非线性模型用于变速水电的预测控制
Tajana Nepal1,2, Tommy Sneltvedt3, Choukha Ram3
1Department of Electrical Engineering, IT and Cybernetics, University of South Eastern Norway, Porsgrunn, 3917, Norway. tnepa@usn.no.
变速水电站 (VSHP) 可以为现代电网提供合成惯性. 高级非线性模型预测控制 (NLMPC) 与传统方法相比,为VSHP电网支持提供了更好的控制.
科学领域:
- 电力系统工程 电力系统工程
- 控制理论 控制理论
- 整合可再生能源的整合
背景情况:
- 基于逆变器的资源 (IBR) 正在减少电网惯性.
- 水力发电厂传统上提供了必要的电网惯性.
- 变速水电站 (VSHP) 提供更高的效率和灵活性.
研究的目的:
- 实施和评估非线性模型预测控制器 (NLMPC) 用于VSHP电网支持.
- 为了比较NLMPC的性能与经典的PID控制.
- 分析NLMPC在VSHP控制中的稳定性和约束处理.
主要方法:
- 实施NLMPC以最佳控制VSHP.
- 在现实的操作条件下与经典的PID控制器进行比较.
- 对多目标优化和上游约束满足的分析.
主要成果:
- NLMPC成功地协调了具有不同时间常数的液压和电气系统.
- 与PID相比,NLMPC表现优越,特别是在电网中断时.
- 尽管计算复杂,NLMPC确保了稳定的运行.
结论:
- 对于VSHP电网支持而言,NLMPC是一种可行的,先进的控制策略.
- 基于模型的最佳控制可以有效地协调复杂的VSHP动态.
- NLMPC提供强大的电网支持,解决过载和不确定性.
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