• Title/Summary/Keyword: Optimal driving

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Car-following Motion Planning for Autonomous Vehicles in Multi-lane Environments (자율주행 차량의 다 차선 환경 내 차량 추종 경로 계획)

  • Seo, Changpil;Yi, Kyoungsu
    • Journal of Auto-vehicle Safety Association
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    • v.11 no.3
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    • pp.30-36
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    • 2019
  • This paper suggests a car-following algorithm for urban environment, with multiple target candidates. Until now, advanced driver assistant systems (ADASs) and self-driving technologies have been researched to cope with diverse possible scenarios. Among them, car-following driving has been formed the groundwork of autonomous vehicle for its integrity and flexibility to other modes such as smart cruise system (SCC) and platooning. Although the field has a rich history, most researches has been focused on the shape of target trajectory, such as the order of interpolated polynomial, in simple single-lane situation. However, to introduce the car-following mode in urban environment, realistic situation should be reflected: multi-lane road, target's unstable driving tendency, obstacles. Therefore, the suggested car-following system includes both in-lane preceding vehicle and other factors such as side-lane targets. The algorithm is comprised of three parts: path candidate generation and optimal trajectory selection. In the first part, initial guesses of desired paths are calculated as polynomial function connecting host vehicle's state and vicinal vehicle's predicted future states. In the second part, final target trajectory is selected using quadratic cost function reflecting safeness, control input efficiency, and initial objective such as velocity. Finally, adjusted path and control input are calculated using model predictive control (MPC). The suggested algorithm's performance is verified using off-line simulation using Matlab; the results shows reasonable car-following motion planning.

Research on the Lubrication Characteristics of Driving Modules (구동 모듈 감속기 윤활 특성에 관한 연구)

  • Kim, EunKyum;Kim, HyunChan;Park, JunYoung
    • Tribology and Lubricants
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    • v.38 no.2
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    • pp.70-72
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    • 2022
  • In this study, we report on a power system developed as a decelerator for a driving module in an electric vehicle. The system is to be mounted in a limited space. The research focus was on development of miniaturization, light weight, and high power density. In particular, we aimed to minimize the layout of existing external components as integrated or built-in, and to maximize the power density by applying optimal cooling technology to increased requirements for developing modular power systems applicable to various OEM models. South Korean automakers ranked fourth in global electric-vehicle sales in 2020, but domestic sales are relatively slow. Despite government's expansion in subsidies for eco-friendly cars, consumers are delaying purchases after 2021 considering the cost-effectiveness of electric vehicles. In major European markets, the demand for electric vehicles exceeded the demand for diesel cars, and sales of hybrid cars, which used to represent eco-friendly cars, are slowing down as Toyota, started selling electric vehicles. In this study, the internal lubrication characteristics of a decelerator installed in an electric vehicle were analyzed in terms of the deceleration time while driving. By selecting the proper oil and oil viscosity, it was confirmed that there is no problem in lubricating the bearings and gears of the decelerator.

OPTIMAL TORQUE MANAGEMENT STRATEGY FOR A PARALLEL HYDRAULIC HYBRID VEHICLE

  • Sun, H.;Jiang, J.H.;Wang, X.
    • International Journal of Automotive Technology
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    • v.8 no.6
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    • pp.791-798
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    • 2007
  • The hydraulic hybrid vehicle(HHV) is an application of hydrostatic transmission technology to improve vehicle fuel economy and emissions. A relatively lower energy density of hydraulic accumulator and complicated coordinating operations between two power sources require a special energy management strategy to maximize the fuel saving potential. This paper presents a new type of configuration for parallel HHV to minimize the disadvantages of the hydraulic accumulator, as well as a methodology for developing an energy management strategy tailored specially for PHHV. Based on an analysis of the optimal energy distribution between two power sources over a representative urban driving cycle with a Dynamic Programming(DP) algorithm, a fuzzy-based optimal torque management strategy is designed and developed to control the torque distribution. Simulation results demonstrates that the optimal torque management strategy maximizes the advantages of this hybrid type of configuration, and the high power density characteristics of hydraulic technology effectively improve the robustness of the energy management strategy and fuel economy of the PHHV.

Optimal Control for Synchronizing Positions of Multi-Axis Driving System with Cross-Coupled Structure (다축 구동 시스템의 교차식 구조를 이용한 최적 위치동기 제어)

  • 주백석;김성수;홍대희;박진무;조태연
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.271-274
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    • 2001
  • The present paper deals with the development of digital contouring controller for multiaxial servosystem. Instead of coordinating the commands to the individual feed drives and implementing closed position loop control for each axis, this work is achieved by the evaluation of a optimal cross-couple compensator aimed specifically at improving contouring accuracy in multi-axial feed drives. The optimal control formulation explicitly includes the contour error in the performance index to be minimized. The contouring control is simulated for straight line. The results show that the proposed controller reduces contouring errors considerably, as compared to the conventional uncoupled control for biaxial systems.

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Optimal Design of Battery of Fuel Cell Electric Vehicle Based on Fuel Cell Dynamic Characteristic Model (연료전지 과도 특성 모델링 기반 FCEV용 배터리 용량 최적 설계)

  • Ko, Jeong-Min;Kim, Jong-Soo;Lee, Young-Kuk;Lee, Byung-Kuk
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.9
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    • pp.1714-1719
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    • 2009
  • In this paper, methodology of battery optimal designing is proposed. Fuel cell model including dynamic characteristic is developed and load model is produced by considering driving schedule. Using these models, required energy of load and supplying energy from fuel cell are analyzed by comparing simulation results. Also parameter of fuel cell model is changed variously and battery capacity is calculated in each cases. And methode of battery optimal designing is presented by regarding dynamic characteristic of fuel cell.

Optimal Operation of a Switched Reluctance Motor using Choppingless Excitating (쵸핑없는 여자를 사용한 스윗치드 리럭탄스 전동기의 최적운전에 관한 연구)

  • Kwon, Young-Ahn
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.43 no.5
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    • pp.747-752
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    • 1994
  • The switched reluctance motor has high efficiency over a wide range of speed and torque. However the switched reluctance motor exhibit comparatively low efficiency in the chopped excitation which produces additional inverter losses. This paper examines the optimal efficiency operation using choppingless excitation under the changed supply voltage. The excitation is designed to produce the required torque and speed satisfying the optimal efficiency in a nonlinear switched reluctance motor. The optimal algorithm is applied to 119 operation points which are chosen over the full range of driving torque and speed. The result in this paper indicate the improved efficiency comparing to the efficiency obtained by both switched and chopped excitataions under a fixed supply voltage.

Use of a Driving Simulator to Determine Optimum VMS Locations for Freeway Off-ramp Traffic Diversion (Driving Simulator를 이용한 유출지점 경로안내용 VMS 적정 설치 위치 결정에 관한 연구)

  • Oh, Cheol;Kim, Tae-Hyung;Lee, Jae-Joon;Lee, Soo-Beom;Lee, Chung-Won
    • Journal of Korean Society of Transportation
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    • v.26 no.1
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    • pp.155-164
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    • 2008
  • Variable Message Signs (VMS) is one of the major components for Intelligent Transport Systems (ITS) services that provides real-time traffic and incident information to drivers. The objective of this research was to develop a method determining the optimal location of VMS considering safety and driving characteristics of various drivers. A driving simulator was utilized to evaluate how drivers can safely exit to off-ramp depending on various VMS locations while information relating route diversion was provided. The binary logistic regression and factor analysis were applied in developing a probability model that predicts the success of safe off-ramp exiting. Based on the developed probability model, a method to estimate the spacing between VMS and off-ramp is suggested. It is expected that the products of this study would be utilized as a tool in determining VMS locations for ITS planners and designers.

Development and Evaluation of 3-Axis Gyro Sensor based Servo motion control (3-Axis Gyro Sensor based on Servo Motion Control 장치의 성능평가기준 및 시험규격개발)

  • Lee, WonBu;Chang, Chulsoon;Kim, JeongKuk;Park, Soohong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.05a
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    • pp.627-630
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    • 2009
  • The combination of the marine use various multi sensor surveillance system technology with the development of servo motion control algorithm and gyro sensor in six freedom motion is implemented to analyze the movement response. The stabilization of the motion control is developed and Nano driving Precision Pan-Tilt/Gimbal system is obtained from the security positioning cameras with ultra high speed device is used to carry out the exact behavior of the device. The exact behavior will be used to make a essential equipment. Finally the development of the Nano Driving Multi Sensor, Nano of Surveillance System Driving Precision Pan-Tilt/Gimbal optimal design and production, 3-aix Gyro Sensor based with Servo Motion Control algorithm development, Image trace video software and hardware tracking the development is organized and discuss in details. The development of the equipment and the system integration are fully experimented and verified.

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