Browsing by Author "Ananduta, Wayan Wicak"
Now showing items 1-15 of 15
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A distributed augmented Lagrangian method over stochastic networks for economic dispatch of large-scale energy systems
(2021)
Article
Open AccessIn 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 ... -
A resilient approach for distributed MPC-based economic dispatch in interconnected microgrids
(Institute of Electrical and Electronics Engineers (IEEE), 2019)
Conference report
Open AccessEconomic dispatch of interconnected microgrids that is based on distributed model predictive control (DMPC) requires the cooperation of all agents (microgrids). This paper discusses the case in which some of the agents ... -
Accelerated Multi-agent optimization method over stochastic networks
(Institute of Electrical and Electronics Engineers (IEEE), 2020)
Conference report
Open AccessWe propose a distributed method to solve a multi-agent optimization problem with strongly convex cost function and equality coupling constraints. The method is based on Nesterov’s accelerated gradient approach and works ... -
Decentralized energy management of power networks with distributed generation using periodical self-sufficient repartitioning approach
(Institute of Electrical and Electronics Engineers (IEEE), 2019)
Conference report
Open AccessIn this paper, we propose a decentralized model predictive control (MPC) method as the energy management strategy for a large-scale electrical power network with distributed generation and storage units. The main idea of ... -
Distributed augmented Lagrangian method for link-based resource sharing problems of multi-agent systems
(2021-01-01)
Article
Open AccessA 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 ... -
Energy management and peer-to-peer trading in future smart grids: a distributed game-theoretic approach
(2020)
Conference report
Open AccessWe consider the economic dispatch problem for a day-ahead, peer-to-peer (P2P) electricity market of prosumers (i.e., energy consumers who can also produce electricity) in a distribution network. In our model, each prosumer ... -
Event-triggered partitioning for non-centralized predictive-control-based economic dispatch of interconnected microgrids
(2021)
Article
Open AccessA non-centralized model predictive control (MPC) scheme for solving an economic dispatch problem of electrical networks is proposed in this paper. The scheme consists of two parts. The first part is an event-triggered ... -
Mitigation of communication failures in distributed model predictive control strategies
(2018-12-18)
Article
Open AccessInformation sharing among local controllers is the key feature of any Distributed Model Predictive Control (DMPC) strategy. This paper addresses the problem of communication failures in DMPC strategies and proposes a ... -
Non-centralized optimization-based control schemes for large-scale energy systems
(Universitat Politècnica de Catalunya, 2019-12-17)
Doctoral thesis
Open AccessNon-centralized control schemes for large-scale systems, including energy networks, are more flexible, scalable, and reliable than the centralized counterpart. These benefrts are obtained by having a set of local control!ers, ... -
Online partitioning method for decentralized control of linear switching large-scale systems
(2019)
Article
Open AccessA novel partitioning approach for linear switching large-scale systems is presented. We assume that the modes of the switching system are unknown a priori but can be detected. We propose an online partitioning scheme that ... -
Operationally-safe peer-to-peer energy trading in distribution grids: a game-theoretic market-clearing mechanism
(2022-01-01)
Article
Open AccessIn future distribution grids, prosumers (i.e., energy consumers with storage and/or production capabilities) will trade energy with each other and with the main grid. To ensure an efficient and safe operation of energy ... -
Population games with replicator dynamics under event-triggered payoff provider and a demand response application
(Institute of Electrical and Electronics Engineers (IEEE), 2023-06-12)
Article
Restricted access - publisher's policyWe consider a large population of decision makers that choose their evolutionary strategies based on simple pairwise imitation rules. We describe such a dynamic process by the replicator dynamics. Differently from the ... -
Resilient distributed energy management for systems of interconnected microgrids
(IEEE Press, 2018)
Conference report
Open AccessIn this paper, distributed energy management of interconnected microgrids, which is stated as a dynamic economic dispatch problem, is studied. Since the distributed approach requires cooperation of all local controllers, ... -
Resilient distributed model predictive control for energy management of interconnected microgrids
(2019-01-01)
Article
Open AccessDistributed energy management of interconnected microgrids that is based on Model Predictive Control (MPC) relies on the cooperation of all agents (microgrids). This paper discusses the case in which some of the agents ... -
Resilient information-exchange protocol for distributed model predictive control schemes
(2018)
Conference report
Open AccessDistributed Model Predictive Control (DMPC) strategies require local controllers to share information among each other. Considering the importance of communication in such control strategies and the failures that may occur ...
