RUNNING COOLER AND SMARTER: USING FLIR TO REDUCE ENERGY WASTE IN DATA CENTERS
Three Technologies. One Blind Spot. One Solution.
The data center industry has a visibility problem. Not the kind that ends up in a board presentation or a sustainability committee agenda, but the physical kind. The kind where a compressed air leak runs undetected for eight months because nobody walked past it with the right equipment. Where a chiller seal fails imperceptibly and the refrigerant—4,000 times more potent than methane as a greenhouse gas—escapes into the atmosphere above a business park while the facility's sustainability report confidently details its renewable energy commitments. Where cooling systems work 30 percent harder than they need to because a containment gap opened up in the cable floor two years ago and nobody has looked closely enough to find it.
Cooling alone accounts for up to 40–50% of a typical data center's total energy consumption. As facilities scale to support AI, cloud, and high-performance computing workloads, that figure is not going down. What can go down—significantly, measurably, and with a documented return—is the amount of energy being wasted.
Most data centers are already well-instrumented. Temperature sensors, power meters, environmental monitoring systems, and building management platforms: the data flowing into a modern operations center is substantial. And yet, despite all of that instrumentation, three categories of energy and environmental loss consistently escape detection in facilities.
The first is thermal inefficiency: the hot spots, overcooled zones, containment gaps, and underperforming cooling units that standard temperature sensors cannot localize because they measure at points, not across areas. A sensor tells you the temperature at its location. A Flir thermal camera tells you the temperature of everything in its field of view, simultaneously, in real time, revealing the airflow imbalances, the failing seals, and the cooling mismatches that point sensors will never see.
The second is acoustic loss: the compressed air leaks, mechanical wear, and pressure inefficiencies that generate no heat signature and trigger no conventional alarm, but that nonetheless consume energy, accelerate component degradation, and compound over time into meaningful operational and environmental cost. Flir's acoustic cameras visualize the ultrasonic sound field that these issues produce, making them immediately identifiable in a wide-area scan that would take hours with conventional detection methods.
The third, and environmentally the most consequential, is gas loss. Refrigerant escaping from chiller systems and natural gas leaking from generators are entirely invisible to every conventional monitoring technology. Flir's Optical Gas Imaging cameras are the only technology that makes these losses visible as a clear, real-time gas plume on the camera display before they become a compliance issue, a cost problem, or an environmental liability that does not appear anywhere in the facility's reporting because nobody knew it was happening.
These three gaps are where the waste lives. Flir's three imaging technologies are precisely designed to close them.
Optical Gas Imaging: The Invisible Made Visible
On the rooftop, chiller systems circulate refrigerant gas through pipework that expands and contracts through thousands of thermal cycles, year after year. Metal fatigues. Seals degrade. Connections loosen. When they eventually fail, the escaping gas—a man-made compound not found in nature—inflicts an immediate climate impact, with a global warming potential roughly 4,000 times that of methane.
A parallel challenge is generators that run as primary power, an increasingly common situation as grid connection timelines extend to years in high-demand markets. Natural gas generators operating above defined thresholds are subject to EPA requirements for OGI inspections at defined intervals. These are assets that cannot be monitored effectively by any other technology: gas leaks are colorless, odorless, and entirely invisible to both the human eye and conventional sensor-based detection systems.
Flir's OGI cameras make both refrigerant and natural gas leaks immediately visible as a distinctive plume on the camera display, from a safe working distance, in conditions where every other detection method would register nothing. A survey of an entire chiller array or generator yard that might take hours with a traditional chemical sniffer is completed in minutes, with far greater confidence that nothing has been missed, and with the precise location of any leak immediately identifiable for repair.
The AIM Act in the United States mandates annual OGI inspections for chiller systems above a defined size threshold, and most data centers exceed it comfortably. But for operators who are serious about the gap between their reported environmental performance and their actual one, compliance is a floor not a ceiling. A fixed OGI monitoring program with cameras positioned permanently on chiller infrastructure, watching continuously can convert what is currently a periodic inspection into a continuous environmental intelligence program. A seal that begins to fail overnight is detected overnight, not at the next annual survey. The refrigerant is saved. The carbon impact is avoided. And the sustainability report, for once, reflects the full picture.
Common issues uncovered with Optical Gas Imaging include:
- Refrigerant leaks from chiller systems, pipework, and fittings are invisible to every other detection method and carrying a global warming potential approximately 4,000 times that of methane
- Natural gas leaks from generators and associated pipework, subject to EPA inspection requirements under defined regulatory thresholds
- Compressor and valve leaks within cooling infrastructure that reduce system efficiency and increase energy consumption without triggering any conventional alarm
- Refrigerant loss from ageing or thermally stressed pipework joints where repeated heating and cooling cycles have caused metal fatigue and seal degradation
- Fugitive emissions from cooling towers, heat exchangers, and ancillary refrigeration equipment that fall outside standard inspection programs but contribute to the facility's actual—if unreported—environmental footprint
Thermal Imaging: Seeing Where the Energy Goes
Thermal imaging gives operators a precise, visual map of how heat is moving—or failing to move—through a facility. The inefficiencies it consistently reveals are structural, common, and correctable.
Hot spots in high-density racks caused by blocked vents or uneven airflow mean equipment runs warmer than necessary while the cooling system compensates by working harder, consuming more energy to solve a problem that a targeted airflow adjustment could eliminate. Overcooled zones where cold air is applied generously to spaces that do not need it add energy cost without adding operational value. Containment gaps around cable openings, raised floor cutouts, and door frames allow cold and warm air to mix freely, undermining hot aisle and cold aisle separation and forcing cooling systems to work against themselves. CRAC and CRAH units operating outside their optimal parameters consume more energy than a well-configured equivalent—silently, consistently, and entirely avoidably.
None of these issues are flagged by standard monitoring. They do not trigger alerts. They accumulate steadily, quietly, and expensively until a Flir thermal camera reveals them, at which point the fix is typically straightforward and the energy saving immediate. Every kilowatt-hour of cooling energy eliminated is a kilowatt-hour that does not need to be generated, sourced, or offset. In a sector where energy consumption is under sustained scrutiny from investors, regulators, and the public, that is not merely an operational efficiency gain. It is a sustainability outcome.
Common efficiency issues uncovered with thermal imaging include:
- Hot spots within high-density racks caused by uneven airflow or blocked vents
- Overcooled zones where excess cooling is being applied unnecessarily
- Airflow imbalances due to poor containment or infrastructure design
- Cooling inefficiencies in Computer Room Air Conditioning (CRAC)/Computer Room Air Handling (CRAH) units and heat exchangers
- Thermal leakage around cable openings, doors, or containment gaps
Acoustic Imaging: Hearing What Sensors Miss
Heat is only part of the story. The other part is sound: specifically, the sounds that data center infrastructure makes when it is losing efficiency, at frequencies the human ear was never designed to detect.
Flir's acoustic cameras visualize the ultrasonic sound field produced by pressurized leaks and mechanical anomalies, overlaying it on a live image of the equipment so that the precise location of each problem is immediately identifiable. What previously required a slow, methodical sweep with a handheld probe—moving carefully around equipment, listening for the barely perceptible hiss of escaping gas—becomes a rapid wide-area scan that identifies issues in seconds.
The engineer who walks into a mechanical room with a Flir acoustic camera does not come out with a vague sense that something might be wrong somewhere. They come out with a list: this leak, at this location; this component, showing this wear pattern. Actionable, specific, and fixable, before the problem becomes a failure and before the waste becomes a permanent feature of the facility's carbon footprint.

Acoustic imaging enables teams to quickly locate and quantify problems such as:
- Compressed air leaks, which can waste large amounts of energy if left unaddressed
- Gas leaks in cooling systems, impacting both efficiency and environmental compliance
- Mechanical wear or friction in fans, motors, and rotating equipment
- Vacuum or pressure system inefficiencies affecting cooling performance
Because Every Watt—and Every Molecule—Tells a Story
The data center sector has set ambitious sustainability targets. Meeting them requires more than renewable energy certificates and PUE dashboards. It requires the ability to see the hot spots, hear the leaks, and visualize the gases that are currently invisible—and that together represent an environmental footprint that most facilities do not yet know they are carrying.
Flir's thermal imaging, acoustic cameras, and Optical Gas Imaging provide exactly that visibility. The technology is available now. The environmental case for deploying it has never been stronger. And the gap between the sustainability story most data centers are telling and the one their rooftops and mechanical rooms are living has never been more closeable.
The waste is there. It just needs someone to look for it.

