Machine learning used to detect emission leaks

Machine learning and Artificial Intelligence (AI) are widely used by gas emission monitoring firms to find leaks more effectively in their infrastructure. Using satellite data, a machine learning algorithm locates leaks and emission concerns on the ground. Operators can make data-driven decisions by using the data generated by machine learning to spot trends and patterns over time. Numerous venture capital financing firms are making investments in businesses that offer LDAR solutions powered by AI, opening up new potential. For instance, in January 2019, BP, the UK-based oil and gas company, invested $5 million in start-up Belmont Technology to develop a cloud-based geoscience platform. This platform enables the interpretation of holistic information, producing valuable analysis such as the identification of disaster hotspots based on the information that is currently known and anticipated, which can be used to develop targeted strategies for addressing potential pipeline leaks and defects.

The global leak detection and repair market size is expected to grow from $14.63 billion in 2021 to $15.52 billion in 2022 at a compound annual growth rate (CAGR) of 6.1%. The leak detection and repair market share is expected to grow to $20.5 billion in 2026 at a CAGR of 7.2%.

A Rise In Oil And Gas Leakages Is A Major Driver For The Market’s Growth

An increase in the number of incidents of oil and gas leaks in pipelines and storage tanks at manufacturing facilities are among the key factors driving leak detection and repair market growth. Leakages of oil and gas typically happen at the upstream, midstream, and downstream stages. Due to the increase in global oil and gas consumption, there has been an increase in oil and gas exploration and production operations. According to the Environmental Protection Agency (EPA), 1.4% of natural gas supplied is lost due to leaks in the USA.

Honeywell International Inc. Held The Largest Share In The Market

Honeywell International Inc. was the largest competitor in the leak detection and repair market in 2021, with a 3.27% share of the market. Honeywell’s growth strategy focuses on protecting worksites and workers through the launch of new gas detectors. For instance, in October 2021, Honeywell launched the Searchline Excel Plus and Searchline Excel Edge, the next generation of open-path gas detectors, which can monitor dangerous gases even in snow, rain, fog, and other inclement weather. These new gas detectors with Bluetooth connectivity use high-powered infrared and advanced optics technology, through which the devices stay online in poor weather conditions.

The Market Is Constrained By Rising Demand For Renewable Energy

As per the leak detection and repair market forecast, growing demand for renewable energy will hinder the growth of the market in the forecast period. Global energy consumption is vast, and most of the renewable energy comes from natural sources. As a result, investments in renewable energy are rising globally to reduce carbon emissions with more affordable technologies and economies of scale, which is pulling down the demand for oil and gas, and hence impacting the market for leak detection and repair systems.

For more news updates and exclusive features, check out our latest issue here.

Media contact 

Rebecca Morpeth Spayne, 

Editor, Security Portfolio 

Tel: +44 (0) 1622 823 922

About Security Buyer

Security Buyer is the leading authority in global security content, delivering expert news, in-depth articles, exclusive interviews, and industry insights across print, digital, and event platforms. Published 10 times a year, the magazine is a trusted resource for professionals seeking updates and analysis on the latest developments in the security sector.

To submit an article, or for sponsorship opportunities, please contact our team below.

Rebecca Spayne Picture

Rebecca Spayne

Group Managing Editor

Georgina Turner Picture

Georgina Turner

Sales Manager

Afua Akoto Picture

Afua Akoto

Marketing Manager

Read the Latest Issue

September 2026 Issue - securitybuyer.com

September 2026 Issue

Related News

Altronix at GSX - securitybuyer.com

Altronix Simplifies Smarter Infrastructure at GSX 2026

Altronix is highlighting its innovative power and data solutions at GSX 2026 in booth 2833. The company is showcasing power
Commend data centre security - securitybuyer.com

Communication Becomes Critical Infrastructure

Commend has highlighted the role of integrated security communications within data centres, arguing that protecting critical
Axis critical infrastructure cyber - securitybuyer.com

Axis Targets AI-Driven Cyber Risk

Axis Communications has joined a cybersecurity initiative created by Palo Alto Networks that aims to protect connected devices
Dallmeier St Louis Airport - securitybuyer.com

STL Airport Expands 360° Surveillance

St. Louis Lambert International Airport has expanded its video surveillance infrastructure using Dallmeier Panomera multifocal
octave - securitybuyer.com

Who’s Who: Octave

Octave unifies detection, video management and incident response to deliver intelligent, enterprise-grade security across critical… 
acre security - secruitybuyer.com

Acre Opens Omnis to REST Integrations

Acre Security has released Omnis 7.5 alongside a new REST API, expanding the integration capabilities and scale of its…
Andreas Beerbaum - securitybuyer.com

Strengthening critical infrastructure security

Why situational awareness is essential amid global instability. Andreas Beerbaum, vice president of global sales..
OPTEX - securitybuyer.com

OPTEX REDSCAN Secures a Major Solar Farm

A large solar farm in Almelo, near the German border in the Netherlands, recently faced a severe challenge: a highly coordinated theft…
barox and Gallagher - securitybuyer.com

barox integration with Gallagher Security

barox Kommunikation AG has announced a new, seamless integration with Gallagher Security’s award-winning site management..
Hanwha Vision - securitybuyer.com

Hanwha Vision’s ruggedised PTZ camera range

Hanwha Vision introduces three ruggedised PTZ cameras, engineered with high performance and AI-powered intelligence for reliability.  
Scroll to Top