Method and system for predicting life cycle of highway electromechanical equipment
A technology for highways and electromechanical equipment, which is applied in the field of medical devices, can solve the problems of restricting the development of highways, the inability to reasonably and effectively predict the operation status of equipment, and the lack of unified determination of technical methods or standard systems, etc., to achieve a clear method principle, The effect of improving management efficiency and improving operational efficiency
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Embodiment 1
[0070] Such as figure 2 As shown, the embodiment of the present invention provides a method for predicting the life cycle of expressway electromechanical equipment, and the specific implementation steps are:
[0071] 201. Collect data of expressway electromechanical equipment, classify and screen the data, and obtain basic data, maintenance data, repair data, and operation data of expressway electromechanical equipment, wherein the basic data are summarized by equipment, and the Maintenance data, repair data, and operation data are summarized by equipment on a monthly basis;
[0072] 202, perform multidimensional data fusion on the data collected and screened in step 201, multidimensional data fusion process reference image 3 As shown, the fusion uses equipment and time as labels, and the maintenance data, repair data, and operation data are fused with the basic data on a monthly basis, and the multidimensional data of expressway electromechanical integration in the form of...
Embodiment 2
[0103] Such as Figure 6 As shown, the embodiment of the present invention provides a life cycle prediction system for expressway electromechanical equipment. 601 is connected to the multidimensional data fusion module 603 through the data transmission module 602 , the multidimensional data fusion module 603 is connected to the calculation module 604 , and the calculation module 604 is connected to the intelligent display module 605 .
[0104] 601. The data acquisition module has the function of data acquisition and data screening and classification, collects data of expressway mechanical and electrical equipment, and classifies the data into basic data, maintenance data, repair data, and operation data, wherein the basic data is collected and classified according to the equipment number categories, including delivery time, installation time, and scrapping years; the maintenance data, repair data, and operation data are summarized by equipment on a monthly basis. The maintenan...
Embodiment 3
[0110] In this example, an example of equipment is provided that was shipped in January 2017, installed and used in December 2018, and has a lifespan of 5 years. The following is based on the same basic data, but calculated according to different maintenance data, repair data, and operating data. Health values are as follows:
[0111] 1) The equipment is running normally without any failure, and the fusion data of N=4 months are selected:
[0112]
[0113] According to the prediction method of the present invention, calculated by the formulas (1)-(9) in Embodiment 1, the health value of the device in January 2020 is 62.15068, if according to Figure 5 If the health value shown in the discrete interval evaluation is determined, the health status of the device is determined to be qualified;
[0114] 2) There are faults every month during the operation of the equipment, and the fusion data of N=4 months are selected:
[0115]
[0116] According to the prediction method ...
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