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Causative Cyberattacks on Online Learning-based Automated Demand Response Systems. (arXiv:2307.15175v1 [eess.SY])
cs.CR updates on arXiv.org arxiv.org
Power utilities are adopting Automated Demand Response (ADR) to replace the
costly fuel-fired generators and to preempt congestion during peak electricity
demand. Similarly, third-party Demand Response (DR) aggregators are leveraging
controllable small-scale electrical loads to provide on-demand grid support
services to the utilities. Some aggregators and utilities have started
employing Artificial Intelligence (AI) to learn the energy usage patterns of
electricity consumers and use this knowledge to design optimal DR incentives.
Such AI frameworks use open communication channels between the …
automated cyberattacks demand electricity fuel grid on-demand online learning party peak power response scale services support systems third third-party utilities