RedLook camera software meets EPA's 1 kg per hour methane threshold

EPA found in June 2026 that SENSIA's RedLook System, which uses computer vision and machine learning on camera video, meets the 1 kg/hr threshold for periodic methane screening.

  • Not rated society

    EPA approved the system for screening, and no leak found or emission cut in the field is reported.

Depth runs from 1, a convenience or time saved, to 5, a life or a livelihood preserved.

Status
Intended benefit.
Evidence

foundstudiedreportedclaimed

Two independent regulatory documents support the benefit.

Compared with

The 1 kg/hr threshold for periodic screening. Measured.

Without the system
1 kg/hr
With it
90% probability of detection at 0.84 kg/hr, without wind correction
The system’s part
Not isolated. EPA wrote that the system uses computer vision and machine learning algorithms, and SENSIA's method describes convolutional neural networks trained on labeled footage of emissions. Neither EPA nor SENSIA compares detection with and without the algorithms.
Limits
Not yet checked.
Costs and harms
Not yet checked.
Later
Not yet checked.

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Benefit type
Improved Task Accuracy
System
RedLook System, with the Caroline FY and Mileva cameras for optical gas imaging
Made by
SENSIA (Leganés, Madrid)
Used by
Oil and gas owners and operators at affected facilities (approved use)
Where
United States
Stage
Tested in a laboratory
Date
, when the source was published
Kind
Aggregate result
Broad benefit
Monitoring Processes, Materials, or Surroundings, Inspecting Equipment, Structures, or Materials
Collections
Scrutiny and findings, Cross-border records
Last revised
31 October 2026

Sources

  1. Regulatory document, by authors with no tie to the system.

    U.S. Environmental Protection Agency, Office of Air and Radiation. Approval letter for the SENSIA RedLook System Caroline FY as Methane Alternative Test Method MATM-017. 12 June 2026.

    Based on a review of the submitted materials, the RedLook System Caroline FY meets the periodic screening requirements for the 1 kilogram per hour (kg/hr) threshold with component-level spatial resolution. The EPA approves the solution for use by owners and operators at affected facilities for the periodic screening requirements described in 40 CFR 60.5398b(b).

  2. Regulatory document, by authors with no tie to the system.

    U.S. Environmental Protection Agency, Office of Air and Radiation. Approval letter for the SENSIA RedLook System Mileva as Methane Alternative Test Method MATM-018. 12 June 2026.

    Based on a review of the submitted materials, the RedLook System Mileva meets the periodic screening requirements for the 1 kilogram per hour (kg/hr) threshold with component-level spatial resolution.

  3. Report, by the makers.

    SENSIA. RedLook Methane Alternative Test Method - SENSIA RedLook System for Fugitive Emissions Monitoring (MATM-017), the method as approved and posted by EPA.

    This method achieved a 90% PoD of 0.48 kg/hr/m/s when corrected for wind speed (i.e. the emission rate variable was normalized for wind speed) and a 90% PoD of 0.84 kg/hr when corrections for wind speed were not made (i.e. the emission rate variable was not adjusted for wind speed).

Details

AI system

Workflow

SENSIA's cameras recorded video of the site for optical gas imaging. Algorithms for computer vision and machine learning detected emissions in the video.

Follow-up

Conditions for replication

Owners and operators must keep to the method's limits on wind speed and camera distance. Major changes to the detection algorithm must be reviewed by EPA before field use.

Entry details

Sector

Climate change mitigation / methane emissions monitoring.

Purpose

SENSIA built the RedLook System to detect methane emissions automatically in video from its cameras for optical gas imaging.

Not yet checked: model, release, provider, role, configuration, inputs and outputs, autonomy, human oversight, AI contribution, beneficiaries, reach, distribution and access, duration, every measurement question, every money question, ownership and control, dependencies, cross-border connections, geopolitical implications, replication attempts, availability, institutional decision, grounds, action and result, success criterion, every evidence question, observed or intended, alternative assessments, related entries, other identifiers, category mappings.

Cite this record

Peter H. Vartanian. (2026). RedLook camera software meets EPA's 1 kg per hour methane threshold (AIBD-0827). Artificial Intelligence Benefits Database, edition of 31 October 2026. https://petervartanian.xyz/aibd/records/AIBD-0827.html (archived at https://doi.org/10.7910/DVN/AADSII, version 4.0)

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