An integrated stove safety management system based on artificial intelligence

Abstract

The application discloses an integrated cooker safety management system based on artificial intelligence, which comprises a multi-source data acquisition module, a safety evaluation time sequence feature extraction module, an integrated cooker standby mode safety evaluation module, an integrated cooker operation mode safety evaluation module and an integrated cooker all-around intelligent management module. The application relates to the technical field of data processing, and particularly discloses an integrated cooker safety management system based on artificial intelligence. The application innovatively performs double safety evaluation on the standby mode and the operation mode of the integrated cooker, improves the comprehensiveness of integrated cooker safety management, proposes a laminated dynamic time window strategy, improves the accuracy of integrated cooker safety evaluation, introduces a cubic function exponential term based on the number of iterations and an optimal value search strategy to improve the optimization algorithm, realizes intelligent safety evaluation of the standby mode of the integrated cooker, and improves a bidirectional recurrent neural network based on a multi-hysteresis time sequence response gate strategy to realize intelligent safety evaluation of the operation mode of the integrated cooker.

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