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REAL-TIME INDUSTRIAL PLANT PRODUCTION PREDICTION AND OPERATION OPTIMIZATION
REAL-TIME INDUSTRIAL PLANT PRODUCTION PREDICTION AND OPERATION OPTIMIZATION
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机译:实时工业工厂生产预测和运营优化
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摘要
Direct measurement and simulation of real-time production rates of chemical products in complex chemical plants is complex. A predictive model developed based on machine learning algorithms using historical sensor data and production data provides accurate real-time prediction of production rates of chemical products in chemical plants. An optimization model based on machine learning algorithms using clustered historical sensor data and production data provides optimal values for controllable parameters for production maximization.
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