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| Content Provider | IET Digital Library |
|---|---|
| Author | Li, Yang Yang, Zhen Zhao, Dongbo Lei, Hangtian Cui, Bai Li, Shaoyan |
| Abstract | In order to coordinate multiple different scheduling objectives from the perspectives of economy, environment, and users, a practical multi-objective dynamic optimal dispatch model incorporating energy storage and user experience is proposed for isolated microgrids. In this model, besides microturbine units, energy storage is employed to provide spinning reserve services for microgirds; and furthermore, from the perspective of demand side management, a consumer satisfaction indicator is developed to measure the quality of user experience. A two-step solution methodology incorporating multi-objective optimisation and decision analysis is put forward to address this model. First, a powerful heuristic optimisation algorithm, called the θ-dominance based evolutionary algorithm, is used to find a well-distributed set of Pareto-optimal solutions of the problem. Thereby, the best compromise solutions are identified from the entire solutions with the use of decision analysis by integrating fuzzy C-means clustering and grey relation projection. The simulation results on the modified Oak Ridge National Laboratory Distributed Energy Control and Communication lab microgrid test system demonstrate the effectiveness of the proposed approach. |
| Starting Page | 973 |
| Ending Page | 981 |
| Page Count | 9 |
| ISSN | 17521416 |
| Volume Number | 13 |
| e-ISSN | 17521424 |
| Issue Number | Issue 6, Apr (2019) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-rpg/13/6 |
| Journal | IET Renewable Power Generation |
| Publisher Date | 2019-01-16 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | Combinatorial Mathematics Consumer Satisfaction Indicator Decision Analysis Demand Side Management Distributed Power Generation Dominance Based Evolutionary Algorithm Energy Storage Evolutionary Algorithm Evolutionary Computation Fuzzy C-means Clustering Fuzzy Set Theory Grey Relation Projection Heuristic Optimisation Algorithm Isolated Microgrid Isolated Microgrid Dispatch Microturbine Units Multiobjective Dynamic Optimal Dispatch Model Multiobjective Model Multiobjective Optimisation Multiple Different Scheduling Objectives Optimisation Technique Pareto Optimisation Pareto-optimal Solutions Power Generation Dispatch Power System Economics Power System Managemen Power System Operation Quality of User Experience Spinning Reserve Services Two-step Solution Methodology User Experience |
| Content Type | Text |
| Resource Type | Article |
| Subject | Renewable Energy, Sustainability and the Environment |
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