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| Content Provider | IET Digital Library |
|---|---|
| Author | Guo, Xiaogang Bao, Zhejing Lai, Hongji Yan, Wenjun |
| Abstract | For optimal microgrid (MG) operation, one significant challenge is the inherent randomness of renewable energy sources (RESs) within MG should be accommodated by it itself. Here, a robust model predictive control (MPC) by considering scenario optimisation is proposed for MG dispatching to achieve the accommodation of uncertain RES and electricity demand by utilising discharging/charging of electric vehicle (EV) with a certain constraints violation probability of EV allowed. The method is based on the iterated solution, at each step, of a finite-horizon optimal control that takes into account a suitable number of randomly extracted scenarios of uncertain RES and electricity demand while the economic objective and operational constraints are included. The optimisation of a number of uncertain scenarios embedded in a receding horizon of MPC can provide a probabilistic guarantee of EV constraints satisfaction. Simulation on an MG case is implemented and the results demonstrate that with the proposed control strategy, the coordination between uncertain RES and EV can be achieved to make the MG be controllable as seen from the main grid. |
| Starting Page | 2539 |
| Ending Page | 2543 |
| Page Count | 5 |
| Volume Number | 2017 |
| e-ISSN | 20513305 |
| Issue Number | Issue 13, Jan (2017) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/joe/2017/13 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/joe.2017.0785 |
| Journal | The Journal of Engineering |
| Publisher | The Institution of Engineering and Technology |
| Publisher Date | 2017-01-01 |
| Access Restriction | Open |
| Rights License | Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) |
| Subject Keyword | Automobile Electronics Control of Electric Power System Distributed Power Generation Economic Objective Electric Vehicle Electric Vehicle Charging Electric Vehicle Discharging-charging Electricity Demand EV Constraint Satisfaction EV Probability Finite-horizon Optimal Control Interpolation And Function Approximation Iterated Solution Iterative Method MG Dispatching Microgrid Dispatching Numerical Analysis Operational Constraint Optimal Control Optimal MG Operation Optimal Microgrid Operation Power Generation Control Power Generation Dispatch Power Generation Economics Power System Economics Power System Managemen Power System Operation Predictive Control Probabilistic Guarantee Probability Renewable Energy Source RES Robust Control Robust Model Predictive Control Robust MPC Scenario Optimisation Stability in Control Theory Statistics Uncertain RES Wind Power Wind Power Plant |
| Content Type | Text |
| Resource Type | Article |
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