A method, system, and storage medium for predicting installed quantity of home appliances

Abstract

The invention relates to a method, a system and a storage medium for predicting the installed quantity of home appliances. The prediction method includes: analyzing the trend of installation volume according to the characteristic data of historical home appliance installation volume and the corresponding historical home appliance installation volume; The feature data is input into the prediction model to obtain the installed quantity of home appliances. Enterprises can prepare materials in a planned manner according to the forecast results, which can effectively avoid out-of-stock phenomena and production delays caused by insufficient material preparations, thereby reducing the waiting time for air-conditioning production; combined with the forecast results, it can reduce the safety stock and organize the supply of goods reasonably , to reduce logistics costs; by considering the controllable factors, uncontrollable factors and changes in air-conditioning installation data of the enterprise, comparing the predicted value with the real value, and analyzing the fluctuation of the installation data, so as to start the controllable factors of the enterprise in a planned and organized manner, Do positive interference.

Description

technical field [0001] The present invention relates to the field of smart home technology, in particular to a method, system and storage medium for predicting the installed quantity of home appliances. Background technique [0002] The air conditioner is the air conditioner (Air Conditioner). Refers to the equipment that uses manual means to adjust and control the temperature, humidity, cleanliness, flow rate and other parameters of the ambient air in the building / structure. It generally includes cold source / heat source equipment, cold and hot medium transmission and distribution system, terminal devices and other auxiliary equipment. It mainly includes refrigeration host, water pump, fan and pipeline system. The terminal device is responsible for using the cold and heat from the transmission and distribution to specifically deal with the air state, so that the air parameters of the target environment meet the requirements. [0003] For air-conditioning manufacturing ent...

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Problems solved by technology

[0003] For air-conditioning manufacturing enterprises, if the manufacturing volume of air-conditioning is too large, the products will be unsalable, and the unsalable products will cause a great test to the storage capacity and liquidity of the enterprise. The revenue will be reduced, and it will lead to the loss of some customers, which may eventually reduce user stickiness and lead to greater profit loss

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