CPC G01F 15/063 (2013.01) [G16Y 10/35 (2020.01); G16Y 20/30 (2020.01); G16Y 40/35 (2020.01)] | 20 Claims |
1. A method for correcting reading of a gas meter in smart gas, implemented by a smart gas device management platform of an Internet of Things (IoT) system for correcting the reading of the gas meter in the smart gas, the method comprising:
obtaining reading data of the gas meter, wherein the reading data includes a first reading data and a second reading data, the first reading data being historical reading data of the gas meter, the second reading data being current reading data corresponding to a current time point;
determining, based on a first reading data sequence corresponding to the first reading data, a historical flow distribution condition;
determining, based on a second reading data sequence corresponding to the second reading data, a current flow distribution condition;
determining, based on the historical flow distribution condition and the current flow distribution condition, a first confidence level of the reading data;
in response to a determination that the first confidence level is smaller than a confidence level threshold, obtaining a working condition parameter corresponding to the gas meter, wherein the working condition parameter includes a standard temperature and a standard pressure and a current temperature and a current pressure; and
determining, based on the second reading data, the standard temperature and the standard pressure, and the current temperature and the current pressure, a correction value of the second reading data through a reading data correction model, wherein the reading data correction model is a machine learning model.
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