Global MRV

Streamline Emissions Data Collection
with AI Machine Learning Systems

Performance models and predictive analyses are only as helpful as the infrastructure their built upon.

GlobalMRV provides emissions measurement, reporting, and verification data designed to integrate seamlessly with AI-enabled environments.

  • Streamlined data transmission
    Our team structures measurement protocols and data pipelines so that verified emissions data can be transmitted directly into your machine learning workflows.
  • More detailed reporting
    We focus on compatibility, data integrity, and traceability, ensuring that emissions measurements collected in the field can be systematically delivered to your internal systems without interrupting existing analytical workflows.
The Firefly 3 by GlobalMRV, a portable emissions analyzer designed to provide high-integrity data streams for AI, machine learning, and predictive analysis. The unit features integrated data pipelines and communication ports to transmit verified emissions measurements directly into internal analytical workflows.

Our Custom Machine Learning Solutions Explained

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What are the Benefits of
AI Machine Learning Integration?

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Flawless Machine Learning
Powered By Humans

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Why Choose GlobalMRV?

Our Featured AI-Enabled Products

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Firefly PEMS

Analyzes emissions in real driving environments (RDE)

Measures trace ambient pollutants. Real-time ETAS INCA integrated data available; Records temperature, humidity, barometric pressure, and traffic conditions

Firefly 3 portable emissions measurement device

Firefly3 PEMS

Revolutionizing RDE Data Acquisition

24/7 high-resolution monitoring of vehicle performance and exhaust emissions. Supplies AI-ready datasets for predictive analytics; Features cloud-connected dashboards for real-time calibration and instant feedback loops.

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Axion R/S+ PEMS

Lightweight PEMS solution for in-lab and on-road testing

Ideal for use in all kinds of vehicles including off-highway, ATV, motorcycle, and conventional light/heavy-duty road vehicles

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Axion RS+ NH3 PEMS

Lightweight PEMS solution with robust NH3 analyzer

Similar to the Axion R/S+, this iPEMS solution and emissions testing machine uses an NH3 analyzer, patented particulate matter formula, and laser light scattering technique

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Backpack

The most flexible solutions for PEMS to date

Measuring emissions from small internal combustion engines (ICEs) just got easier. Compact and reliable, our Backpack PEMS is one of the most versatile and dependable emissions monitoring tools on the market.

Ionic Particle Gauge device

Ionic Particle Gauge

A Particle Concentration Measurement Tool for Sample Analyses

The IPG's unique design ensures continuous and stable sample flow eliminating the need for frequent maintenance with long-term measurements and high-concentration environments.

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PEMS Cart

Quality PEMS solutions to handle small internal combustion engines (ICE)

Whether you’re looking for a robust solution for lawnmowers, ATVs, chainsaws, or weed whackers, our transportation-friendly PEMS Cart can handle your ICE needs.

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Sample Conditioning System

Condition exhaust samples;
better control for humidity and condensation

Protect your tools from the elements: reduce harmful humidity and condensation (for analytics tools measuring PM, PN, CO, CO2, NO, HC, and more)

Control

Temperature Control Line

Helps maintain consistent temperatures on your equipment

Ensure a consistent temperature across inclement weather — especially in below- freezing temperatures. Temperature Control Line can simplify and speed up data collection of your exhaust sample(s).

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Vibration Dampener

Reduce rugged terrain interference

Conquer rugged terrain and punishing testing environments with the most advanced PEMS, iPEMS, and mini-PEMS solutions on today’s market. With durable aluminum-reinforced frames and rubber air bladders, this PEMS product makes testing in harsh environments a breeze.

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Exhaust Sample Chiller

Sample conditioning for more accurate PM/PN readings

Get accurate PM/PN readings without the loss being absorbed into the water. Utilizing the latest chilling technology, this PEMS unit removes vapor, condensation, and humidity from small engine exhaust samples to give you quick and accurate results.

What’s Included With Our AI Machine Learning Services

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Emissions Data that Streamlines Directly to Users or Operators

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Measurement System Creation for AI Environments

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Verified Data Collection for AI Model Training

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24/7 Support By Qualified Experts

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Welcome to GlobalMRV

We help you find solutions for today’s challenges

So we can build a greener tomorrow together

A Global Presence

Our trusted partners include research and development think tanks, original equipment manufacturers, academic institutions, business enterprises, and emissions-testing facilities the world over.

Why Choose GlobalMRV?

Our Experience

Founded in 2010, we’ve helped OEMs and companies save more than $5,000,000 on traditional dynamometer and real driving emissions (RDE) testing for clients of all different industries and niches. Our partnership with Ph.D. researchers, managers, analysts, engineers, and technicians have run more than 60 different types of diagnostic testing regimes and supported over hundreds of different vehicles and engines for overall emissions reduction and calibration testing.

Our HaaS Model

With our Hardware as a Service (HaaS) model, customers may choose to purchase or rent PEMS, iPEMS, and mini-PEMS units for a fraction of the cost without losing any valuable benefits. Data privacy laws apply. To protect clients’ privacy, all insights gleaned from our PEMS units are secure and kept 100% confidential.

Size and Support

At GlobalMRV, we subscribe to a “think global, act local” mentality. When you partner with us, you’ll have the experience, knowledge, and expertise of a global network of engineers, research and development staff, analysts, and managers coupled with the attention, personalization, and customizability of a small-owned business. We’ll help you make a global impact with localized support.

Real Human Reviews About
Our Machine Learning Solutions

Over 4,000 km of emissions data collected

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”We’ve been investigating the effects of blending hydrogen with diesel on Class 8 trucks. We’re looking at how truck performance is affected with released emissions. The emissions are planned to be tested dynamically while the truck is moving and operating. We used GlobalMRV’s PEMS units, and we succeeded in collecting emission data for almost 4,000 km. Thank you, GlobalMRV.”

Muhammad, University of Alberta; Alberta Motor Transport Association

Quality products offered with stand-up customer service

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“I couldn’t be more impressed with GlobalMRV’s offerings and customer service. Jeremy and Earl have been a huge help; they patiently explained how their Firefly and Axion systems work. I have a much better understanding of the impact vehicle emissions have on the environment. I’m thrilled to continue doing business with them.”

Aaron W.

Knowledgeable staff and innovative vehicle emissions solutions

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“Thank you GlobalMRV for helping my company stay up to speed on recent environmental legislation. Your knowledge about sustainability, data management solutions, and emissions testing technology has been a game changer for our company’s core operations!”

Tom V.

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Easy to Deploy

GlobalMRV PEMS, iPEMS, and mini-PEMS units can set up in as little as 15 minutes

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Flexible and Affordable

Our Hardware as a Service (Haas) model allows you to rent PEMS, iPEMS, and mini-PEMS for a fraction of the cost

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Instant Results

Receive results instantly with our PEMS’ 24/7 monitoring capabilities

Ready to Get Started?

GlobalMRV helps institutions audit, measure, report, and certify emissions data with AI-enabled machine learning for all different research and development needs. Contact us today for a risk-free, complimentary consultation.