US 2026/0098848 A1 · SYSTEMS AND METHODS PROVIDING ARTIFICIAL INTELLIGENCE ANALYSIS OF TOC SENSOR DATA

Abstract

Systems and methods for providing artificial intelligence analysis of total organic carbon (“TOC”) sensor data are provided. A TOC measurement device includes a fluid containing portion for holding a sample fluid and sensor(s) and an oxidation device at the fluid containing portion. A controller operates the oxidation device to cause the sample fluid at the fluid containing portion to experience differing levels of exposure to the oxidation device over a time period, receives measurements from the sensor(s) over the time period, each taken at a different time such that each of the measurements reflect a different exposure level of the sample fluid from the oxidation device, analyzes the measurements, including by applying a deterministic model, to determine an initial TOC measurement for the sample fluid, and applies an artificial intelligence module to the initial TOC measurement to determine an error compensated TOC measurement.

Claims20

Dependent claims

A system for providing artificial intelligence analysis of total organic carbon (“TOC”) sensor data, said system comprising:

a TOC measurement device comprising:
a fluid containing portion for holding a sample fluid;
one or more sensors at the fluid containing portion;
and
an oxidation device at the fluid containing portion;
and
a controller comprising one or more non-transitory electronic storage devices comprising software instructions, which when executed, configure one or more processors to:
operate the oxidation device to cause the sample fluid at the fluid containing portion to experience differing levels of exposure to the oxidation device over a time period;
receive a plurality of measurements from the one or more sensors over the time period, each taken at a different time such that each of the measurements reflect a different exposure level of the sample fluid from the oxidation device;
analyze the plurality of measurements, including by applying a deterministic model, to determine an initial TOC measurement for the sample fluid;
and
apply an artificial intelligence module to the initial TOC measurement to determine an error compensated TOC measurement.

9 more elements

A method for providing artificial intelligence analysis of total organic carbon (“TOC”) sensor data, said method comprising:

operating a TOC measurement device to cause differing exposure of a sample fluid at a fluid containing portion of the TOC measurement device from an oxidation device of the TOC measurement device over time;
receiving, at a controller, a plurality of measurements from one or more sensors of the TOC measurement device at the fluid containing portion of the TOC measurement device over time such that each of the plurality of measurements reflect a different exposure level of the sample fluid to the oxidation device;
analyzing, by way of the controller, the plurality of measurements, including by applying a deterministic model to the plurality of measurements, to determine an initial TOC measurement for the sample fluid, and by applying an artificial intelligence module to the initial TOC measurement to determine an error compensated TOC measurement.

Dependencies are inferred from the claim text.

Systems and methods providing artificial intelligence analysis of toc sensor data

Life of this patent

Systems and methods providing artificial intelligence analysis of toc sensor data

Life of this patent

Abstract

Claims20