Method and device for detecting stolen gas of boiler gas user based on data driving
A data-driven, data-based technology, applied in the computer field, can solve the problems of untimely data update, untimely and comprehensive reflection of user gas consumption indicators, large workload, etc., so as to improve inspection efficiency, timely and comprehensive gas consumption detection, The effect of reducing workload
Active Publication Date: 2020-12-29
BEIJING GAS GRP
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Problems solved by technology
[0005]
2) The gas consumption indicators of users cannot timely and comprehensively reflect the real situation of gas consumption of users: the time granularity of the system and manual ledger data used for extracting indicators is relatively coarse (annual or monthly), and the data update is not timely
[0006]
3) The lack of pertinence of the user groups to be checked leads to a large workload: all gas-consuming units and business supervisory units within the jurisdiction are subject to a network-style on-site audit, which is a lot of work but has little effect
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[0027] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.
[0028] figure 1 It shows the flow chart of the data-driven boiler gas user stealing gas detection method provided by the embodiment of the present invention, see figure 1 According to the embodiment of the present invention, the data-driven method for detecting gas theft by boiler gas users includes:
[0029] S1. Obtain the original gas consumption data, preprocess the original gas consumption data, and obtain the data to be detec...
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The invention provides a boiler gas user stolen gas detection method and device based on data driving, and the method comprises the steps: obtaining original gas data, carrying out the preprocessing of the original gas data, and obtaining to-be-detected data; detecting the to-be-detected data by utilizing a normal gas detection algorithm based on temperature deformation analysis to obtain a normalboiler room without abnormal common gas behaviors; obtaining different types of characteristics of the multi-source data, inputting the characteristics of the normal gas boiler room without the abnormal common gas behaviors into the OCSVM model, and obtaining prediction results, wherein the different types of characteristics include boiler room attribute characteristics, gas statistical characteristics and temperature and gas characteristics, and the prediction results include the normal boiler room and the stolen gas boiler room.
Description
technical field [0001] The invention relates to the field of computer technology, in particular to a data-driven method and device for detecting gas theft by boiler gas users. Background technique [0002] The theft of gas by gas users is very common, and the theft of gas by heating users (boiler rooms) in winter is particularly serious. In the process of using gas, the customers of the boiler room steal the gas by destroying the metering equipment and bypassing the connection for the purpose of reducing the metered gas volume and paying the gas fee. This behavior not only caused huge economic losses to the gas supply company, but also brought a series of gas safety hazards and social problems. Timely and effective crackdown on gas theft can not only reduce the economic losses of gas companies, thereby effectively ensuring the safety of state-owned assets, but also reduce safety problems caused by irregular gas use. [0003] The existing methods for detecting abnormal gas ...
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IPC IPC(8): G06Q10/06G06Q10/10G06N20/10G06Q50/06
CPCG06Q10/063114G06Q10/103G06N20/10G06Q50/06
Inventor 王广清张耀辉张大兵赵新磊金洁羽
Owner BEIJING GAS GRP