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Telemetry alarm detection for YPF-Gas: fraud, overfilling and operational failures
solution
data analytics
forecasting
industry
oil&gas
technology
big-data
dashboard
data-science
tags
Based on the data collected daily by the rangefinders, a prediction and detection algorithm was developed that allows obtaining the following information:
01
Fraud survey: it detects situations where LPG is being added to a tank without a prior order.
02
Overfill survey: it detects situations where LPG is loaded above the maximum limits.
03
Alarms: rangefinders that do not transmit a signal, rangefinders that are stuck, erratic movements, or errors specific to telemetry providers.
