Heating prediction method and system for heat storage type electric heater, and storage medium

An electric heater and heat storage technology, which is applied in the field of heating prediction of heat storage electric heaters to achieve the effect of ensuring daily heating demand and avoiding energy waste

Active Publication Date: 2019-07-12
NORTH CHINA UNIVERSITY OF TECHNOLOGY
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Therefore, the purpose of the embodiments of the present invention is to overcome the above-mentioned defects of the prior art, and provide a warming p

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  • Heating prediction method and system for heat storage type electric heater, and storage medium
  • Heating prediction method and system for heat storage type electric heater, and storage medium
  • Heating prediction method and system for heat storage type electric heater, and storage medium

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Embodiment Construction

[0027] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below through specific embodiments in conjunction with the accompanying drawings. It should be understood that the described embodiments are some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0028] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the invention. However, those skilled in the art will appreciate that the technical solutions of the present invention may be practiced without one or...

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Abstract

The embodiment of the invention provides a heating prediction method and system for a heat storage type electric heater, and a storage medium. The method comprises the steps of collecting meteorological data of a period of time, and collecting electric heater related data of the period of time through a sensor arranged on the heat storage type electric heater; extracting feature data from the collected electric heater related data and meteorological data; estimating the next-day heating capacity by using the extracted feature data and a pre-trained heating prediction model; and setting the heat storage duration of the heat storage type electric heater according to the estimated next-day heating capacity. According to the technical scheme of the embodiment of the invention, the heating demand of the user and the heat storage duration can be effectively predicted, and the heat storage duration can be reasonably set, so that the conditions of energy waste or insufficient heating can be avoided as much as possible under the condition that the daily heating demand of the user is guaranteed.

Description

technical field [0001] The invention relates to the field of smart home, in particular to a heat consumption prediction method and system for heat storage electric heaters. Background technique [0002] The heat storage electric heater is a new type of electric heating equipment, which converts the low-cost electricity provided by the power company at night into heat energy and stores it for heating throughout the day, so as to realize the load shifting of the grid power load and save the user's heating. The effect of fees. However, during the use of existing heat storage electric heaters, users can only manually set the heat storage time at night based on experience, which often causes energy waste due to the stored heat exceeding the user's demand, or may cause a heating shortage due to insufficient stored heat question. This is an urgent problem to be solved in the current heat storage electric heater industry. Contents of the invention [0003] Therefore, the purpos...

Claims

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Application Information

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IPC IPC(8): G05B15/02F24D11/00F24D13/00F24D19/10
CPCG05B15/02F24D11/00F24D13/00F24D19/1096G05B2219/2614Y02B10/70
Inventor 王菁王子豪
Owner NORTH CHINA UNIVERSITY OF TECHNOLOGY
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