Research and system implementation on key technologies of energy information acquisition in rolling workshop
An loT-based energy information collection system for aluminum foil rolling workshops was proposed,taking into ac-count the workshop's process flow and energy consumption data characteristics.To address the issue of missing energy consump-tion data during the collection process,missing a data processing flow was designed,which utilized a WOA-CNN-LSTM hybrid neural network algorithm to interpolate the missing data.The system development employed technologies such as the MQTT proto-col,JAVA language,and SpringBoot framework.It achieved energy information collection during the production process,infor-mation statistics,and supervision,improved data accuracy by addressing the issue of missing data during energy collection in the rolling workshop.
rolling workshopenergy information collectionmissing dataWO ACNNLSTM
国家科技期刊平台
NSTL
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