Operation complex operation state monitoring system and method based on cross verification
A technology of operation status and cross-validation, applied in neural learning methods, time of recording/indicating events, image data processing, etc., can solve problems such as single data source and prone to errors
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Embodiment 1
[0073] A cross-validation-based operating status monitoring system for operating consortiums, such as figure 1 shown, including:
[0074] The video collection equipment is used to collect the operation video data F1 of the operation consortium.
[0075] The neural network identification device is used to identify and compress the operation video data F1 by using the operation state identification method based on the neuromorphic computing network to obtain the operation state identification data F2.
[0076] The data collection equipment is used to collect the actual measurement data F3 of the operation status of the operation consortium.
[0077] The cross-validation comparison device is used to analyze and compare the operation status identification data F2 and the actual measurement data F3 of the operation status to obtain the cross-validation comparison result of the operation status of the operation consortium.
[0078] The video acquisition device, the neural network ...
Embodiment 2
[0084] The embodiment of the present invention provides a cross-validation-based method for monitoring the operation status of an operating consortium, such as figure 2 As shown, including the following steps S1-S5:
[0085] S1. Install and arrange the video acquisition equipment and data acquisition equipment.
[0086]Install cameras, temperature sensors, noise sensors, and brightness sensors used to monitor the operation of operating consortium equipment in the workplaces of each operating consortium, and install water meter collectors, electricity meter collectors, and gas meter collectors in various water, electricity, on the gas meter; install cameras for monitoring crowd flow in each workplace and living place of the operation consortium, and install attendance machines at the gates of each workplace of the operation consortium; Install the car access control at the gate of the operating consortium.
[0087] S2. Collect the operation video data F1 of the operation con...
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