Development of a digital twin for real-time simulation of a combustion engine-based power plant with battery storage and grid coupling

被引:23
|
作者
Soderang, Emma [1 ]
Hautala, Saana [1 ]
Mikulski, Maciej [1 ]
Storm, Xiaoguo [1 ]
Niemi, Seppo [1 ]
机构
[1] Univ Vaasa, Sch Technol & Innovat, Wolffintie 34, FI-65200 Vaasa, Finland
关键词
Mid-speed engine; Squirrel cage induction generator; Battery storage; Fast-runni n g model; Digital twi n; Model-based control; CHALLENGES; MANAGEMENT; SYSTEMS; DESIGN;
D O I
10.1016/j.enconman.2022.115793
中图分类号
O414.1 [热力学];
学科分类号
摘要
Coordinated control of combustion engine-based power plants with batter y storage is the next big thing for optimising renewable energy. Digital twins can enable such sophisticated control but currently are too simplistic for the required insight. This study explores the feasibility of a fully physics-based combustion engine model in real-time co-simulation with an electrical power plant model , including batter y storage. A detailed , crank-angle resolved, one-dimensional model of a large-bore stationa r y engine is reduced to a fast-running model (FRM). This engine digital twin is coupled with a complete power plant control model, developed in Simulink. Real-time functions are tested on a dedicated rapid-prototyping system using a target computer. Measurement data from the corresponding power plant infrastructure provide validation for the digital twin. The model-in-the-loop simulations show real-time results from both the standalone combustion and electric submodels mostly within 5% of measured values. The model coupling for fully predictive simulation was tested on a desktop computer, showing expected functionality and validity within 4% and 8% of the respective measured generator and con-verter outputs. However, execution time of the FRM needs reducing when moving to final hardware-in-the-loop implementation of a complete power plant model.
引用
收藏
页数:16
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