• Title/Summary/Keyword: data-driver

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Engine Performance and Combustion Characteristics on The Variation of Injection Characteristics in Diesel Engine with Common Rail System (디젤엔진에서 Common-rail 시스템의 분사방법에 따른 기관성능 및 연소특성에 관한 실험적 연구)

  • 백두성;오상기;한영출
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.4
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    • pp.52-57
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    • 2003
  • Common rail injection system is flexible in injection timing, injection duration and pressure in engine. Many researches have reported on the merits in the application of common rail systems. This research investigated on characteristics and performance for single cylinder diesel engine with a common .ail injection system by varying major parameters such as injection timing, injection duration and common rail pressure. The injection timing and injection duration were controlled by electronic pulse generated. and common rail pressure were controlled by PCV driver. The 498cc single cylinder diesel engine was used in this experiment. All data for combustion pressure, injection timing and injection duration were recorded by Labview. Furthermore, this test was focused on how to optimize injection conditions.

The Potential Driving Behavior Analysis of Novice Driver using a Driving Simulator (차량시뮬레이터를 이용한 초보운전자의 잠재적 운전행동 분석)

  • Lee, Sang-Ro;Kim, Joong-Hyo;Lee, Nam-Yong;Park, Young-Soo
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.33 no.4
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    • pp.1591-1601
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    • 2013
  • In this study, It is conducted for novice drivers about driving behavior and psychological characteristics analysis to reduce traffic accident risk and provide the basic data of education program development. Therefore, this study classified by the category-specific characteristics and hazard prediction through survey of the novice driver and unpredictable behavior and psychological characteristics were studied. The novice and general characteristics and driving behavior with vehicle simulators, comparison and analysis of the novice driver traffic safety education basic research direction based on the statistical results. Prediction the results of this study, the Hazard of the driver, speeding, traffic violation, information providing omission, abrupt change, the number of accidents in all areas novice driver is high compared to the general driver. In addition, Novice driver showed a statistically significant level of Hazard compared to the general driver target novice drivers and the general ability to predict Hazard of violation, abrupt change, and a number of traffic accidents were omitted level of speeding and other information providing level drivers all showed similar results. Vehicle simulator. The experimental results showed that novice drivers compared to drivers poorly overall driving performance. It showed a notable difference in the number of collisions, especially novice drivers compared to drivers in complex road traffic conditions due to a lack of driving experience and learning ability are considered.

A Study on Design and Implementation of Driver's Blind Spot Assist System Using CNN Technique (CNN 기법을 활용한 운전자 시선 사각지대 보조 시스템 설계 및 구현 연구)

  • Lim, Seung-Cheol;Go, Jae-Seung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.2
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    • pp.149-155
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    • 2020
  • The Korea Highway Traffic Authority provides statistics that analyze the causes of traffic accidents that occurred since 2015 using the Traffic Accident Analysis System (TAAS). it was reported Through TAAS that the driver's forward carelessness was the main cause of traffic accidents in 2018. As statistics on the cause of traffic accidents, 51.2 percent used mobile phones and watched DMB while driving, 14 percent did not secure safe distance, and 3.6 percent violated their duty to protect pedestrians, representing a total of 68.8 percent. In this paper, we propose a system that has improved the advanced driver assistance system ADAS (Advanced Driver Assistance Systems) by utilizing CNN (Convolutional Neural Network) among the algorithms of Deep Learning. The proposed system learns a model that classifies the movement of the driver's face and eyes using Conv2D techniques which are mainly used for Image processing, while recognizing and detecting objects around the vehicle with cameras attached to the front of the vehicle to recognize the driving environment. Then, using the learned visual steering model and driving environment data, the hazard is classified and detected in three stages, depending on the driver's view and driving environment to assist the driver with the forward and blind spots.

A Driver Space Design of Passenger Vehicle using Forward Kinematics Model (Forward Kinematics 모델을 이용한 자동차 운전공간의 설계)

  • Jeong, Seong-Jae;Park, Min-Yong
    • Journal of the Ergonomics Society of Korea
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    • v.21 no.2
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    • pp.47-58
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    • 2002
  • This research suggested the mathematical model (forward kinematics method) to provide the reference points of driver space more easily and accurately in designing the package layout of vehicle interiors. For this purpose, the lengths of body segments of drivers and various joint angles occurred while were used. The length data between joints for the mathematical model were extracted from $SAFEWORK^{\circed{R}}$ as well as 95th percentile male and 5th percentile female body dimensions were utilized. In addition, the angles of body segments were applied on its diverse values within proper ranges in order to compare them each other. the mathematical model in this study was based on the concept of converting polar coordinate system to Cartesian coordinate system so that reference points of driver space were acquired in Cartesian coordinate system after using the segment lengths of drivers and the joint angles of driving postures as an input of polar coordinate system. It is expected that reference points of driver space obtained from this research are helpful to the study on package layout that is appropriate for physical characteristics of drivers.

A Study on the Analysis of Safe Driving Behavior on Curve Section by Curve Radius and Road Surface Condition (곡선반경과 노면상태에 따른 곡선구간 안전주행 행태분석)

  • Kim, Keun-Hyuk;Lim, Joon-Bum;Lee, Soo-Beom;Kim, Joo-Hee;Kim, Sun-Mi
    • Journal of the Korean Society of Safety
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    • v.27 no.5
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    • pp.211-218
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    • 2012
  • Two experiment are planed to identify driver's safe driving behaviour by curve radius, road surface condition in curve section. At four-lane and two-lane road, conducted experiments are check on driver's feeling of safety that 30 subjects do not feel discomfort. And using the data from these experiments, this study compare physical speed (not slipping, fall our of the road) with safety driving speed(drivers felt a comfortable and safe speed) each curve radius and fiver road surface condition(drying, wet, rain, snow and ice). As a result, safe driving behaviour factors that are derived to curve radius of 100m units, five road surface conditions enable to represent quantitative analysis of driver's discomfort. This study will develop road design method and evaluation reflected ergonomic aspects.

The Sinusoidal Ministep Drive Technique

  • Ukakimaparn, P.;Pongswatd, V.;Kummool, S.;Sriratana. W.
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.466-466
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    • 2000
  • This paper presents the sinusoidal current ministep technique to drive stepping motor. The stepping motor is coupling to the increment encoder to detect the position and speed of the stepping motor. The data from the encoder is decoded to sine and cosine signal and fed to the driver system. The driver system has two loops control, the inner loop and the outer loop. The inner loop is used to control the rotating of the stepping motor and the outer is used to control the speed of the motor. The rotating of the stepping motor is controlled with the sinusoidal signal. The test results of the inner loop control can control the revolution of the stepping motor is smooth and continuously with similar to the DC motor. The outer loop uses to control the speed of the stepping motor with control the DC voltages apply to the driver. The DC voltages that apply to the driver is controlled by the AC-DC converter The test results of the outer loop control, it can control the speed of motor which is provide the any load in the design.

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An Extent Estimation Caused by Road Sign Using Graphic Theory (그래프이론을 이용한 도로표지의 혼란정도 평가)

  • Chong, Kyu-Soo
    • International Journal of Highway Engineering
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    • v.14 no.2
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    • pp.157-164
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    • 2012
  • Road signs serve guide informations for efficient traffic control and are regulated by Road Sign Regulation. But few road managers break the regulation because of civil complaint and cause driver's confusion. Also, as promote the road name guide signs and the new road signs on expressway, the driver's confusion being increased. This study analysis factors of driver's confusion, calculates limited information on road signs and specifies modes of driver's confusion caused by road signs. The traffic accident data during 3 years is calculated in order to see how much intimate connection between the road sign confusion and the traffic.

Comparison of Kinematic Variables of the Club Head, Golf Ball and Body Alignment according to Swing Plane during Golf Driver Swing (골프 드라이버 스윙 시 스윙 플레인에 따른 클럽 헤드 및 골프볼의 운동학적 변인과 신체 정렬 변인의 비교 분석)

  • Young-Tae, Lim;Moon-Seok, Kwon;Jae-Woo, Lee
    • Korean Journal of Applied Biomechanics
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    • v.32 no.4
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    • pp.147-152
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    • 2022
  • Objective: The purpose of this study was to analyze the effects of club head and golf ball kinematics and body alignment according to the swing plane during golf driver swing. Method: Sixteen college golfers participated in this study. Kinematic data of the club head and golf ball were collected using golf swing analysis system (Trackman Ver. 3e). The body alignment variables were collected using 8 motion capture system. An Independent samples t-test was used for comparison between the Out-to-In group and In-to-Out group, and the statistical significance level was set at .05. Results: For the club head related variables, club path and club face angle showed higher values in Out-to-In swing plane than In-to-Out swing plane. For the kinematic variables of the golf ball, the total distance showed a higher value in the In-to-Out swing plane than that of the Out-to-In swing plane. For the body alignment, the In-to-Out swing plane showed higher values than the Out-to-In swing plane for the pelvis rotation angle and trunk rotation angle. Conclusion: This study suggest that it would be more effective to use the In-to-Out swing plane for increasing the total distance during the golf driver swing.

Development of LTPS-integrated gate driver circuit for OCB-mode LCD panel (OCB 모드 LCD 패널을 위한 LTPS 집적 게이트 구동 회로 개발)

  • Ryu, Jee-Youl;Noh, Seok-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2007.06a
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    • pp.528-531
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    • 2007
  • This paper presents development of a 4-inch WVCA OCB (Optical Compensated Bend)-mode display panel. The developed panel has a built-in circuit of the LTPS (low temperature poly-Si)-integrated gate driver circuit with the function of black data insertion. The function of black data insertion makes it possible to realize rapid response time of 4ms and wide viewing angle of $160^{\circ}$. We also applied the RGBW pixel structure for the brighter image with relatively low power consumption. The developed panel showed improved optical efficiency and driving capability of stable image quality for OCB mode. We developed high efficiency OCB-mode panel with built-in integrated gate driver circuit using LTPS on panel without any external driver IC.

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Implementation of a Vehicle Monitoring System using Multimodal Information (다중 정보를 활용하는 차량 모니터링 시스템의 구현)

  • Park, Su-Wan;Son, Jun-U
    • Journal of Korean Society of Transportation
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    • v.29 no.3
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    • pp.41-48
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    • 2011
  • In order to detect driver's state in a driver safety system, both overt and covert measures such as driving performance, visual attention, physiological arousal and traffic situation should be collected and interpreted in the driving context. In this paper, we suggest a vehicle monitoring system that provides multimodal information on a broad set of measures simultaneously collected from multiple domains including driver, vehicle and road environment using an elaborate timer equipped as a soft synchronization mechanism. Using a master timer that records key values from various modules with the same master time of short and precise interval, the monitoring system provides more accurate context awareness through synchronized data at any given time. This paper also discusses the data collected from nine young drivers performing a cognitive secondary task through this system while driving.