Abstract
Security considerations such as ramp reserve and frequency limits are especially important in power system operation and control. However, with the increasing penetration of renewable energy such as wind power, the system frequency response in case of the power imbalance to become weaker. This paper presents a framework for unit commitment for power systems consisting of conventional generators and wind generators. The research framework also considers the role of battery storage system in maintaining the system frequency. Besides, wind power and demand uncertainties are taken into account with using forecast error modeling. The unit commitment is formulated as a Mixed Integer Linear Programming (MILP) problem and is solved using CPLEX and MATPOWER.
| Original language | English |
|---|---|
| Title of host publication | International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018 |
| Editors | Quan Hao, Anurag Sharma |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 1171-1176 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781538642917 |
| DOIs | |
| Publication status | Published - 2018 Sept 18 |
| Event | 2018 International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018 - Singapore, Singapore Duration: 2018 May 22 → 2018 May 25 |
Other
| Other | 2018 International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018 |
|---|---|
| Country/Territory | Singapore |
| City | Singapore |
| Period | 18/5/22 → 18/5/25 |
Keywords
- chance constrained optimization
- frequency dynamics
- renewable energy
- unit commitment
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Energy Engineering and Power Technology
- Renewable Energy, Sustainability and the Environment
- Electrical and Electronic Engineering
