| CPC G05B 13/0255 (2013.01) [G05B 13/022 (2013.01); G05B 13/025 (2013.01); G05B 23/0213 (2013.01); G06Q 50/04 (2013.01)] | 12 Claims |
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1. An intellectual quality management method executable by an electronic device, comprising:
calculating required data and a parameter configuration according to audit data using a time dependent risk priority number (RPN) equation;
creating a heatmap risk interface according to the required data and the parameter configuration;
defining an intellectual audit scheduling algorithm via the heatmap risk interface to automatically generate at least one audit plan;
informing an audit unit to check an audit time and an audit team and performing an audit program corresponding to the audit plan and selecting a plurality of problem points;
performing intellectual root cause category recommendation to the questions points;
performing data cleaning and preprocessing, model training and prediction model creation to raw data of the problem points, wherein the cleaning and preprocessing comprises data labeling, Chinese-English word segmentation modeling, and quality key word bag creating, the model training comprises training model updating and ranking calculation for corrective actions (CA) and preventive actions (PA), and the prediction model creation comprises main cause prediction of quality problems and recommendation of improvable and preventive actions;
performing intellectual corrective actions and preventive action recommendations to the problem points according to the intellectual root cause category recommendation to obtain at least one optimum corrective action and at least one preventive action; and
performing corrective actions to each audit unit according to the corrective action to solve the problem points and performing prevention actions to each audit unit according to the preventive action.
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