Gossip Algorithms for Decentralized Congestion Management of Distribution Grids

Koukoula, Despina; Hatziargyriou, Nikos D.

doi:10.1109/tste.2016.2520360

Cited by 29 publications

(18 citation statements)

References 29 publications

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“…The latency in (20) refers to the technology of the communication network between DCUs. For our calculations, we assume that the data to be transmitted between two DCUs can form one message, considering the data size of our problem [38]. We also assume that all parallel message transmissions of the communication tasks need the same time, determined by the latency of the communication technology.…”

Section: A Performance Metricsmentioning

confidence: 99%

Distributed OPF Algorithm for System-Level Control of Active Multi-Terminal DC Distribution Grids

2020

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Section: A Performance Metricsmentioning

confidence: 99%

Distributed OPF Algorithm for System-Level Control of Active Multi-Terminal DC Distribution Grids

2020

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“…For example, references [49,50] proposed a distributed architecture for managing power flows on distribution grids based on the Gossip algorithm. The basic ideal of the Gossip algorithm is to get global information, such as a sum and average value, based on exchanging one's own information with some neighbor nodes but not gathering the information in a centric node.…”

Section: Iterative Distributed Scheme Based On Gossip Algorithmmentioning

confidence: 99%

“…Note that the Laplacian matrix L is hard to obtain not only for customers but also for LSE. In addition, different from [49,50], the network in our scheme is not physically connected but is socially connected, and customers only know the connecting information regarding themselves. That is, there is no one who can gather and calculate an adjacent matrix A and degree matrix D. To solve this problem, this paper improves the approach to calculating the heights to be adjusted to our DR scheme.…”

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confidence: 99%

A Novel Distributed Large-Scale Demand Response Scheme in High Proportion Renewable Energy Sources Integration Power Systems

Fan

Jia

et al. 2018

Applied Sciences

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Large-scale demand response (DR) is a useful regulatory method used in high proportion renewable energy sources (RES) integration power systems. Current incentive-based DR schemes are unsuitable for large-scale DR due to their centralized formulation. This paper proposes a distributed scheme to support large-scale implementation of DR. To measure DR performance, this paper proposes the customer directrix load (CDL), which is a desired load profile, to replace the customer baseline load (CBL). The uniqueness of CDL makes it more suitable for distributed schemes, while numerous CBLs have to be calculated in a centralized manner to ensure fairness. To allocate DR tasks and rebates, this paper proposes a distributed approach, where the load serving entity (LSE) only needs to publish a total rebate and corresponding CDL. As for each customer, s/he needs to claim an ideal rebate ratio that ranges from 0 to 1, which indicates the proportion of rebate s/he wants to get from LSE. The rebate value for each customer also determines his or her DR task. Then, the process of customer claims for the ideal rebate ratio is modeled as a non-cooperative game, and the Nash equilibrium is proved to exist. The Gossip algorithm is improved in this paper to be suitable for socially connected networks, and the entire game process is distributed. Finally, a large-scale DR system is formulated. The simulation results show that the proposed DR can promote the consumption of RES. Additionally, this scheme is suitable for large-scale customer systems, and the distributed game process is effective.

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“…This is the simplest way to compare the two contours. This is the definition of the Hu moment [13]. Set a twodimensional continuous random function.…”

Section: B the Hu Moment Algorithm Distinguishes Vehicle Typesmentioning

confidence: 99%

The Research on the Pre Blocking Scheduling Method for Elevated Road Based on Video

Chen

Yang

Wang³

et al. 2017

Proceedings of the 2017 International Conference on Applied Mathematics, Modeling and Simulation (AMMS 2017)

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Gossip Algorithms for Decentralized Congestion Management of Distribution Grids

Cited by 29 publications

References 29 publications

Distributed OPF Algorithm for System-Level Control of Active Multi-Terminal DC Distribution Grids

Distributed OPF Algorithm for System-Level Control of Active Multi-Terminal DC Distribution Grids

A Novel Distributed Large-Scale Demand Response Scheme in High Proportion Renewable Energy Sources Integration Power Systems

The Research on the Pre Blocking Scheduling Method for Elevated Road Based on Video

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