An event-triggered distributed nonsmooth resource allocation algorithm for second-order multi-agent systems

Shi, Xiasheng; Ding, Lifu; Lin, Zhiyun

doi:10.23919/acc55779.2023.10155979

2023 American Control Conference (ACC) 2023

DOI: 10.23919/acc55779.2023.10155979

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An event-triggered distributed nonsmooth resource allocation algorithm for second-order multi-agent systems

Xiasheng Shi

Lifu Ding

Zhiyun Lin

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2024

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A distributed algorithm with network‐independent step‐size and event‐triggered mechanism for economic dispatch problem

Chen,

Yang,

et al. 2024

Int J Network Mgmt

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The economic dispatch problem (EDP) poses a significant challenge in energy management for modern power systems, particularly as these systems undergo expansion. This growth escalates the demand for communication resources and increases the risk of communication failures. To address this challenge, we propose a distributed algorithm with network‐independent step sizes and an event‐triggered mechanism, which reduces communication requirements and enhances adaptability. Unlike traditional methods, our algorithm uses network‐independent step sizes derived from each agent's local cost functions, thus eliminating the need for detailed network topology knowledge. The theoretical derivation identifies a range of step size values that depend solely on the objective function's strong convexity and the gradient's Lipschitz continuity. Furthermore, the proposed algorithm is shown to achieve a linear convergence rate, assuming the event triggering threshold criteria are met for linear convergence. Numerical experiments further validate the effectiveness and advantages of our proposed distributed algorithm by demonstrating its ability to maintain good convergence characteristics while reducing communication frequency.

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A distributed algorithm with network‐independent step‐size and event‐triggered mechanism for economic dispatch problem

Chen,

Yang,

et al. 2024

Int J Network Mgmt

View full text Add to dashboard Cite

show abstract

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An event-triggered distributed nonsmooth resource allocation algorithm for second-order multi-agent systems

Cited by 1 publication

References 21 publications

A distributed algorithm with network‐independent step‐size and event‐triggered mechanism for economic dispatch problem

A distributed algorithm with network‐independent step‐size and event‐triggered mechanism for economic dispatch problem

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