autonomous leak detection algorithm autonomous leak detection

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Standards Certification Education & Training Publishing Conferences & Exhibits Technical and Commercial Feasibility of the Third Generation LDAR (LDAR3) Technology Presented at 14 th ISA LDAR Symposium New Orleans, Louisiana May, 2014

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Page 1: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Standards

Certification

Education & Training

Publishing

Conferences & Exhibits

Technical and Commercial Feasibility of the Third Generation LDAR (LDAR3) TechnologyPresented at 14th ISA LDAR Symposium

New Orleans, LouisianaMay, 2014

Page 2: Autonomous Leak Detection Algorithm Autonomous Leak Detection

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Presenter: Jonathan MorrisCTO, Providence Photonics

• BS in Computer Science and Electrical Engineering from Louisiana State University.

• Multiple patents in the field of autonomous gas leak detection using IR imagery.

• CTO at Providence Photonics

Page 3: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Background

• Traditional LDAR– EPA Method 21– Expensive and labor intensive

– $250,000 - $1,000,000 per year per facility (depending on component count)

– Certain components are not covered– Complicated program and tedious field work

• Smart LDAR– Optical gas imaging (IR cameras)– Lower cost – EPA promulgated Alternative Work Practice (AWP) rule in Dec.

2008– Adoption of AWP is severely limited because the AWP rule requires

Method 21 once every 3 quarters

Page 4: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Background

• Next generation – LDAR3– Proposed by Providence in 2006– Unattended IR cameras with computer vision algorithm

capable of recognizing plume– Fugitive emissions from leaks are a function of detection

limit and frequency of inspections– Increased monitoring frequency allows early leak

detection, resulting in equal or better environmental performance even at a higher leak definition

– Coverage for non-traditional LDAR components

Page 5: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Background

• A technical analysis – Monte Carlo Simulation

Page 6: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Enabling Technology

• Advancements in optical gas imaging have made LDAR3 feasible– Autonomous leak detection algorithms – The core

enabler– ExxonMobil/Providence InteliRedTM

– Other enabling/enhancing techniques:– Industrial enclosures for continuous operation in harsh

environments– Higher resolution imagers– Better optics, continuous zoom, longer focal lengths– Extended lifetime coolers– Remote camera/gimbal/lens control

Page 7: Autonomous Leak Detection Algorithm Autonomous Leak Detection

• IntelliRedTM jointly developed by ExxonMobil and Providence

• Autonomous remote gas plume detection• Computer vision algorithm applied to infrared (IR)

video for continuous surveillance• Industrial alarming interface (Modbus/TCP)• Real-time streaming video enhancement• The core enabling technology for LDAR3

Autonomous Leak Detection Algorithm

Page 8: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Autonomous Leak Detection Algorithm

• Autonomous detection of 2.5 lb/hr Propane leak at 260 feet

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Autonomous Detection Algorithm

• Autonomous detection of 1.25 lb/hr Propane leak at 220 feet

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Autonomous Detection Algorithm

• Autonomous detection of large Natural Gas plume at 1200 feet

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Field Testing InteliRedTM with Point Detectors

• Point detector range: 0-100 % Lower Explosion Limit (LEL)

• 2 lb/hour propane leak

• 18 inches from point source detector

• 60 feet from Camera

Page 12: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Field Testing InteliRedTM with Point Detectors

Page 13: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Field Testing InteliRedTM with Point and Path Hydrocarbon Detectors

• Open Path Infrared detector – Response: 0-5 LEL-m

• Infrared Combustible Gas Detector– Response: 0-100% LEL

• LSU Fireman Training Facility – Marine container prop

• Two leak points, each 4 lb/hour• Camera located 215 feet from leak source• Winds calm and variable• Temperature 85F, early afternoon

Page 14: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Field Testing InteliRedTM with Point and Path Hydrocarbon Detectors

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Field Testing InteliRedTM with Point and Path Hydrocarbon Detectors

• No response from open path detector

• Achieved 5% LEL from point detector (1050 ppm)

Page 16: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Industrial Enclosures

• Purged gimbal and camera enclosure• Vortex cooler• Remote pressure switch• Co-located visible camera• Full 360 degree pan capability• Tested to 60C ambient temperature• Single Ethernet port• ATEX certification

– EX II 2G Exp IIA T3– Zones 1 or 2

• Class 1/Div 2 Groups B,C,D

Page 17: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Advanced Imagers and Optics

• High resolution imager (640 x 512)• Continuous zoom lens (25mm to 100mm)• Optical doubler (50mm to 200mm)• Remote zoom and focus• Remote camera control• Extended life coolers

Page 18: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Extreme Industrial Applications

• Temperature extremes– Prudhoe Bay, Alaska (down to -50C)– Doha, Qatar (up to 60C)

• Industrial settings– ATEX/Class 1 – Industrial interface (Modbus TCP)

Page 19: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Comparison with Smart LDAR

Smart LDAR• Conditions at the time of

inspection may hinder detection of a leak – missed detection for 4-6 months on bi-monthly or quarterly schedule

• Periodical inspection – a leak may be undetected for 2-3 months

• Manual inspection, high operating cost, prone to errors

LDAR3• Continuous detection – a

missed detection in one moment will be detected in a later moment when the conditions become favorable

• Continuous detection – leak detected in near real time

• Higher initial capital cost; much less operating cost

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Page 20: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Summary/Conclusions

• Advancements in technology make LDAR3 technically feasible

• The InteliRedTM technology is now commercially available

• Cost savings vs. Method 21 and Smart LDAR make LDAR3 economically feasible

• For environmental compliance, changes in regulations will be required – ideally incorporated in the Uniform Standard

• For non-regulatory applications (e.g., process safety, proactive leak reduction for better LDAR results), the InteliRedTM technology is ready NOW

Page 21: Autonomous Leak Detection Algorithm Autonomous Leak Detection

Technical and Commercial Feasibility of the Third Generation LDAR (LDAR3) Technology Page 21

Jonathan MorrisProvidence Photonics, LLC

Baton Rouge, Louisiana

http://www.providencephotonics.com225-766-7400

Questions?