CN-121980931-A - Electric tracing system optimization method, device, equipment and storage medium

CN121980931ACN 121980931 ACN121980931 ACN 121980931ACN-121980931-A

Abstract

The application provides an optimization method of an electric tracing system, which is used for optimizing adjustable operation parameters of the electric tracing system when the electric tracing system heats a fire water pipe, and comprises the steps of obtaining the current operation condition of the electric tracing system and the current environment information of the electric tracing system, and determining an optimization interval of the adjustable operation parameters; the optimization interval comprises more than two adjustable operation parameters with different values, the heating efficiency of the electric tracing system is predicted by combining a pre-constructed heating efficiency prediction model according to the current operation condition, the current environment information and the adjustable operation parameters with different values in the optimization interval, and the current optimal operation parameters of the electric tracing system are screened out from the optimization interval according to a prediction result. According to the application, the adjustable operation parameters of the electric tracing system are continuously optimized through the optimization interval and the prediction model, so that the operation of the electric tracing system is the current optimal operation scheme, and the electric energy consumption of the operation of the electric tracing system can be effectively reduced.

Inventors

SUN BIAOBIAO
CUI BIN
WU CHENXIA
ZHANG JIXIANG
LI YANG
XU DONGBIN

Assignees

中公华通（北京）科技发展有限公司

Dates

Publication Date: 20260505
Application Date: 20260114

Claims (10)

1. An optimization method of an electric tracing system, which is used for optimizing adjustable operation parameters of the electric tracing system when the electric tracing system heats a cancellation water pipe, comprising the following steps: Acquiring the current operation condition of an electric tracing system and the current environment information of the electric tracing system, and determining an optimization interval of the adjustable operation parameters, wherein the optimization interval comprises more than two adjustable operation parameters with different values; According to the current operation condition, the current environment information and the adjustable operation parameters with different values in the optimization interval, a pre-constructed heating efficiency prediction model is combined to predict the heating efficiency of the electric tracing system; And screening out the current optimal operation parameters of the electric tracing system from the optimal interval according to the prediction result, and controlling the electric tracing system to operate according to the optimal operation parameters.
2. The optimization method of an electric tracing system according to claim 1, wherein when the prediction of the heating efficiency of the electric tracing system is performed according to the current working condition, the current environmental information, and the adjustable operation parameters with different values in the optimization interval in combination with a pre-constructed heating efficiency prediction model, the method comprises: Sequentially obtaining adjustable operation parameters with different values from the optimization interval; and inputting the current environment information and the adjustable operation parameters with different values into the heating efficiency prediction model, wherein the heating efficiency prediction model predicts the heating efficiency corresponding to each adjustable operation parameter with different values.
3. The optimization method of an electric tracing system according to claim 1, wherein when the current optimal operation parameter of the electric tracing system is selected from the optimization interval according to the prediction result, the adjustable operation parameter corresponding to the heating efficiency being the maximum heating efficiency is used as the optimal adjustable operation parameter of the electric tracing system.
4. The method for optimizing an electric tracing system according to claim 1, wherein when said heating efficiency prediction model is constructed in advance, comprising: Acquiring historical operation parameters and environment parameters of the electric tracing system, wherein the historical operation parameters comprise historical adjustable operation parameters of the electric tracing system; Obtaining a characteristic relation between each parameter and the historical adjustable operation parameter based on the historical operation parameter and the environment parameter; And constructing the heating efficiency prediction model according to the characteristic relation.
5. The method of optimizing an electric heating system according to claim 1, wherein when controlling the electric heating system to currently operate according to the optimal adjustable operation parameters, comprising: calculating a duty ratio based on the optimal adjustable operation parameter, wherein the duty ratio is the ratio of the duration of the high level of the signal to the whole period time; And controlling the electric tracing system to operate based on the calculated duty ratio.
6. The method of optimizing an electric heating system according to claim 5, further comprising, when calculating a duty cycle based on the optimally adjustable operating parameter: Acquiring a preset fuzzy rule; And the optimal adjustable operation parameter is calculated according to the fuzzy rule to obtain the duty ratio.
7. An electric tracing system optimizing apparatus for optimizing adjustable operating parameters of the electric tracing system when the electric tracing system heats a cancellation water pipe, comprising: The data acquisition module is used for acquiring the current operation condition of the electric tracing system and the current environment information of the electric tracing system and determining an optimization interval of the adjustable operation parameters, wherein the optimization interval comprises more than two adjustable operation parameters with different values; The heating efficiency prediction module is used for predicting the heating efficiency of the electric tracing system according to the current operation condition, the current environment information and the adjustable operation parameters with different values in the optimization interval by combining a pre-constructed heating efficiency prediction model; And the optimal parameter screening module is used for screening out the current optimal operation parameters of the electric tracing band from the optimal interval according to the prediction result, and controlling the electric tracing system to operate according to the optimal operation parameters.
8. The optimization device of claim 7, wherein the optimal parameter screening module further comprises an optimal operation parameter determining module, configured to use an adjustable operation parameter corresponding to the heating efficiency being the maximum heating efficiency as an optimal adjustable operation parameter for operation of the electric tracing system.
9. An electric tracing system optimizing apparatus, comprising: A processor; A memory for storing processor-executable instructions; Wherein the processor is configured to implement the method of any one of claims 1 to 7 when executing the executable instructions.
10. A non-transitory computer readable storage medium having stored thereon computer program instructions, which when executed by a processor, implement the method of any of claims 1 to 6.

Description

Electric tracing system optimization method, device, equipment and storage medium Technical Field The application relates to the technical field of electric tracing control heating, in particular to an electric tracing system optimization method, an electric tracing system optimization device, electric tracing system optimization equipment and a storage medium. Background At present, aiming at the problem that a highway tunnel water fire-fighting pipeline is easy to freeze in winter, the traditional solution is to additionally install an electric tracing system in the tunnel water fire-fighting system so as to heat a fire-fighting water pipe through an electric heating wire, thereby avoiding the fire-fighting pipeline from icing and ensuring the normal operation of the tunnel water fire-fighting system. However, when the existing electric tracing system heats the waterproof pipe, the electric energy consumption of the operation of the electric tracing system is larger due to the fixed setting of parameters. Therefore, how to reduce the electric energy consumption of the electric tracing system when heating the tunnel water fire protection system is a problem to be solved by those skilled in the art. Disclosure of Invention In view of the above, the application provides a method, a device, equipment and a storage medium for optimizing an electric tracing system, which can reduce the electric energy consumption of the electric tracing system. According to a first aspect of the present application, there is provided a method of optimizing an electric tracing system for optimizing adjustable operating parameters of the electric tracing system when the electric tracing system heats a cancellation water pipe, comprising: Acquiring the current operation condition of an electric tracing system and the current environment information of the electric tracing system, and determining an optimization interval of the adjustable operation parameters, wherein the optimization interval comprises more than two adjustable operation parameters with different values; According to the current operation condition, the current environment information and the adjustable operation parameters with different values in the optimization interval, a pre-constructed heating efficiency prediction model is combined to predict the heating efficiency of the electric tracing system; And screening out the current optimal operation parameters of the electric tracing system from the optimal interval according to the prediction result, and controlling the electric tracing system to operate according to the optimal operation parameters. In one possible implementation manner, when the prediction of the heating efficiency of the electric tracing system is performed according to the current working condition, the current environmental information and the adjustable operation parameters with different values in the optimization interval by combining a pre-constructed heating efficiency prediction model, the method includes: Sequentially obtaining adjustable operation parameters with different values from the optimization interval; and inputting the current environment information and the adjustable operation parameters with different values into the heating efficiency prediction model, wherein the heating efficiency prediction model predicts the heating efficiency corresponding to each adjustable operation parameter with different values. In one possible implementation manner, when the current optimal operation parameter of the electric tracing system is selected from the optimization interval according to the prediction result, the adjustable operation parameter corresponding to the heating efficiency being the maximum heating efficiency is used as the optimal adjustable operation parameter of the electric tracing system. In one possible implementation, when the heating efficiency prediction model is built in advance, the method includes: Acquiring historical operation parameters and environment parameters of the electric tracing system, wherein the historical operation parameters comprise historical adjustable operation parameters of the electric tracing system; Obtaining a characteristic relation between each parameter and the historical adjustable operation parameter based on the historical operation parameter and the environment parameter; And constructing the heating efficiency prediction model according to the characteristic relation. In one possible implementation, when controlling the electric tracing system to currently operate according to the optimal adjustable operation parameter, the method includes: calculating a duty ratio based on the optimal adjustable operation parameter, wherein the duty ratio is the ratio of the duration of the high level of the signal to the whole period time; And controlling the electric tracing system to operate based on the calculated duty ratio. In one possible implementation, when the duty cycle is calculated