smart leak detection methane (sled/m) - us epa · 2019. 12. 2. · - smart methane leak detection...

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SMART LEAK DETECTION – METHANE (SLED/M) Heath Spidle Engineer Southwest Research Institute

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Page 1: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

SMART LEAK DETECTION – METHANE (SLED/M)

Heath Spidle Engineer

Southwest Research Institute

Page 2: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

How is SLED/M™ Different? Remote Sensing + Artificial Intelligence

• State-of-the-art mid-wave infrared (MWIR) camera (COTS)

• Expands on the limitations of existing methane sensors – Machine learning-based detection

algorithms to autonomously and reliably (low false alarm rates) detect methane

• Powerful deep learning algorithms (AI) for reliable plume identification – No human in the loop – Reliable false positive rejection

• Can be used for surveillance and ROW intrusion detection – Objective detection – Vehicle detection

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Page 3: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

CanYou Spot the Methane?

OGI Camera Video SLED/M™ Processed Video Can You Spot the Methane? Methane Highlighted in Red

Methane Released Here

Patent Pending

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Page 4: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

Spotting Methane Emissions With SLED/M™

OGI Camera Video SLED/M™ Processed Video Can You Spot the Methane? Methane Highlighted in Red

Patent Pending

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Page 5: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

SLED/M™ - Smart Methane LEak Detection System

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Page 6: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

SLED/M™ - Smart Methane LEak Detection System

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Page 7: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

SLED/M™ Operates at the Edge

• SLED/M™ detects gases in less than 2 seconds at the edge

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Page 8: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

Combating Sources of False Positives SLED/M™

People Motion Dust

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Patent Pending

Page 9: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

Drone-based Operations

Page 10: Smart Leak Detection Methane (Sled/M) - US EPA · 2019. 12. 2. · - Smart Methane LEak Detection System . 6. SLED/M™ Operates at the Edge • SLED/M™ detects gases in less than

Questions?

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