance between the outer ring and the inner ring of the bearing is greater than or equal to the set distance limit, thereby completing the equipment replacement process based on the fact that the maximum distance between the inner ring and the outer ring of the motor bearing is too large, affecting the normal working performance.
[0018] Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art will appreciate that various modifications and substitutions may be made thereto without departing from the spirit and scope of the invention as set forth in the appended claims.
Claims
1. A motor bearing replacement request analysis system, characterized in that: The system comprises: A noise detection device is arranged near the motor bearing of the AC motor, and is used to detect the real-time noise of the environment where the motor bearing is located, and to send a collection trigger signal when the real-time noise obtained by the detection exceeds or is equal to a set noise threshold; An ultra-high-definition camera device is wirelessly connected to the noise detection device and is used to perform an ultra-high-definition acquisition action facing the rotating cross section of the rolling element of the motor bearing when receiving the acquisition trigger signal, so as to obtain and output a rotating scene image; A successive conversion device, connected to the ultra-high definition camera device and comprising an image receiving device, a picture enhancement device, a filtering execution device, a dynamic processing device and an image output device, for sequentially performing image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on a dynamic threshold on the received rotating scene image, so as to obtain and output a corresponding successive conversion image; A ring body recognition device, connected to the successive conversion device, is used to recognize image blocks corresponding to the outer ring of the bearing and the inner ring of the bearing from the received successive conversion images based on the grayscale imaging characteristics of the outer ring of the bearing and the inner ring of the bearing, respectively, as the first image block and the second image block; A direction acquisition device connected to the circle recognition device, used to use the constituent pixel points of the first image block as the first pixel points, and the constituent pixel points of the second image block as the second pixel points; An interval extraction device is connected to the direction acquisition device, and is used to obtain the number of interval pixels between two pixels in any combination of the first pixel point and the second pixel point to determine the physical distance corresponding to any combination of the first pixel point and the second pixel point, and output the physical distance with the largest value among the physical distances corresponding to each combination of the first pixel point and the second pixel point as the farthest interval distance between the outer ring and the inner ring of the bearing; a request triggering device, connected to the interval extraction device and connected to a remote cloud computing server at the same time, for wirelessly sending a bearing replacement request including the farthest interval between the outer ring of the bearing and the inner ring of the bearing and the motor number corresponding to the AC motor to the remote cloud computing server when the received farthest interval between the outer ring of the bearing and the inner ring of the bearing is greater than or equal to a set distance limit; Among them, the request triggering device is also used to temporarily suspend the wireless sending of a bearing replacement request including the maximum distance between the outer ring of the bearing and the inner ring of the bearing and the corresponding motor number of the AC motor to a remote cloud computing server when the received maximum distance between the outer ring of the bearing and the inner ring of the bearing is less than the set distance limit.
2. The motor bearing replacement request parsing system according to claim 1, characterized in that: The noise detection device is also used to send a collection termination signal when the real-time noise detected is less than the set noise threshold; Wherein, the ultra-high definition camera device is also used to terminate the ultra-high definition acquisition action performed on the rotating cross section of the rolling element facing the motor bearing when receiving the acquisition termination signal; The noise detection device is arranged near the motor bearing of the AC motor, and is used to detect the real-time noise of the environment where the motor bearing is located, and when the real-time noise obtained by the detection exceeds or is equal to the set noise threshold, send out a collection trigger signal, including: the noise detection device has a built-in register unit, which is used to pre-store the set noise threshold; Among them, the successive conversion device is connected to the ultra-high-definition camera device and includes an image receiving device, a picture enhancement device, a filtering execution device, a dynamic processing device and an image output device, which is used to sequentially perform image SVD enhancement processing, Gaussian white noise removal processing and white balance processing based on a dynamic threshold on the received rotating scene image to obtain and output the corresponding successive conversion image, including: the picture enhancement device is used to perform image SVD enhancement processing on the received image data.
3. The motor bearing replacement request analysis system according to claim 2, characterized in that: The system further comprises: A positioning server device, connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, respectively, for providing the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device with respective current instant positioning data; Among them, the positioning server is respectively connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, and is used to provide the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device with their respective current real-time positioning data, including: the positioning server includes a plurality of positioning service units, which are respectively connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device to complete the respective supply of current real-time positioning data to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device.
4. The motor bearing replacement request parsing system according to claim 3, characterized in that: The positioning server device includes multiple positioning service units, which are used to connect with the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively to complete the separate supply of current and real-time positioning data of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively, including: the multiple positioning service units are multiple positioning sensors, which are used to connect with the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively to complete the separate supply of current and real-time positioning data of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively.
5. The motor bearing replacement request parsing system according to claim 4, characterized in that: The multiple positioning service units are multiple positioning sensors, which are used to be connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively, so as to complete the respective supply of current real-time positioning data of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, including: the structures of the multiple positioning service units are the same.
6. The motor bearing replacement request analysis system according to claim 5, characterized in that: The multiple positioning service units are multiple positioning sensors, which are used to be connected to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively, so as to complete the separate supply of current real-time positioning data to the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device respectively, and also include: the multiple positioning sensors have the same positioning range.
7. The motor bearing replacement request analysis system according to any one of claims 3 to 6, characterized in that: The system further comprises: The user control interface is respectively connected to the multiple positioning service units of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device, and is used to synchronously control the current working mode of the positioning service units of the circle recognition device, the image enhancement device, the filter execution device and the dynamic processing device.
8. The motor bearing replacement request parsing system according to claim 7, characterized in that: The user control interface is respectively connected to multiple positioning service units of the circle recognition device, the image enhancement device, the filtering execution device and the dynamic processing device, and is used to synchronously control the current working mode of the positioning service units of the circle recognition device, the image enhancement device, the filtering execution device and the dynamic processing device, including: the current working mode of the positioning service units of the circle recognition device, the image enhancement device, the filtering execution device and the dynamic processing device is a sleep working mode or a running working mode.
9. The motor bearing replacement request parsing system according to claim 7, characterized in that: The user control interface is respectively connected to the multiple positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device, and is used to synchronously control the current working mode of the positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device, including: the multiple positioning service units of the circle recognition device, the picture enhancement device, the filter execution device and the dynamic processing device are all based on the Beidou positioning mechanism.
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