System and Method for Reducing Power Peak Using Demand Power Forecast

摘要

An air compressor cleaning time prediction system according to an aspect of the present invention, which can predict a cleaning time of an air compressor using a performance deterioration table of an air compressor calculated based on at least one of an air compressor performance factor and external air conditions, is a predetermined period of time. An efficiency prediction model generator for mechanically learning air compressor efficiency data obtained according to changes in at least one of external air conditions and air compressor performance factors to generate an air compressor efficiency prediction model; A compressor performance deterioration table calculator which calculates a compressor performance deterioration table, which is a difference between a predicted efficiency value generated by the air compressor efficiency prediction model and an actual efficiency value of the air compressor, for each operating time of the air compressor; A compressor performance degradation table prediction unit for predicting a compressor performance degradation table after the current time using the compressor performance degradation tables calculated for each operating time; And a cleaning date setting unit configured to set a time point when the compressor performance degradation table predicted by the compressor performance degradation table prediction unit becomes a threshold value or more as a cleaning date of the air compressor.