Debugging method and debugging system for non-intrusive load identification algorithm

Abstract

The invention belongs to the technical field of intelligent power consumption management, and particularly relates to a debugging method and a debugging system for a non-intrusive load identification algorithm. In order to overcome the defect that troubleshooting is difficult when results are inconsistent when an existing non-intrusive power load monitoring technology is transferred from a PC system to an embedded system, the technical scheme adopted by the invention is as follows: the debugging method of the non-intrusive load recognition algorithm comprises the following steps: step 1, collecting power utilization data; step 2, obtaining a PC end identification result and obtaining an embedded end identification result; and step 3, sending the embedded end identification result back to the PC, comparing the PC end identification result with the embedded end identification result by the PC, and when the two results are inconsistent, comparing the operation processes of the two systems. The method and system have the beneficial effects that PC end load identification and embedded end load identification are carried out on the collected power consumption data, and problem points can be quickly positioned through comparison, so that the troubleshooting efficiency is improved.

Description

technical field

[0001] The invention belongs to the technical field of intelligent power consumption management, and in particular relates to a debugging method and a debugging system of a non-invasive load identification algorithm. Background technique

[0002] The non-intrusive load monitoring (NILM) system refers to the installation of monitoring equipment at the power inlet, and by monitoring the voltage, current and other signals there, the type and operation status of a single load in the load cluster can be analyzed and obtained. It only needs to install a non-intrusive device at the power inlet, which not only reduces hardware costs, but also improves user acceptance. Non-intrusive power load monitoring technology is an important part of the power management system and user energy management system, and it is also the direction for the current intelligent grid and home management to further improve. Compared with intrusive technology, non-intrusive technology has th...

Examples

Embodiment Construction

[0027] In the following, the technical solutions of the embodiments of the invention are explained and described in conjunction with the accompanying drawings of the embodiments of the invention, but the following embodiments are only preferred embodiments of the invention, not all of them. Based on the examples in the implementation manners, other examples obtained by those skilled in the art without creative efforts all belong to the protection scope of the present invention.

[0028] Example of a debugging algorithm

[0029] see figure 1 , the debugging method of a kind of non-intrusive load identification algorithm of the present invention, described debugging method comprises the following steps:

[0030] Step 1. Collect electricity consumption data and store it in the PC;

[0031] Step 2. Use the collected power consumption data as the input of the non-intrusive load recognition program on the PC side to perform load recognition, and obtain the recognition result on th...

technical field

[0001] The invention belongs to the technical field of intelligent power consumption management, and in particular relates to a debugging method and a debugging system of a non-invasive load identification algorithm. Background technique

[0002] The non-intrusive load monitoring (NILM) system refers to the installation of monitoring equipment at the power inlet, and by monitoring the voltage, current and other signals there, the type and operation status of a single load in the load cluster can be analyzed and obtained. It only needs to install a non-intrusive device at the power inlet, which not only reduces hardware costs, but also improves user acceptance. Non-intrusive power load monitoring technology is an important part of the power management system and user energy management system, and it is also the direction for the current intelligent grid and home management to further improve. Compared with intrusive technology, non-intrusive technology has th...

Examples

Embodiment Construction

[0027] In the following, the technical solutions of the embodiments of the invention are explained and described in conjunction with the accompanying drawings of the embodiments of the invention, but the following embodiments are only preferred embodiments of the invention, not all of them. Based on the examples in the implementation manners, other examples obtained by those skilled in the art without creative efforts all belong to the protection scope of the present invention.

[0028] Example of a debugging algorithm

[0029] see figure 1 , the debugging method of a kind of non-intrusive load identification algorithm of the present invention, described debugging method comprises the following steps:

[0030] Step 1. Collect electricity consumption data and store it in the PC;

[0031] Step 2. Use the collected power consumption data as the input of the non-intrusive load recognition program on the PC side to perform load recognition, and obtain the recognition result on th...

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