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A Dynamic Programming based Fuzzy Logic Energy Management Strategy for Series-parallel Hybrid Electric Vehicles

Gui-Bin Sun, Yi-Jui Chiu, Jinghui Cao, Yao Wang
2019 Journal of Information Hiding and Multimedia Signal Processing  
The series-parallel hybrid electric vehicles (HEVs) can reduce vehicle fuel consumption and exhaust emissions.  ...  It shows that the fuzzy control based on the global optimal design has a significant improvement in fuel economy and emissions compared with the traditional fuzzy control.  ...  In this way, the optimal control variables of the HEVs are obtained. Xu and Lin [8] proposed a new hybrid power configuration for hybrid electric vehicles with different control strategies.  ... 
dblp:journals/jihmsp/SunCCW19 fatcat:vykjk4fmijcmnbtqzlp7kecz2i

Energy Management of Plug-in Hybrid Electric Vehicle Based on Fuzzy Logic Control

FUXING YAO
2017 DEStech Transactions on Engineering and Technology Research  
In order to optimize the energy distribution of plug-in hybrid electric vehicle (PHEV) and improve the fuel economy and discharge performance of PHEV, a double fuzzy controller composed of two sets of  ...  The simulation results show that the energy management strategy with optimized fuzzy logic control can effectively reduce the fuel consumption and exhaust emissions.  ...  A supervisory control strategy for plug-in hybrid electric vehicles based on energy demand prediction and route preview is proposed to optimally distribute the energy between the engine and the motor on  ... 
doi:10.12783/dtetr/icvmee2017/14649 fatcat:dhv4aqnc7ja4rcvcxhqod7eiwe

Plug-in Electric Vehicle Connected to Nano-Grid without Storage System

V. Mounika, PG Scholar, CVR College of Engineering/EEE Department, Hyderabad, India, Dr. S. Venkateshwarlu, Professor, CVR College of Engineering/EEE Department, Hyderabad, India
2019 CVR Journal of Science & Technology  
Fuzzy-Logic shall determine the participation factor/ranking of each vehicle and is communicated to the CLOUD.  ...  Vehicle-to-Grid (V2G) describes a system in which plug-in electric vehicles, such as Battery Electric Vehicles (BEV), Plug-in Hybrid Electric Vehicles (PHEV) communicate with the power grid to sell demand  ...  FUZZY LOGIC CONTROL SYSTEM Fuzzy Logic Fuzzy logic is a multi-value system for its member elements in the range between 0 and 1.  ... 
doi:10.32377/cvrjst1717 fatcat:vsatdrwmandunndftjchwqq7qy

Torque Split Strategy for Parallel Hybrid Electric Vehicles with an Integrated Starter Generator

Zhumu Fu, Aiyun Gao, Xiaohong Wang, Xiaona Song
2014 Discrete Dynamics in Nature and Society  
This paper presents a torque split strategy for parallel hybrid electric vehicles with an integrated starter generator (ISG-PHEV) by using fuzzy logic control.  ...  (FLC) with relevant fuzzy rules has been developed to determine the optimal torque distribution among the ICE, the ISG, and the electric motor/generator (EMG) effectively.  ...  Acknowledgments The authors would like to thank the anonymous reviewers for their constructive and insightful comments for further improving the quality of this note.  ... 
doi:10.1155/2014/793864 fatcat:wuzgod43anbsxmihz7rfzaablm

Fuzzy Logic Control Strategy for Parallel Hybrid Excavator

Miao Xu, Dingxuan Zhao, Tianyu Li
2016 International Journal of Smart Home  
The simulation and bench test results demonstrated that the proposed fuzzy logic based control strategy can maintain the balanced electric quantity of the capacitor while controlling the engine to be operated  ...  To optimize the fuel economy of the engine and maintain the balanced electric quantity of power batteries simultaneously, a fuzzy logic based strategy was proposed to control the power train of the 20t  ...  Unlike the control methods based on the logic threshold value, the fuzzy logic based control strategy embeds the knowledge base of expert system into the fuzzy controller in the form of control rules,  ... 
doi:10.14257/ijsh.2016.10.8.06 fatcat:e4wolma7rrdfpbceia5j2yzwbm

Coordinated control strategies for a full hybrid electric vehicle with single motor during mode changes

Bo Du, Datong Qin, N.A. Yang
2016 International journal of electric and hybrid vehicles  
., Qin, D. and Yang, Y. (2016) 'Coordinated control strategies for a full hybrid electric vehicle with single motor during mode changes', Int.  ...  This paper presents the coordinated control strategies for a full hybrid vehicle with single motor during mode changes.  ...  The Mamdani method is also applied for fuzzy inference. Table 3 presents the fuzzy logic rule base of the second FLC for . P ∆ The number of fuzzy inference rules is 25.  ... 
doi:10.1504/ijehv.2016.076958 fatcat:q2t5n6bayber5es77evrsj3bui

Back-to-back Competitive Learning Mechanism for Fuzzy Logic based Supervisory Control System of Hybrid Electric Vehicles

Ji Li, Quan Zhou, Huw Williams, Hongming Xu
2019 IEEE transactions on industrial electronics (1982. Print)  
Ji Li, Member, IEEE, Quan Zhou, Member, IEEE, Huw Williams, and Hongming Xu* Back-to-back Competitive Learning Mechanism for Fuzzy Logic based Supervisory Control System of Hybrid Electric Vehicles TABLE  ...  [29] to develop a continuous control strategy for hybrid electric buses.  ... 
doi:10.1109/tie.2019.2946571 fatcat:q27hztpwxncqfdxvviaqqu6uji

Modeling And Simulation Of Torque Distribution Control Strategy For A Series-Parallel Hybrid Electric Bus

Yicun Xu, Shouchen Pan, Dongchen Qin, Yingjia Wang
2015 ECMS 2015 Proceedings edited by: Valeri M. Mladenov, Petia Georgieva, Grisha Spasov, Galidiya Petrova  
Combined with the characteristics of vehicle operation, a torque distribution control strategy based on logic threshold method for a series-parallel hybrid electric bus is proposed to improve the vehicle's  ...  Compared with the real vehicle test data, the control strategy can reduce the fuel consumption by 6.2% on the basis of guaranteeing the vehicle's dynamic performance, which achieves the design goals.  ...  ACKNOWLEDGEMENTS The study is supported by the Transformation Project of the 2012 National Major Scientific and Technological Achievements:"Development and Industrialization of the Depth Hybrid Electric  ... 
doi:10.7148/2015-0081 dblp:conf/ecms/XuPQW15 fatcat:m5pu6ojmojfglhxmnuk5mzlb3m

Driver-identified Supervisory Control System of Hybrid Electric Vehicles based on Spectrum-guided Fuzzy Feature Extraction

Ji Li, Quan Zhou, Yinglong He, Huw Williams, Hongming Xu
2020 IEEE transactions on fuzzy systems  
identified supervisory control system of hybrid electric vehicles based on spectrum-guided fuzzy feature extraction', IEEE Transactions on Fuzzy Systems.  ...  Moreover, some other type of fuzzy-logic-based control system are employed for HEV energy management such as neuro-fuzzy [28] , geneticfuzzy [29] and Takagi-Sugeno fuzzy [30] control systems.  ...  Driver-identified Supervisory Control System of Hybrid Electric Vehicles based on Spectrum- guided Fuzzy Feature Extraction Ji Li, Member, IEEE, Quan Zhou, Member, IEEE, Yinglong He, Huw Williams, and  ... 
doi:10.1109/tfuzz.2020.2972843 fatcat:lboxkmwkdjdehb74ld56cq3nwy

A novel fuzzy-logic based control strategy for a semi-active battery/super-capacitor hybrid energy storage system in vehicular applications

Yuan bin Yu, Xiugang Liu, Haitao Min, Huanli Sun, Lichao Xu, Ildar Batyrshin, Dragan S. Pamučar, Paolo Crippa, Feng Liu
2015 Journal of Intelligent & Fuzzy Systems  
In this paper, the equivalent fuel consumption during parallel-charging of a semi-active HESS in a series-parallel HEV under rule-based EMS was deduced, and a fuzzy-logic based (FLB) CS for the HESS was  ...  There are three major types: passive, semi-and fully-active in the development of Hybrid Electric Vehicles (HEVs), Electric Vehicles (EVs) and Fuel Cell Vehicles (FCV) [20, 21] .  ...  Yu et al. / A novel fuzzy-logic based control strategy Fig. 3 . 3 Optimum EM parallel charging power at 1840 rpm.  ... 
doi:10.3233/ifs-151960 fatcat:w4wwabgzerccbhcippfezwtp3y

Study on Fuzzy Energy Management Strategy of Parallel Hybrid Vehicle Based on Quantum PSO Algorithm

Yang Lihao, Wang Youjun, Zhu Congmin
2016 International Journal of Multimedia and Ubiquitous Engineering  
A fuzzy energy management strategy was designed for the single-axle parallel hybrid electric vehicles, and then the quantitative factor of the fuzzy logic controller was optimized by the quantum PSO algorithm  ...  In this paper, a fuzzy logic controller was designed for a certain type of hybrid tractor, and then the quantitative factor of the controller is optimized based on quantum particle swarm optimization (  ...  A simulation model of parallel hybrid electric tractor was established based on ADVISOR platform, and the optimized fuzzy logic control strategy module was embedded in the simulation model by the secondary  ... 
doi:10.14257/ijmue.2016.11.5.14 fatcat:jfxqnfwr6vbs5dlo4yr4xz5x74

Intelligent Energy Management in Hybrid Electric Vehicles [chapter]

Hamid Khayyam, Abbas Kouzani, Saeid Nahavandi, Vincenzo Marano, Giorgio Rizzoni
2010 Energy Management  
Intelligent energy management methods can observe and learn driver behavior, environmental and vehicle conditions, and intelligently control the operation of the hybrid electric vehicle.  ...  A Hybrid Electric Vehicle (HEV) takes advantage of an Internal Combustion Engine (ICE) and an Electric Motor (EM) to deliver fuel consumption and exhaust emission reduction.  ...  For example, neuro-fuzzy controllers use neural networks and fuzzy logic, whereas in a different hybrid system a neural network may be used to derive some parameters and a genetic algorithm may be used  ... 
doi:10.5772/39530 fatcat:pjecivlvnzcybjt4uy3fdacznm

Real-Time Energy Management Control for Hybrid Electric Powertrains

Mohamed Zaher, Sabri Cetinkunt
2013 Journal of Control Science and Engineering  
There are three main concepts for energy storing devices in hybrid vehicles: electric, hydraulic, and mechanical (flywheel).  ...  This paper focuses on embedded control of a hybrid powertrain concepts for mobile vehicle applications. Optimal robust control approach is used to develop a real-time energy management strategy.  ...  Yafu and Cheng [3] studied mild hybrid electric vehicles (HEV) with integrated starter generator (ISG).  ... 
doi:10.1155/2013/801237 fatcat:7an2txapp5awbloeg3vta2ph34

The Optimal Control of Fuel Consumption for a Heavy-duty Motorcycle with Three Power Sources Using Hardware-in-the-Loop Simulation

Wu, Xu
2019 Energies  
This study presents a simulation platform for a hybrid electric motorcycle with an engine, a driving motor, and an integrated starter generator (ISG) as three power sources.  ...  Control strategies called rule-based control (RBC) and equivalent consumption minimization strategy (ECMS) are simulated and compared with the purely engine-driven operation.  ...  Sunddararaj et al. proposed the proportional/integral and fuzzy logic control strategies for direct current DC/DC converters.  ... 
doi:10.3390/en13010022 fatcat:lwrxbizsrnfdrpobfmzsswox44

Real-Time Application Optimization Control Algorithm for Energy Management Strategy of the Hybrid Power System Based on Artificial Intelligence

Yanying Ma, Qiang Liu, Sang-Bing Tsai
2021 Mobile Information Systems  
The particle swarm algorithm module calls the dual source hybrid power system module through the sim function to convert the actual value input in the system into a fuzzy quantity suitable for fuzzy control  ...  Finally, the matching of the hybrid system is analyzed from the structure, component parameters, control strategy, and driving cycle of the vehicle.  ...  Figure 1 : 1 Figure 1: CAN topology design for hybrid electric vehicles.  ... 
doi:10.1155/2021/7666834 fatcat:xfzl5b3anbf5xlgl4bko6qapgi
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