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
相关论文
共 50 条
  • [1] Observer-Based Real-Time Frequency Analysis for Combustion Engine-Based Power Trains with Applications to Identification and Control
    Rauh, Andreas
    Ehret, Juliane
    Aschemann, Harald
    2014 19TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2014, : 332 - 337
  • [2] Development of Real-time Combustion Analysis System for IC Engine Based on Real-time Optimization
    Wang Z.
    Guo K.
    Wu W.
    Qin G.
    Yang C.
    Cheng X.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2020, 51 (01): : 372 - 382
  • [3] Coupling excavator hydraulic system and internal combustion engine models for the real-time simulation
    Casoli, Paolo
    Gambarotta, Agostino
    Pompini, Nicola
    Ricco, Luca
    CONTROL ENGINEERING PRACTICE, 2015, 41 : 26 - 37
  • [4] Digital twin real-time hybrid simulation platform for power system stability
    Abo-Khalil, Ahmed G.
    CASE STUDIES IN THERMAL ENGINEERING, 2023, 49
  • [5] Modeling, Simulation and Control for Optimized Operating Strategies of Combustion Engine-Based Power Trains
    Rauh, Andreas
    Kersten, Julia
    Aschemann, Harald
    2012 17TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2012, : 102 - 107
  • [6] Real-Time Dynamic Simulation of Korean Power Grid for Frequency Regulation Control by MW Battery Energy Storage System
    Jin, Tae-Hwan
    Chung, Mo
    Shin, Ki-Yeol
    Park, Herie
    Lim, Geon-Pyo
    JOURNAL OF SUSTAINABLE DEVELOPMENT OF ENERGY WATER AND ENVIRONMENT SYSTEMS-JSDEWES, 2016, 4 (04): : 392 - 407
  • [7] Computer and real-time digital simulation of power systems: Part two real-time digital simulation of power systems
    Zheng, Sanli
    Lei, X.
    Retzmann, D.
    Han, Yingduo
    Dianli Xitong Zidonghue/Automation of Electric Power Systems, 2001, 25 (14): : 58 - 60
  • [8] Design and Implementation of a Hierarchical Digital Twin for Power Systems Using Real-Time Simulation
    Ruhe, Stephan
    Schaefer, Kevin
    Branz, Stefan
    Nicolai, Steffen
    Bretschneider, Peter
    Westermann, Dirk
    ELECTRONICS, 2023, 12 (12)
  • [9] Strategies for Real-Time Simulation of Central Solenoid ITER Power Supply Digital Twin
    Minetti, Manuela
    Bonfiglio, Andrea
    Benfatto, Ivone
    Ye, Yulong
    ENERGIES, 2023, 16 (13)
  • [10] Real-time digital twin-based optimization with predictive simulation learning
    Goodwin, Travis
    Xu, Jie
    Celik, Nurcin
    Chen, Chun-Hung
    JOURNAL OF SIMULATION, 2024, 18 (01) : 47 - 64