How digital twins can accelerate the global transition from fossil fuels to clean energy
Peer-Reviewed Publication
Updates every hour. Last Updated: 21-Aug-2025 04:10 ET (21-Aug-2025 08:10 GMT/UTC)
Once current scientific limitations are overcome, AI-powered digital twins could become a transformative solution to the urgent challenge of shifting from fossil fuels to renewable and environmentally sustainable energy sources.
A new soft actuator moves and stiffens like biological muscle. The muscles, or actuators, are constructed from low-cost, 3D-printed rubbers. Engineers integrated three actuators as ‘muscles’ into a human-sized robotic leg with 3D-printed rigid ‘bones’ and elastic ‘tendons’.
Daytime radiative cooling is an eco-friendly and passive cooling technology that operates without external energy input. Materials designed for this purpose are engineered to possess high reflectivity in the solar spectrum and high emissivity within the atmospheric transmission window. Unlike broadband-emissive daytime radiative cooling materials, spectrally selective daytime radiative cooling (SSDRC) materials exhibit predominant mid-infrared emission in the atmospheric transmission window. This selective mid-infrared emission suppresses thermal radiation absorption beyond the atmospheric transmission window range, thereby improving the net cooling power of daytime radiative cooling. This review elucidates the fundamental characteristics of SSDRC materials, including their molecular structures, micro- and nanostructures, optical properties, and thermodynamic principles. It also provides a comprehensive overview of the design and fabrication of SSDRC materials in three typical forms, i.e., fibrous materials, membranes, and particle coatings, highlighting their respective cooling mechanisms and performance. Furthermore, the practical applications of SSDRC in personal thermal management, outdoor building cooling, and energy harvesting are summarized. Finally, the challenges and prospects are discussed to guide researchers in advancing SSDRC materials.