Modeling and Optimization of the Flue Gas Heat Recovery of a Marine Dual-Fuel Engine Based on RSM and GA

被引:7
作者
Meng, Deyu [1 ]
Gan, Huibing [1 ]
Wang, Huaiyu [2 ]
机构
[1] Dalian Maritime Univ, Marine Engn Coll, Dalian 116026, Peoples R China
[2] Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
dual fuel engine; waste heat boiler; GT-Power; Simulink; MOGA; DIESEL-ENGINE; PERFORMANCE; EMISSIONS; SYSTEM; INJECTION; ALGORITHM; TURBINE; POWER; ORC;
D O I
10.3390/pr10040674
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Implementation of flue gas waste heat recovery is an effective way to improve the energy utilization of marine engines. This paper aims to model and optimize a marine four-stroke dual-fuel (DF) engine coupled with a flue gas waste heat recovery system. Firstly, the DF engine and waste heat recovery system were respectively modeled in GT-Power and Simulink environments and verified with experimental data. Then, a regression model was built using the response surface method, with the intake temperature, compression ratio, and pilot fuel injection timing as input parameters and parametric analysis was performed. Finally, multi-objective optimization of the waste heat recovery system was performed using a genetic algorithm. The result showed that the optimal solution is obtained when the intake temperature is 306.18 K, the geometric compression ratio is 14.4, and the pilot fuel injection timing is -16.68 degrees CA after the top dead center. The corresponding brake-specific fuel consumption was 155.18 g/kWh, reduced by 3.24%, and the power was 8025.62 kW, increased by 0.32%. At the same time, 280.98 kW of flue gas waste heat generation was obtained.
引用
收藏
页数:22
相关论文
共 50 条
  • [31] Numerical Investigation on Mixing Characteristics and Mechanism of Natural Gas/Air in a Super-Large-Bore Dual-Fuel Marine Engine
    Liu, Long
    Liu, Shihai
    Xia, Qian
    Liu, Bo
    Ma, Xiuzhen
    ATMOSPHERE, 2022, 13 (09)
  • [32] Numerical simulation of methane slip from marine dual-fuel engine based on hydrogen-blended natural gas strategy
    Xin, Mingjiang
    Gan, Huibing
    Cong, Yujin
    Wang, Huaiyu
    FUEL, 2024, 358
  • [33] Multiobjective Optimization of the Performance and Emissions of a Large Low-Speed Dual-Fuel Marine Engine Based on MNLR-MOPSO
    Cong, Yujin
    Gan, Huibing
    Wang, Huaiyu
    Hu, Guotong
    Liu, Yi
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 9 (11)
  • [34] Experimental investigation of combustion engine with novel jacket and flue gas heat recovery
    Spale, Jan
    Pavlicko, Jan
    Vodicka, Vaclav
    Mascuch, Jakub
    Novotny, Vaclav
    ENERGY REPORTS, 2022, 8 : 593 - 604
  • [35] Hydrogen-diesel dual-fuel engine optimization for CHP systems
    Dimitriou, Pavlos
    Tsujimura, Taku
    Suzuki, Yasumasa
    ENERGY, 2018, 160 : 740 - 752
  • [36] Greenhouse gas emission prediction and impact analysis of dual-fuel engine
    Chen, Hui
    Wang, Bingxin
    Huang, Zhencai
    PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2024, 191 : 1 - 13
  • [37] Size and morphology of soot produced by a dual-fuel marine engine
    Trivanovic, Una
    Corbin, Joel C.
    Baldelli, Alberto
    Peng, Weihan
    Yang, Jiacheng
    Kirchen, Patrick
    Miller, J. Wayne
    Lobo, Prem
    Gagne, Stephanie
    Rogak, Steven N.
    JOURNAL OF AEROSOL SCIENCE, 2019, 138
  • [38] Emission and Performance Optimization of Marine Four-Stroke Dual-Fuel Engine Based on Response Surface Methodology
    Wang, Huaiyu
    Gan, Huibing
    Wang, Guanjie
    Zhong, Guoqiang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [39] Agricultural tractor engine combustion in dual-fuel mode: Optimization of pilot fuel injection
    Velmurugan, K.
    Arunprasad, J.
    Thirugnanasambantham, R.
    MATERIALS TODAY-PROCEEDINGS, 2020, 33 : 3271 - 3276
  • [40] Implementation and Parameter Analysis of the Knock Phenomenon of a Marine Dual-Fuel Engine Based on a Two-Zone Combustion Model
    Zou, Fang-kun
    Zeng, Hong
    Wang, Huai-yu
    Wang, Xin-xin
    Xu, Zhao-xin
    PROCESSES, 2021, 9 (04)