• Title/Summary/Keyword: Driving pattern

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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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Modeling of the Optimal Operation Pattern for Energy Saving of The Trains (전동열차의 운행에너지 절감을 위한 최적 운행 패턴 모델링)

  • Kim, Jung-Hyun;Lee, Se-Hoon;Jun, Sang-Pyo
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.12
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    • pp.187-196
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    • 2014
  • In this paper, Minimize driving energy for operation within a defined distance yeokgan fixed time-resolved and determine the nature of the train is traveling, and to model mathematically. Urban rail car cruise in general by the PID controller is used instead of automatically tracking a target value while traveling in energy consumption to be minimized by using optimal control model railroad charyangreul was designed under real operating conditions the same. The actual track conditions apply to the minimum value or a separate listing of cars around the track facility without a driving energy of the automatic operation and to reduce the driving energy. Therefore, actual route chosen straight line 8 / gradient segment / curve for the measured data analysis, such as sections within the city-minute drive each section and presented how the trains to save energy, depending on the pattern of the train station in the region.

Vibration Analysis of Vehicle Seat Depending on Driving Condition (주행조건에 따른 자동차 시트 진동특성 연구)

  • Kang, Jae-Young;Kim, Key-Sun;Choi, Seok-Min;Choi, Tae-Jin
    • Transactions of the Korean Society of Automotive Engineers
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    • v.18 no.3
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    • pp.110-115
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    • 2010
  • This paper studies the vibration characteristics of a vehicle seat on several driving conditions. Modal test for a vehicle seat is conducted for the three different boundary conditions: on the rigid jig, BIW and the full vehicle. In driving on various road conditions and speeds, vibration level is measured at several locations including seat mounting and seat-back. The vibration pattern for each driving condition is found where the suspension mode and the 1st bending and torsion modes of the seat make the major contribution on it.

Analysis of contact force of pantograph for Korean-high speed train according to track conditions and driving patterns (선로조건 및 운전패턴에 따른 한국형 고속열차 판토그라프의 접촉력 특성 분석)

  • Mok, Jin-Yong;Kim, Young-Guk;Lee, Hi-Sung
    • Journal of Sensor Science and Technology
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    • v.14 no.6
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    • pp.438-443
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    • 2005
  • In this paper, we introduce the on-line test of the current collection characteristics for HSR 350x(Korea High Speed Train project) that have been performed in the Kyoung-bu high-speed line since 2002. Through the analysis of measured data during on-line test, the variation trends of contact force between pantograph and catenary according to the track conditions and driving patterns are reviewed. This study shows that the track conditions do not affect on the dynamic performance between pantograph and the driving patterns are important factors in determining the good interaction of them.

Design of A Driving Circuit for Plasma Display Panels (플라즈마 디스플레이 패널 구동회로의 설계)

  • Choi, Ill-Hoon;Kim, Jun-Hyung;Lim, Beong-Ha;Yu, Sang-Dae
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.554-557
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    • 2002
  • In this paper, PDP driving circuit is designed to show the pattern of still-image with ADS (Address Display Separation) driving method. The designed circuits consist of three stages which are the image processing program, digital logic parts, and power circuits. The Image processing program is designed serial-communication with RS-232C using BASIC language. Digital logic parts design ADS driving signals with Xilinx FPGA and are simulated by ModelSim 5.5f. Power circuits convert output of digital logic parts into high voltage which panel is drived.

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The Decision Algorithm for Driving inclnaction at incline load Using Moduled Neural Network (모듈 형태의 신경망을 이용한 경사 도로 주행시 운전성향 판단 알고리즘)

  • 김성주;강준영;김용택;서재용;전홍태
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2002.05a
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    • pp.256-259
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    • 2002
  • Recently, most vehicles has the Automatic transmission system as their transmission system. The automatic transmission system operates with fixed shift patterns. In the opposite of manual operation, it is easy and convenient for driving. Though these merit, the system can not evaluate the driver's intension because of usage of firmed shift pattern. Especially, when the load has declination the AT system must operate for engine break effect. Namely, if the vehicle drives on the load of decrease, the acceleration of the vehicle goes to high then. At that time, the shift goes to down position the vehicle has some negative acceleration with the resistance of engine. To consider driver's intension in this case, we must consider both the driving intensity of driver and the status of load. In this paper, we developed flexible automatic transmission system by using the proposed moduled neural networks which can learn the status of the load and driver's intensity As a result, we compare the transmission system using firmed shift pattern and the proposed transmission system and show the good performance in the change of shift position.

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Intelligent Automatic Transmission System Using Soft Computing (소프트 컴퓨팅에 의한 지능형 자동변속 시스템)

  • Kim Seong-Joo;Choi Woo-Kyung;Jeon Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.1
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    • pp.30-35
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    • 2005
  • An automatic transmission pattern with the fixed standard shift map can provide comfortable shift to driver. However it may be a complain to provide shift by the same shift pattern for driver because the inclination of a driver may be various. Therefore, in this paper, we design the decision module, which can decide the driving style using input to decide the inclination of the driver and driving manner. The goal of this paper is to calibrate the shift map according to the inclination of the driver using the decided driving manner from the proposed module. As a result, the proposed intelligent automatic transmission system can provide a suitable shift point and time to the driver. To verify the performance of the proposed system, the real data that is obtained from the road test will be used.

The Decision Algorithm for Driving Intension Using Moduled Neural Network (모듈화된 신경망을 이용한 운전의지 판단 알고리즘)

  • 강준영;김성주;김용택;서재용;전홍태
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.8
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    • pp.709-714
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    • 2001
  • Recently, most vehicles has the Automatic transmission system as their transmission system. The automatic transmission system operates with fixed shift patterns. In the opposite of manual operation, it is easy and convenient for driving. Though these merit, the system can not evaluate the driver s intension because of usage of fixed shift pattern. To consider driver s intension, we must consider both the driving intensity of driver and the status of vehicle. In this paper, we developed flexible automatic transmission system by using the proposed moduled neural networks which can learn the status of th vehicle and driver s intensity. As a results, we compare the transmission system using fixed shift pattern and the proposed transmission system and show the good performance in the change of shift position.

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Selective Reset Waveform using Wide Square Erase Pulse in an ac PDP (AC PDP에서의 대폭소거방식을 이용한 선택적 초기화 파형)

  • Jeong, Dong-Cheol;Whang, Ki-Woong
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.12
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    • pp.2189-2195
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    • 2007
  • In this paper, we propose a newly developed selective reset waveform of a ac PDP using the wide erase pulse technique with the control of address bias voltage. Although it is generally understood that the wide pulse erasing methode shows the narrow driving margin in an opposite discharge type ac PDP, we could obtain a moderate driving margin in a 3-electrode surface discharge type ac PDP. The obtained driving margin shows a strong dependency on the sustain voltage and the address bias voltage. The lower the sustain and the address bias voltage, the wider the driving margin. The pulse width of the proposed waveform is only $10{\mu}s$, which gives additional time to the sustain period, hence increases the brightness. The brightness and contrast ratio increase about 20% together comparing to the conventional ramp type selective reset waveform with the driving scheme of 10 subfield ADS method. The driving margin was measured with the line by line addressed pattern on the white test panel of 2inch diagonal size and the discharge gas was Ne+Xe4%, 400torr.

A transflective LCD using PVA mode and optimization of pattern size

  • Do, Hee-Wook;Lee, Seo-Hern;Lee, Gi-Dong;Yoon, Tae-Hoon;Kim, Jae-Chang
    • 한국정보디스플레이학회:학술대회논문집
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    • 2003.07a
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    • pp.547-550
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    • 2003
  • In this paper we report the optimization method of the pattern size of the electrodes in PVA LCD for the transflective mode in order to improve the optical characteristics. Moreover, we designed the electrode of PVA LCD so as to remove the driving voltage difference between transmissive mode and reflective mode. As a result, we expect very simple manufacturing process and high optical performance even if complex process such as a multi cell gap process and multi driving method are not applied

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