Abstract
Price-based demand side management involves end-users responding to per-slot energy prices to optimize their energy consumption and reduce bills. The per-slot energy price constitutes distribution use of system charges which makeup 19%–24% of it. Existing work primarily focuses on the interaction between distribution network operators, larger storage/generation facilities, and prosumers overlooking the fairness of tariff structures used to recover distribution network operators’ revenue. This oversight leads to unfair pricing for end-users, as it disregards factors such as the distance power must travel and the utilization of devices like transformers and transmission lines. This study employ the MW-Miles Distribution use of System Charges charging methodology to address this issue and designs a method to couple per-slot energy price to distribution use of system charges, considering distribution network operator as market players in a Stackelberg game framework. Two cases are devised to update distribution network operator-controlled parameters, with three perturbation strategies discussed for each case. The interaction between independent end-users is modeled using a noncooperative game framework, analyzing Nash equilibrium existence and algorithm convergence. An IEEE-33 bus system with residential end-users, home appliances, distributed energy storage, and dispatchable distributed generation is chosen for analysis. To account for end-user discomfort due to power-shiftable devices, a discomfort objective is included alongside energy bill savings. The results demonstrate a 7.67% increase in distribution network operators’ revenue when actively participating in demand-side management program compared to its passive role as a utility.
Original language | British English |
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Article number | 123106 |
Journal | Applied Energy |
Volume | 364 |
DOIs | |
State | Published - 15 Jun 2024 |
Keywords
- Demand-side management
- Distributed storage and generation
- Distribution network
- DUoS charges
- Game theory