Artificial intelligence (AI) helps heat pumps to operate more efficiently, by avoiding incorrect device settings and optimizing system operation. The Fraunhofer Institute for Solar Energy Systems ISE is researching a new generation of smart heat pumps that use artificial neural networks to adapt to environmental conditions and to learn as conditions change.