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Ananduta, W. (author), Nedic, Angelia (author), Ocampo-Martinez, Carlos (author)A multi-agent optimization problem motivated by the management of energy systems is discussed. The associated cost function is separable and convex although not necessarily strongly convex and there exist edge-based coupling equality constraints. In this regard, we propose a distributed algorithm based on solving the dual of the augmented...journal article 2021
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Ananduta, W. (author), Ocampo-Martinez, Carlos (author), Nedic, Angelia (author)In this paper, we propose a distributed model predictive control (MPC) scheme for economic dispatch of energy systems with a large number of active components. The scheme uses a distributed optimization algorithm that works over random communication networks and asynchronous updates, implying the resiliency of the proposed scheme with respect...journal article 2021