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Blog, Data Science Alex MacGregor Blog, Data Science Alex MacGregor

Understanding Probability of Detection and Time-to-Detection: The Continuous Monitoring Advantage

For continuous monitoring, Probability of Detection (PoD) can be framed as a function of time. Detection confidence grows with each measurement window. Here we explain how controlled-release testing and time segmentation translate PoD into Time-to-Detection (TtD) and contrast that with single-pass survey methods. For operators, this provides a practical way to set expectations for how quickly a continuous system will find different-sized events and why that matters for response.

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Blog, Emission Detection & Reduction Alex MacGregor Blog, Emission Detection & Reduction Alex MacGregor

Time-Bounding Large Release Events with Continuous Monitoring

Most LDAR methods capture only a snapshot, so they miss when an event starts, when it ends, and how long it lasts. Without that timeline, it can be challenging to quantify released volume, verify repairs, or determine whether the source is constant, intermittent, or tied to specific operations. Qube’s continuous monitoring provides 24/7 data that time-bounds emission events, enabling accurate volume estimates and confident repair verification.

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Blog Ben Montgomery Blog Ben Montgomery

Using Data to Optimize Detection Device Placement

Emission rates, emission durations, and wind speeds all vary, which can impact a continuous monitoring system’s probability of detection. Qube has developed a solution that optimizes device placements to assure the highest levels of detection and value for customers.

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