Method and Apparatus for Optimizing Control Parameters

An electronic device comprising:

• a processor;
• and
• a memory storing a computer-readable instructions;
• wherein the computer-readable instruction, when executed by the processor, cause the processor to:
• generate a group of initial control parameters within a preset range to obtain at least one group of current control parameters;
• determine whether a number of updates in an updating module has exceeded preset threshold, wherein the number of updates represents a total number of times that the current control parameters have been changed;
• change the group of current control parameters when the number of updates has not reached the preset threshold and update the number of updates;
• provide the group of current control parameters, a current indoor condition value, and a future weather condition value to an energy consumption prediction model and an indoor condition prediction model;
• receive a combination including:
• future energy consumption generated by the energy consumption prediction model and a future indoor condition generated by the indoor prediction model;
• score the combination to obtain consumption cost and indoor condition cost of the combination, wherein the indoor condition cost reflects a deviation of the generated future indoor condition from a tar et indoor condition;
• calculate a comprehensive score of each combination according to the consumption cost and the indoor condition cost of each combination respectively, wherein the Comprehensive score reflects a comprehensive cost of the consumption cost and the indoor condition cost;
• and
• optimize air conditioning control parameters using the control parameters corresponding to the comprehensive score of the combination when the number of updates reaches the preset threshold.