| Citation: | ZHAO Yang, PAN Tianyu, ZHENG Mengzong, et al. Research on energy management of oil-electric hybrid system considering variable load effect[J]. Journal of Aerospace Power, 2024, 39（11）：20220321 doi: 10.13224/j.cnki.jasp.20220321
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Taking the series structure as the research object of the energy management method of the aviation fuel-electric hybrid system, the energy management was studied according to different load matching forms of the engine. A simulation platform for studying energy management methods was built based on MATLAB/SIMULINK software, whereby the performance of power components was obtained by experiments. The global optimization strategy based on PSO algorithm and the instantaneous optimization strategy based on ECMS were built and applied to the simulation platform. The calculation results showed that after considering the matching form of engine variable load, the fuel consumption under different energy management methods was reduced compared with the constant load, and the global optimization strategy was reduced by 6.27%; the instantaneous optimization strategy decreased by 7.4%.
| [1] |
MOORE M D,BUSAN R C,FREDERICKS W J. Benefits of hybrid-electric propulsion to achieve 4x in cruise efficiency for a VTOL aircraft: NF1676L-16092[P]. 2014-03-07.
|
| [2] |
TING C C,TSAI D Y,HSIAO C C. Developing a mechanical roadway system for waste energy capture of vehicles and electric generation[J]. Applied Energy,2012,92: 1-8. doi: 10.1016/j.apenergy.2011.10.006
|
| [3] |
黄波. 无人直升机混合动力驱动技术研究[D]. 成都: 电子科技大学,2018. HUANG Bo. Research on hybrid power driving technology of unmanned helicopter[D]. Chengdu: University of Electronic Science and Technology of China,2018. (in Chinese
HUANG Bo. Research on hybrid power driving technology of unmanned helicopter[D]. Chengdu: University of Electronic Science and Technology of China, 2018. (in Chinese)
|
| [4] |
刘文弢. 多动力源固定翼无人飞行器的动力匹配与控制策略研究[D]. 长春: 吉林大学,2017. LIU Wentao. Research on dynamic match and control strategy of fixed wing unmanned aerial vehicle with multiple power sources[D]. Changchun: Jilin University,2017. (in Chinese
LIU Wentao. Research on dynamic match and control strategy of fixed wing unmanned aerial vehicle with multiple power sources[D]. Changchun: Jilin University, 2017. (in Chinese)
|
| [5] |
韩奎超. 插电式气电混合动力城市客车动力匹配及能量管理策略研究[D]. 济南: 山东大学,2017. HAN Kuichao. Study on power matching and energy management strategy for a plug-in hybrid urban bus[D]. Jinan: Shandong University,2017. (in Chinese
HAN Kuichao. Study on power matching and energy management strategy for a plug-in hybrid urban bus[D]. Jinan: Shandong University, 2017. (in Chinese)
|
| [6] |
HARMON F G,FRANK A A,JOSHI S S. Application of a CMAC neural network to the control of a parallel hybrid-electric propulsion system for a small unmanned aerial vehicle[C]//Proceedings of 2005 IEEE International Joint Conference on Neural Networks. Piscataway,US: IEEE,2005: 355-360.
|
| [7] |
HARMON F G,FRANK A A,CHATTOT J J. Conceptual design and simulation of a small hybrid-electric unmanned aerial vehicle[J]. Journal of Aircraft,2006,43(5): 1490-1498. doi: 10.2514/1.15816
|
| [8] |
DONATEO T,FICARELLA A,SPEDICATO L. Applying dynamic programming algorithms to the energy management of hybrid electric aircraft[C]//ASME Turbo Expo 2018 Turbomachinery Technical Conference and Exposition. Oslo,Norway: American Society of Mechanical Engineers,2018: 432-440.
|
| [9] |
GEISS I ,NOTTER S ,STROHMAYER A ,et al. Optimized operation strategies for serial hybrid-electric aircraft[C]//Aviation Technology,Integration,and Operations Conference. Atlanta,US: American Institute of Aeronautics and Astronautics,2018: 101-113.
|
| [10] |
朱庆林. 基于瞬时优化的混合动力汽车控制策略研究[D]. 长春: 吉林大学,2009. ZHU Qinglin. Study on the control strategy of hybrid electric vehicle based on instantaneous optimization[D]. Changchun: Jilin University,2009. (in Chinese
ZHU Qinglin. Study on the control strategy of hybrid electric vehicle based on instantaneous optimization[D]. Changchun: Jilin University, 2009. (in Chinese)
|
| [11] |
王春凯. 基于遗传算法的混合动力公交车能量管理策略研究[D]. 济南: 山东大学,2020. WANG Chunkai. Research on energy management strategy of hybrid electric bus based on genetic algorithm[D]. Jinan: Shandong University,2020. (in Chinese
WANG Chunkai. Research on energy management strategy of hybrid electric bus based on genetic algorithm[D]. Jinan: Shandong University, 2020. (in Chinese)
|
| [12] |
张树彬. 插电式混合动力汽车自适应等效油耗能量管理策略研究[D]. 长春: 吉林大学,2017. ZHANG Shubin. Study on adaptive equivalent consumption energy management strategy for plug-in hybrid electric vehicle[D]. Changchun: Jilin University,2017. (in Chinese
ZHANG Shubin. Study on adaptive equivalent consumption energy management strategy for plug-in hybrid electric vehicle[D]. Changchun: Jilin University, 2017. (in Chinese)
|
| [13] |
夏飞. 基于MATLAB/SIMULINK的航空发动机建模与仿真研究[D]. 南京: 南京航空航天大学,2007. XIA Fei. Modeling and simulation of aeroengines based on MATLAB[D]. Nanjing: Nanjing University of Aeronautics and Astronautics,2007. (in Chinese
XIA Fei. Modeling and simulation of aeroengines based on MATLAB[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2007. (in Chinese)
|
| [14] |
朱闪闪. 基于MATLAB/Simulink的航空发动机仿真建模[J]. 机械工程与自动化,2019(2): 48-50,53. ZHU Shanshan. Aeroengine modeling and simulation based on MATLAB/simulink[J]. Mechanical Engineering & Automation,2019(2): 48-50,53. (in Chinese doi: 10.3969/j.issn.1672-6413.2019.02.019
ZHU Shanshan. Aeroengine modeling and simulation based on MATLAB/simulink[J]. Mechanical Engineering & Automation, 2019(2): 48-50, 53. (in Chinese) doi: 10.3969/j.issn.1672-6413.2019.02.019
|
| [15] |
张书刚,郭迎清,陆军. 基于GasTurb/MATLAB的航空发动机部件级模型研究[J]. 航空动力学报,2012,27(12): 2850-2856. ZHANG Shugang,GUO Yingqing,LU Jun. Research on aircraft engine component-level models based on GasTurb/MATLAB[J]. Journal of Aerospace Power,2012,27(12): 2850-2856.
ZHANG Shugang, GUO Yingqing, LU Jun. Research on aircraft engine component-level models based on GasTurb/MATLAB[J]. Journal of Aerospace Power, 2012, 27(12): 2850-2856.
|
| [16] |
刘浩,韩晶. MATLAB R2018a完全自学一本通[M]. 北京: 电子工业出版社,2019. LIU Hao,HAN Jing. MATLAB R2018a is a completely self-taught all-in-one book[M]. Beijing: Publishing House of Electronics Industry,2019. (in Chinese
LIU Hao, HAN Jing. MATLAB R2018a is a completely self-taught all-in-one book[M]. Beijing: Publishing House of Electronics Industry, 2019. (in Chinese)
|
| [17] |
吴永红,曾志高,邓彬. 基于惯性权重和学习因子动态调整的粒子群算法[J]. 湖南工业大学学报,2021,35(1): 91-96. WU Yonghong,ZENG Zhigao,DENG Bin. Particle swarm optimization algorithm based on dynamic adjustment of inertial weight and learning factors[J]. Journal of Hunan University of Technology,2021,35(1): 91-96. (in Chinese
WU Yonghong, ZENG Zhigao, DENG Bin. Particle swarm optimization algorithm based on dynamic adjustment of inertial weight and learning factors[J]. Journal of Hunan University of Technology, 2021, 35(1): 91-96. (in Chinese)
|
| [18] |
徐生兵. 基于动态调整惯性权重下改进学习因子的粒子群算法[J]. 信息安全与技术,2014,5(4): 26-28. XU Shengbing. A new modified acceleration coefficient in PSO base on dynamic adjustment of inertia weights[J]. Information Security and Technology,2014,5(4): 26-28.
XU Shengbing. A new modified acceleration coefficient in PSO base on dynamic adjustment of inertia weights[J]. Information Security and Technology, 2014, 5(4): 26-28.
|
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