mlsanityData to 14 Oct 2026

Cooperative Flexibility Exchange: Fair and Comfort-Aware Decentralized Resource Allocation

arXiv 2510.04192 ↗First posted 5 Oct 2025cs.MA cs.AIcited by 1

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Abstract (arXiv)

The growing electricity demand and use of smart appliances are placing pressure on power grids, making efficient energy management more important than ever. The existing energy management systems often prioritize system efficiency (balanced energy demand and supply) at the expense of consumer comfort. This paper addresses this gap by proposing a novel decentralized multi-agent coordination-based demand-side management system. The proposed system enables individual agents to coordinate for demand-side energy optimization while improving consumer comfort and maintaining system efficiency. A key innovation of this work is the introduction of a slot exchange mechanism, where agents first receive optimized appliance-level energy consumption schedules and then coordinate with each other to adjust these schedules through slot exchanges to improve their comfort even when agents show non-altruistic behaviour. It also scales well with large populations and promotes fairness by balancing satisfaction levels across consumers. For performance evaluation, a real-world dataset is used, and the results demonstrate that the proposed slot exchange mechanism increases consumer comfort and fairness without raising system inefficiency cost, making it a practical and scalable solution for future smart grids.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 9 of its 67 references that are in the map. First posted on arXiv 5 Oct 2025.

Builds on

9 of 67 references.

References · 9

  1. 2021Greedy Decentralized Auction-based Task Allocation for Multi-Agent Systemscited by 6
  2. 2017Socio-technical Smart Grid Optimization via Decentralized Charge Control of Electric Vehiclescited by 5
  3. 2017Self-regulating Supply-Demand Systemscited by 3
  4. 2020A Decentralized Multi-Objective Optimization Algorithmcited by 3
  5. 2023Discrete-choice Multi-agent Optimization: Decentralized Hard Constraint Satisfaction for Smart Citiescited by 3
  6. 2019Appliance-level Flexible Scheduling for Socio-technical Smart Grid Optimisationcited by 2
  7. 2020Decentralized Optimization of Vehicle Route Planning -- A Cross-City Comparative Studycited by 1
  8. 2020A mechanism to promote social behaviour in household load balancingcited by 1
  9. 2023A hybrid local search algorithm for the Continuous Energy-Constrained Scheduling Problemcited by 1

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 1.

1 paper.