News —
Accurate fuel data at sea shouldn’t require hardware
For decades, fuel measurement in shipping has followed the same logic: If you want to understand fuel consumption, you need to measure it physically. That means installing hardware in the fuel line. Mass flow meters and pipe modifications have been treated as a necessary step. But what if that assumption is wrong?
The cost of installing physical mass flow meters on vessels
Installing equipment in the fuel line isn’t just a technical decision. It’s an operational one, a financial one, and often – a limiting one. Because once you commit to hardware-based measurement, you also commit to:
Upfront cost of mass flow meters
When installing physical mass flow meters, the upfront hardware cost is often the most visible factor – typically reaching up to €50,000 per installation. But the real cost goes far beyond the equipment itself.
Pipe modifications and vessel downtime
Installation requires vessels to be taken out of operation. For ships running on tight schedules, even a few days of downtime can translate into significant revenue loss. And the costs don’t stop once the system is in place.
Maintenance and calibration requirements
Ongoing maintenance is another critical factor. To remain compliant with reporting frameworks (such as IMO regulations), meters must be calibrated regularly. This means recurring service costs, as well as the risk of additional expenses if components fail and need replacement.
System integration and operational impact
Then there’s integration. Not all fuel meters connect seamlessly with onboard systems, leaving operators to bridge the gap – or invest in entirely new ones. Depending on the vessel’s digital maturity, this can take anywhere from a week to months, escalating into a full-scale implementation project.
Taken together, these factors reveal a broader reality: The cost of installing physical mass flow meters isn’t just about hardware – it’s about downtime, maintenance, integration, and long-term operational commitment. And when applied across multiple vessels, this quickly becomes a major investment.

Why the maritime industry adopted mass flow meters
So why has this approach persisted? Because for a long time, there was no alternative. For decades, bunker data was the industry standard. It provided a baseline, but little insight into what actually happened during a voyage.
Then came physical mass flow meters in the late 20th century. For the first time, operators could access fuel data with a reasonable level of accuracy. And so the trade-off was accepted: High cost and effort in exchange for better visibility.
But that trade-off no longer holds.
The problem with measuring in the fuel line
Even when installed successfully, physical mass flow meters have limitations. They capture flow, but not always context. They tell you how much fuel is moving, but not necessarily why. They require calibration, but can drift over time. And while they’re designed for high accuracy, that accuracy depends on stable conditions – something operations at sea rarely guarantee.
Because physical volumetric flow meters measure fuel in volume, their readings are inherently influenced by factors such as fuel type and temperature. As conditions change, so does the density – the relationship between volume and mass – leading to potential deviations over time.
And perhaps most importantly: physical flow meters make scaling difficult. They must be fitted on every fuel line on board. On multi-engine vessels, this quickly becomes a complex setup involving multiple meters. Each vessel becomes its own installation project, and each rollout requires planning, resources, and risk management – which is why many fleets never achieve full coverage.
A different way to measure fuel consumption at sea
Today, fuel consumption at sea no longer needs to be measured directly in the fuel line to be understood accurately. By using existing engine data, it’s possible to model fuel flow digitally – creating a virtual representation of how fuel is consumed in real operating conditions. No intrusion, no pipe modifications, no added hardware. Just data, already available onboard – used in a smarter way.
From hardware-based dependency to data-driven inisghts
CetaFuel is built on this principle. Instead of measuring fuel in the fuel line, it creates a digital twin of the vessel’s engine. By analyzing engine signals and operational data, it generates accurate, real-time fuel consumption insights – without touching the fuel system.
The result:
- High-accuracy fuel data
- No fuel line installation
- No downtime or disruption
- True fleet-wide scalability
- Up to 90% lower CAPEX
Rethinking what’s “necessary” in fuel measurement
For years, the industry has treated fuel line installation as unavoidable. But when you remove that constraint, new possibilities emerge: Lower investment thresholds, faster implementation, and fleet-wide scalability.
And a simpler question: If you can get accurate fuel data without touching the fuel line – why would you?