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The project ARTEFACT aims to unlock the flexibility of electric motors, such as pumps and compressors, to balance renewable energy supply and demand. It employs advanced edge-computing and innovative machine learning techniques to enable motors to self-quantify their flexibility, facilitating decentralized energy manag…
Electric motor assets such as pumps, fans, and compressors—responsible for over half of global electricity use—represent a vast untapped flexibility resource capable of balancing entire EU renewable energy variability without any added cost.
Yet, unlocking this potential presents unprecedented challenges: vast, noisy and diverse data generated by motors is difficult to process in real-time and further restricted by strict privacy regulations, making existing centralized, semi-manual approaches t…
TECHNICAL UNIVERSITY OF DENMARK DTU
DANMARKS TEKNISKE UNIVERSITET
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