Applications of Mechanism Design in Market-Based Demand-Side Management
arXiv:2106.14659
Abstract
The intermittent nature of renewable energy resources creates extra challenges in the operation and control of the electricity grid. Demand flexibility markets can help in dealing with these challenges by introducing incentives for customers to modify their demand. Market-based demand-side management (DSM) have garnered serious attention lately due to its promising capability of maintaining the balance between supply and demand, while also keeping customer satisfaction at its highest levels. Many researchers have proposed using concepts from mechanism design theory in their approaches to market-based DSM. In this work, we provide a review of the advances in market-based DSM using mechanism design. We provide a categorisation of the reviewed literature and evaluate the strengths and weaknesses of each design criteria. We also study the utility function formulations used in the reviewed literature and provide a critique of the proposed indirect mechanisms. We show that despite the extensiveness of the literature on this subject, there remains concerns and challenges that should be addressed for the realistic implementation of such DSM approaches. We draw conclusions from our review and discuss possible future research directions.
arXiv comment10 pages, submitted to IEEE Transactions on Smart Grid for publication
References in corpus (11)
- An Incentive-compatible Energy Trading Framework for Neighborhood Area Networks with Shared Energy Storage
- Limiting gaming opportunities on incentive-based demand response programs
- An Iterative On-Line Mechanism for Demand-Side Aggregation
- Distributed Bi-level Energy Allocation Mechanism with Grid Constraints and Hidden User Information
- Game theory to enhance stock management of Personal Protective Equipment (PPE) during the COVID-19 outbreak
- An Incentive-Compatible Scheme for Electricity Cooperatives: An Axiomatic Approach
- Truthful Mechanisms for Combinatorial Allocation of Electric Power in Alternating Current Electric Systems for Smart Grid
- Truthful Mechanisms for Combinatorial AC Electric Power Allocation
- Incentive Mechanisms to Prevent Efficiency Loss of Non-Profit Utilities
- Mechanism Design Approach for Energy Efficiency
- Mechanism Design for Demand Management in Energy Communities