Sensitive ceramics for soft robotics

Soft ceramics -- how is that supposed to work? Materials scientists like Clemens define ceramics as an inorganic, non-metallic material that is produced from a collection of loose particles in a high-temperature process known as sintering. The composition of ceramics can vary -- and their properties change as a result. But earthenware and porcelain are nowhere to be seen in Clemens' lab. The researchers work with materials such as potassium sodium niobate and zinc oxide, but also with carbon particles.

None of these materials are soft. In order to fashion them into flexible sensors, the researchers embed ceramic particles in stretchable plastics. "We work with so-called highly filled systems," says Clemens. "We take a matrix made of a thermoplastic and fill it with as many ceramic particles as possible without compromising the elasticity of the matrix." If this highly filled matrix is then stretched, compressed or exposed to temperature fluctuations, the distance between the ceramic particles changes, and with it the electrical conductivity of the sensor. It's not necessary to fill the entire matrix with ceramic, emphasizes Clemens: Using 3D printing, the researchers can also embed the ceramic sensors as a kind of "nerves" in flexible components.

Selective and intelligent

The production of soft ceramic sensors is not trivial. Usually, soft sensors are sensitive to different environmental influences at the same time, such as temperature, strain and humidity. "If you want to use them in practice, you need to know what you are measuring," says Clemens. His research group has succeeded in producing soft sensors that react very selectively only to pressure or only to temperature. The researchers integrated these sensors into a prosthetic hand. The prosthesis "senses" the flexion of its fingers and notices when it touches a hot surface. Such "sensitivity" would be an advantage both for robotic gripping tools and for human prostheses.

The Empa team even went one step further with the development of a soft "robot skin." Similar to human skin, the multi-layered plastic skin reacts to touch and temperature differences. In order to evaluate the complex data, the Empa researchers developed an AI model together with researchers from the University of Cambridge and trained it using data from around 4,500 measurements. This is also reminiscent of human perception, as the nerve impulses from our skin are evaluated and extrapolated in the brain.

In their most recent project, the researchers were able to combine the ceramic sensors with artificial muscles. Together with researchers from ETH Zurich and the University of Tokyo, they have developed a bio-hybrid robot that recognizes its contraction state with the help of a soft, biocompatible, tissue-integrated piezoresistive sensor. This work was published in the journal Advanced Intelligent Systems.

Safe collaboration between humans and machines

The aim, says Frank Clemens, is for humans and machines to work together safely and harmoniously. "Today's robotic systems are big, clunky and very strong. They can be dangerous for humans," explains the researcher. If in future we are to increasingly share our workplaces with robots, they should react quickly and sensitively to touch. "If you accidentally touch another person, you automatically pull away," says Clemens. "We want to give robots the same reflex." The researchers are now looking for industrial partners in the field of robotic gripping systems. But soft sensors are also in demand in medicine -- the team recently completed an Innosuisse project with the company IDUN Technologies, in which they produced flexible electrodes for brain wave measurements.

The work is far from over: The researchers want to make their soft ceramic sensors even more sensitive and intelligent. This involves combining new ceramic materials and soft polymers and optimizing their sensor properties. The secret to success lies in the interaction of these two components.