• Title/Summary/Keyword: Automatic Driving

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An Application of Data Mining Techniques in the Driving Pattern Analysis (데이터마이닝을 이용한 운행패턴 분석방법에 대한 연구)

  • Kim, Hyun-Suk;Choi, Jong-Woo;Kim, Dae-Woo;Park, Ho-Sung;Noh, Sung-Kee;Park, Cheong-Hee
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.8 no.6
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    • pp.1-12
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    • 2009
  • Recently, as the importance of Economical Driving has been gradually growing up, the needs for research on automatic analysis of driving patterns that will ultimately provide drivers the methods for Economical Driving have been increasingly risen. Based on this purpose, we have executed two things in this paper. First, we have collected overall driving information such as date, distance, driving time, speed, idle time, sudden acceleration/deceleration count, and the amount of fuel consumption. Second, we have analyzed the influences of driving patterns on economical driving by employing the data mining techniques. These results can be applied in preventing bad driving patterns which will have consequently bad effects on Economical Driving in two aspects: by presenting some information on the terminal of the vehicles such as idle time, over-speed time, sudden acceleration/deceleration count continuously and by providing the drivers with alert information when the idle time ratio and the over-speed time ratio are excessive.

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Development of Autonomous Driving Electric Vehicle for Logistics with a Robotic Arm (로봇팔을 지닌 물류용 자율주행 전기차 플랫폼 개발)

  • Eui-Jung Jung;Sung Ho Park;Kwang Woo Jeon;Hyunseok Shin;Yunyong Choi
    • The Journal of Korea Robotics Society
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    • v.18 no.1
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    • pp.93-98
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    • 2023
  • In this paper, the development of an autonomous electric vehicle for logistics with a robotic arm is introduced. The manual driving electric vehicle was converted into an electric vehicle platform capable of autonomous driving. For autonomous driving, an encoder is installed on the driving wheels, and an electronic power steering system is applied for automatic steering. The electric vehicle is equipped with a lidar sensor, a depth camera, and an ultrasonic sensor to recognize the surrounding environment, create a map, and recognize the vehicle location. The odometry was calculated using the bicycle motion model, and the map was created using the SLAM algorithm. To estimate the location of the platform based on the generated map, AMCL algorithm using Lidar was applied. A user interface was developed to create and modify a waypoint in order to move a predetermined place according to the logistics process. An A-star-based global path was generated to move to the destination, and a DWA-based local path was generated to trace the global path. The autonomous electric vehicle developed in this paper was tested and its utility was verified in a warehouse.

Effective Route Decision of an Automatic Moving Robot(AMR) using a 2D Spatial Map of the Stereo Camera System

  • Lee, Jae-Soo;Han, Kwang-Sik;Ko, Jung-Hwan
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.20 no.9
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    • pp.45-53
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    • 2006
  • This paper proposes a method for an effective intelligent route decision for automatic moving robots(AMR) using a 2D spatial map of a stereo camera system. In this method, information about depth and disparity map are detected in the inputting images of a parallel stereo camera. The distance between the automatic moving robot and the obstacle is detected, and a 2D spatial map is obtained from the location coordinates. Then the relative distances between the obstacle and other objects are deduced. The robot move automatically by effective and intelligent route decision using the obtained 2D spatial map. From experiments on robot driving with 240 frames of stereo images, it was found that the error ratio of the calculated distance to the measured distance between objects was very low, 1.52[%] on average.

Implementation of Automatic Car Parking System using vision processing and DS-SS communication system (영상처리와 DS-SS통신 방식을 이용한 Automatic Car Parking System 구현)

  • Kim, Dae-Cheon;Bong, Byung-Eun;Lim, Myoung-Seob
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.78-80
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    • 2005
  • The pattern recognition of automobile and parking line for the automatic car parking system was processed based on statistical method for reducing the processing time. The command of driving for parking at the vacant parking lot was transmitted from processor to motor driven actuator using direct sequence spread spectrum communication, which enables the multiple transmission in CAN(controller area network). The test-bed which has CCD camera, processor, radio transceiver and FPGA was implemented and demonstrated to be operated well.

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Investigation of Automatic Power Switching System in Dead Section Depending on Train Mileage (열차거리에 따른 절연구간 무접전 자동 통과시스템의 검토)

  • Kim, Kang-Hoi;Han, Moon-Seob;Jang, Dong-Uk;Chang, Sang-Hoon;Lee, Jea-Ho
    • Proceedings of the KSR Conference
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    • 2010.06a
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    • pp.1878-1884
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    • 2010
  • Currently in Korea, neutral sections in front of substations and sectioning posts are greatly divided into AC/DC sections and AC/AC sections. Considering catenary damage and safety issues trains pass crossover by coasting driving at notch-off. However in cases of Japan, China, or Taiwan, the usage of automatic crossover system makes it possible to pass at notch-on, enhancing high-speed railway operation for efficiency, and stability. These are the purposes of developing automatic power crossover system in neutral sections. This paper introduces two methods to detect the position of a train required to activate automatic crossover systems in neutral sections. The optimal method is expected in terms of the distance of neutral section.

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Modeling of the Powertrain System and the Vehicle Body for the Analysis of the Driving Comfortability (승차감 해석을 위한 동력전달계와 차량계의 모델링)

  • Park, Jin-Ho;Lee, Jang-Mu;Jo, Han-Sang;Gong, Jin-Hyeong;Park, Yeong-Il
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.24 no.4 s.175
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    • pp.926-936
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    • 2000
  • Actual and strict definition of the shift quality for the powertrain system equipped an automatic transmission must be understood through the acceleration change of the vehicle body, which the driver directly feels as a shift shock. For this reason, it is necessary to concurrently analyze the characteristics of the powertrain system and the vehicle body. This paper presents the mathematical model of the vehicle body, which is based on the equivalent lumped system, to append to the developed model of the powertrain system. The concept of tire slip is also introduced for the experimental relationship between tire/road and driving force. Using the developed dynamic simulation programs, shift transients characteristics are analyzed. Theoretical results are compared with experimental ones from real car tests in equal conditions in order to prove the validity of presented model. In these tests, the system to measure the vehicle acceleration is used with various speeds and engine throttle sensors. It is expected that the presented modeling techniques can provide good predictions of the vehicle driving comfortability.

Design and Implementation of PLC Automatic Welding System with Power-saving (전력 절약형 PLC 자동용접 시스템 설계 및 구현)

  • Yang, Young-Joon
    • Journal of Energy Engineering
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    • v.24 no.3
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    • pp.6-12
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    • 2015
  • The welding technology has been used in almost all industries such as automotive, shipbuilding, power plants and industrial machinery. In this study, the design and implementation of PLC $CO_2$ welding automation system were investigated. For these purposes, the structure analysis for driving supporter was performed and specification of automatic voltage regulator, mutual interface of system and circuit diagram were designed in order to contrive power-saving system. As the results, the stability of design for driving supporter could be convinced by numerical analysis and PLC automatic welding system was suitable for welding automation of structural-manufacturing factory capable of producing various and small amount products. Therefore, it was confirmed that PLC $CO_2$ welding automation system could contribute to productivity, stable quality and power-saving.

Development of Agriculture Auto Hose Reel by using Wheeled Mobile Robot (바퀴구동 로봇을 이용한 농업용 자동 호스 릴 장치 개발)

  • Kim, Kyoung-Chul;Ko, Min-Hyuc;Ryuh, Beom-Sahng
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.3
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    • pp.1299-1304
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    • 2014
  • This paper is a study for developing an agriculture automatic hose reel of mobile robot. One of the important works in farming is pesticide spraying because it is related to the growth of crops. Therefore, we develop an automatic reel hose and mobile robot. Conducting kinematic analysis of steering performance, the mobile robot is designed to move smoothly even in a small space, and that is verified by simulation. To increase supplying accuracy of the automatic hose reel, the mobile robot use detecting tension mechanism on a hose and a device for the hose deployment. We conduct performance and on-farm evaluation. This system has been maximum speed of 2.5m/s, driving accuracy of ${\pm}0.18^{\circ}$ and driving safety speed of 2m/s. The system would solve an aging population and shortage of workforce in agriculture.

Analysis on Wheel Load and Lateral Force in Curve Section Between the Boost and Traction Driving Mode (추진운전 및 견인운전에 따른 곡선부 궤도부담력 비교 분석)

  • Lee, Syeung-Youl;Kim, Nam-Hong;Lee, Seok-Young
    • Proceedings of the KSR Conference
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    • 2011.10a
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    • pp.365-373
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    • 2011
  • In general, when train drives boost and traction mode, force of delivering to the track was difference between boost and traction driving mode. But, in korea, we've never performed that measure the track wheel load and lateral force while boost and traction driving. This study measured wheel load and lateral force using combination of 7200type locomotive and six freight car. And the train used single and automatic brake. The train drives boost and traction mode. In order to the difference radius of curve, we had measured at 3 point in the curve of turnout.

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Implementation of Drowsiness Driving Warning System based on Improved Eyes Detection and Pupil Tracking Using Facial Feature Information (얼굴 특징 정보를 이용한 향상된 눈동자 추적을 통한 졸음운전 경보 시스템 구현)

  • Jeong, Do Yeong;Hong, KiCheon
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.5 no.2
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    • pp.167-176
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    • 2009
  • In this paper, a system that detects driver's drowsiness has been implemented based on the automatic extraction and the tracking of pupils. The research also focuses on the compensation of illumination and reduction of background noises that naturally exist in the driving condition. The system, that is based on the principle of Haar-like feature, automatically collects data from areas of driver's face and eyes among the complex background. Then, it makes decision of driver's drowsiness by using recognition of characteristics of pupils area, detection of pupils, and their movements. The implemented system has been evaluated and verified the practical uses for the prevention of driver's drowsiness.