New Sensor Technology Could Help Cars and Planes Detect Hazardous Ice

Icy roads and freezing rain have the potential to bring travel to a screeching halt, both on the road and in the air. Ice forming on roadways, as we saw in the recent winter storm that impacted more than 20 states, accounts for roughly 20% of weather-related car accidents each year. Additionally, aircraft icing has historically been linked to a significant share of fatal crashes because it interferes with aerodynamics and critical flight systems. These issues prompted a team of researchers at the University of Michigan College of Engineering to develop a pair of sensors that detect hazardous ice and freezing rain before it becomes dangerous, offering earlier warnings for both cars and planes that could save lives.

These sensors, one laser-based and one microwave-based, work together to provide early detection of hazardous conditions that traditional systems often miss. By alerting drivers, pilots, or automated safety systems to impending freezing rain or surface ice accumulation, the technology could significantly improve travel safety in winter weather, particularly where black ice or supercooled droplets remain invisible until it’s too late.

How the Dual-Sensor System Works

The new technology integrates two complementary detectors that sense ice through different physical principles. One of the ice detection sensors is installed flush against a surface, such as the skin of an aircraft or the outside of an automobile. These sensors use microwaves to detect the presence of water or ice. Changes in the microwave signal’s frequency reveal whether a surface is wet, icy, or dry, offering a real-time alert of dangerous buildup that otherwise might go unnoticed until visibility is impaired or performance is compromised.

The second sensor relies on infrared lasers to scan the environment ahead, identifying freezing rain, ice, and supercooled water droplets. By comparing the return signals from different laser wavelengths, the system can distinguish between ice particles and liquid droplets chilled below freezing. This distinction is crucial since liquid drops are the primary cause of rapid icing on both roadways and aircraft surfaces.

How This Impacts Aviation Safety

Icing remains one of the most persistent hazards in the world of aviation. Even small amounts of ice accumulation can disrupt airflow over wings, affect engine performance, and interfere with onboard sensors that pilots rely on for accurate speed and altitude readings. Historically, undetected icing conditions have contributed to multiple fatal accidents involving smaller aircraft and commercial planes.

Current aircraft rely on probes protruding into the airflow or on seasonal maintenance procedures to manage ice, but these techniques have limitations. These limitations become even more pronounced in freezing rain or supercooled large droplet conditions. A sensor installed directly on the surface of the plane that scans weather patterns ahead could give pilots actionable lead time, allowing avoidance of hazardous conditions or precise activation of de-icing systems before ice accumulation reaches critical levels.

Extending Ice Detection to Everyday Road Travel

In January 2026, Winter Storm Fern wreaked havoc on America’s roadways, stretching thousands of miles across the nation. Black ice, thin layers of transparent ice that form when rain hits a sub-freezing surface, can be virtually invisible to drivers, yet it drastically reduces tire traction. Traditional warning systems provide only broad, regional warnings that leave drivers without real-time information about road conditions directly ahead.

If adapted for cars and trucks, the laser-based detection system could warn drivers of hazardous patches before they encounter them. The team in Ann Arbor says that these warnings could be delivered through the dashboard or by advanced driver assistance systems (ADS). According to researchers, slowing down by as little as nine miles per hour has shown to reduce the risk of serious injury by 50%.

Challenges and the Path Ahead

The proof-of-concept tests have certainly been promising, but the research team acknowledges that further development is needed before the sensors are ready for widespread commercial use. For instance, the laser unit needs improvements in temperature control and system stability under various environmental conditions. Similarly, the microwave sensor needs refinement to mitigate noise and improve its ability to distinguish ice from other surface conditions.

It’s also worth noting that integrating these systems onto existing vehicles and aircraft systems will require a great deal of collaboration with automakers, aviation regulators, and weather technology providers. Even with these hurdles in place, the potential safety benefits have drawn a great deal of interest from regulatory bodies because they could fundamentally change how hazards like freezing rain and ice are detected and managed.

As climate variability continues to influence weather patterns and more travel occurs year-round, advancements in real-time hazard detection are increasingly valuable. Whether it’s a detection system that allows pilots to identify precarious weather conditions ahead or a laser that lets drivers know about black ice, every second matters when it comes to travel safety.

It remains to be seen if and when this technology will be implemented on a large scale, but it is safe to assume that steps are being taken to make air travel and America’s highways safer than they are today.

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