Distributed Bi-level Energy Allocation Mechanism with Grid Constraints and Hidden User Information
arXiv:1707.05429 · doi:10.1109/TSG.2017.2779826
Abstract
A novel distributed energy allocation mechanism for Distribution System Operator (DSO) market through a bi-level iterative auction is proposed. With the locational marginal price at the substation node known, the DSO runs an upper level auction with aggregators as intermediate agents competing for energy. This DSO level auction takes into account physical grid constraints such as line flows, transformer capacities and node voltage limits. This auction mechanism is a straightforward implementation of projected gradient descent on the social welfare (SW) of all home level agents. Aggregators, which serve home level agents - both buyers and sellers, implement lower level auctions in parallel, through proportional allocation and without asking for utility functions and generation capacities that are considered private information. The overall bi-level auction is shown to be efficient and weakly budget balanced.
Published in IEEE transactions on Smart Grid
References in corpus (1)
Cited by in corpus (6)
- Fairness-Regularized DLMP-Based Bilevel Transactive Energy Mechanism in Distribution Systems
- Distribution LMP-based Transactive Day-ahead Market with Variable Renewable Generation
- Pareto-Optimal Allocation of Transactive Energy at Market Equilibrium in Distribution Systems: A Constrained Vector Optimization Approach
- A Data-Driven Machine Learning Approach for Consumer Modeling with Load Disaggregation
- Applications of Mechanism Design in Market-Based Demand-Side Management
- Study on Leveraging Wind Farm Reactive Power Potential for Uncertain Power System Reactive Power Optimization