• Title/Summary/Keyword: Driving Sensitivity

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Sensitivity Analysis on Driving Characteristics According to Change in Gear Ratio of a Front Wheel Drive Electric Vehicle (전륜구동 전기자동차의 기어비 변경에 따른 구동 특징 민감도 분석)

  • Son, Young-Kap;Kim, Jeong-Min
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.21 no.9
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    • pp.50-55
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    • 2022
  • Acceleration performance, maximum velocity, urban driving energy consumption, and high-way driving energy consumption are important characteristics of electric vehicle driving. This study analyzes the effect of a gear ratio on these characteristics for a front wheel drive electric vehicle. The normalized sensitivity metric is used to compare the sensitivity of these scaled characteristics to the changes in the gear ratio. The sensitivity analysis results show that the normalized values are 0.95 for maximum velocity, 0.91 for acceleration performance, 0.51 for urban driving energy consumption, and 0.24 for high-way driving energy consumption. Therefore, the maximum velocity was affected the most by the changes in the gear ratio. These results can be used to determine the gear ratio of a front wheel drive electric vehicle to optimize the driving characteristics simultaneously.

A Comparison of Subjective Mental Workload Measures in Driving Contexts

  • Kim, Ji Yeon;Ji, Yong Gu
    • Journal of the Ergonomics Society of Korea
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    • v.32 no.2
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    • pp.167-177
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    • 2013
  • Objective: This study aims to compare the usefulness of subjective measures which are comprised of existing methods like NASA-TLX, Bedford-scale and ZEIS and newly developed method like DALI in measuring drivers' mental workload in terms of validity, sensitivity and diagnosticity. Background: Nowadays, with the development of intelligent vehicle and HMI, mental workload of driver has become more and more important. For this reason, the studies on drivers' mental workload about driving situation and the use of information technology equipment such as mobile phones and navigations were conducted intensively. However, the studies on measuring drivers' mental workload were rarely conducted. Moreover, most of studies on comparison of subjective measures were used with performance based measure. However, performance based measures can cause distraction effect with subjective measures. Method: Participants (N=19) were engaged in a driving simulation experiment in 2 driving contexts (downtown driving and highway driving context). The experiment has 2 sessions according to driving contexts. The level of difficulties by driving contexts were adjusted according to existence of intersections, traffic signs and signals, billboards and the number of doublings. Moreover, as criteria of concurrent validity and sensitivity, the EEG data were recorded before and during the sessions. Results: The results indicated that all subjective methods were correlates with EEG in high-way driving. On the contrary to this, in downtown driving, all subjective methods were not correlates with EEG. In terms of sensitivity, multi-dimensional scales (NASA-TLX, DALI) were the only ones to identify differences between high way and downtown driving. Finally, in terms of diagnosticity, DALI was the most suitable method for evaluating drivers' mental workload in driving context. Conclusion: The DALI as newly developed method dedicated to evaluate driver's mental workload was superior in terms of sensitivity and diagnosticity. However, researchers should consider the characteristics of each subjective method synthetically according to research objective by selecting the method in subjective measures. Application: The results of this study could be applied to the intelligent vehicle and next generation of HMI design to decrease mental workload of driver and for the development of new subjective method in vehicle domain.

Analysis Model Development and Sensitivity Analysis of an Independent Driving System for Disaster Response (재난 대응용 독립 구동 시스템의 해석모델 개발 및 민감도 분석)

  • Noh, Song Yeon;Jang, Joo Sup
    • Journal of Drive and Control
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    • v.17 no.4
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    • pp.38-45
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    • 2020
  • The purpose of this study was to analyze the design sensitivity of an independent driving system for disaster response. The research procedure was as follows. First, an analysis model based on the circuit diagram of the driving system was developed. Second, to ensure the reliability of the analytical model, the load-free test results and analysis results were compared. Even if different loads acted on four independent motors, the system was confirmed to be implemented according to the design intent. Finally, the design variables of the analysis model were analyzed to obtain design variables with a significant impact on system performance and stability. The analysis program used simulation X.

Comparisons of Middle- and Old-Aged Drivers' Recognition for Driving Scene Elements using Sensitivity, Response Bias, and Response Time (중년 및 고령운전자의 운전장면 개별요소에 대한 재인기억 차이: 민감도, 반응기준 및 반응시간 비교)

  • Lee, Jaesik
    • Journal of the Korean Data Analysis Society
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    • v.20 no.6
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    • pp.3185-3199
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    • 2018
  • Middle- and old-aged driver's capability in recognition for driving scene elements was compared. Central and ambient stimuli were selected from natural driving scene and sensitivity, bias and reaction time were measured as dependent measures. The results are as follows. First, in general, older drivers showed lower sensitivity than middle-aged drivers. In particular, the older drivers' sensitivity was significantly lower for the ambient stimuli than central stimuli, whereas the middle-aged drivers showed no significant difference between the two types of stimuli. Second, the older drivers tended to show more lenient responses whereas the middle-aged drivers responded more conservatively. Third, the older drivers showed longer reaction time than the middle-aged drivers, in particular, in the responses of miss and correct rejection. This results suggested that the older drivers' retention for driving scene elements in their working memory may not be stable, which can be resulted in difficulties in rapid and accurate responses in a real life driving.

The Effects of Driving Behavior Determinants on Dangerous Driving and Traffic Accidents in the Reckless Drivers Group: A Path Analysis Study (사고 및 음주운전자들의 운전행동결정요인 특성이 위험행동 및 교통사고에 미치는 영향: 경로분석 연구)

  • O, Ju-Seok;Lee, Sun-Cheol
    • Journal of Korean Society of Transportation
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    • v.25 no.2 s.95
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    • pp.95-105
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    • 2007
  • Speeding and drunken driving make drivers fail to detect hazards and cope with various driving situations. These behaviors also raise the possibility of being involved in traffic accidents and tend to increase the number of fatalities. The authors compared the driving behavior determinants of a rockless drivers group, consisting of individuals who have committed traffic accidents or offended regulations through drunken driving, with a normal drivers group. In the results, the reckless drivers group showed high scores of 'speeding' and 'drunken driving', and they also stated that they had more experiences of speeding, drunken driving and traffic accidents. In the path analysis study, it was found that the impacts of the rockless drivers group's 'risk sensitivity' and 'situational adaptability' on traffic accidents were stronger than those of normal drivers. This means 'risk sensitivity' and 'situational adaptability' can explain the origins of traffic accidents better in the reckless drivers group than accidents of the normal drivers group.

Correlation of Cognitive Function, Activities of Daily Living and Driving Performance in Stroke Hemiplegic Patients

  • Kwak, Hosoung;Yoo, Chanuk
    • Journal of The Korean Society of Integrative Medicine
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    • v.8 no.2
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    • pp.89-95
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    • 2020
  • Purpose : This study aims to evaluate the correlation of cognitive function, activities of daily living (ADL), and driving performance in stroke hemiplegic patients residing in Korea. Methods : Subjects of the study were 18 stroke hemiplegic patients admitted to hospitals situated in Seoul. A clock drawing test (CDT), a modified Barthel index (MBI), and a virtual reality driving simulator (Eca faros-driving simulator) were used to examine their cognitive function, their ADL ability, and their driving skills, respectively. Results : Driving skills of stroke hemiplegic patients were shown to be associated with the CDT evaluation tool (r=-.777) (p<.001), but they were found to have any correlation with MBI (r=-.022) (p>.05). Additionally, an individual's CDT showed that the driving simulator evaluation result (pass/fail) could be discriminated with a sensitivity of 100.0 %, a specificity of 40.0 %, and an accuracy of 66.7 %. The result confirmed that the CDT is a useful evaluation tool for screening driving ability in people with stroke. But the MBI did not show any significant results (sensitivity of 62.5 %, specificity of 40.0 %, and predicted the results of the simulator with 50.0 % of accuracy) (p>.05). Conclusion : This study shows that cognitive function influences the driving performance in people with stroke. Driving skills of stroke hemiplegic patients are seen to be highly related to CDT. In the field of driving rehabilitation, these findings could be useful for evaluating driving skills relating to CDT. Furthermore, the study results will set a guideline for domestic occupational therapists to use the evaluation tool for assessing driving abilities in people with stroke.

The Study to Diagnose the Road-Driver Compatibility III: Development and Validation of Diagnostic Model (운전자 주행 적합성 진단을 위한 연구 III: 진단모델 개발 및 검증)

  • Kim, Jung-Yong;Yoon, Sang-Young
    • Journal of Korean Institute of Industrial Engineers
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    • v.30 no.1
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    • pp.58-64
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    • 2004
  • In order to determine the level of safety on highway driving, the relationship between the psychophysiological signal and driving condition was investigated. In particular, a Demand-Effort model was conceptualized and used in this study to diagnose the suitability of driving by reading the patterns of psychophysiological signals. To run the model, threshold values were determined to categorize the high, moderate and low level of effort. To examine the sensitivity of the model, a cross-validation process was performed by collecting additional data. Further investigation need to be conducted to improve the sensitivity of the model for practical application.

Shape Design Sensitivity Analysis Case of the Valves installed in the Hydraulic Driving Motor (사판식 구동모터에 장착된 밸브의 설계변수 민감도 해석 사례)

  • Noh, Dae-Kyung;Jang, Joo-Sup
    • Journal of the Korea Society for Simulation
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    • v.22 no.3
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    • pp.81-87
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    • 2013
  • This paper is about study how to decrese surge pressure that is occurred in excavator driving motor. We used computer simulation program SimulationX. It is also about the way finding design problem and approaching a solution through interpreting shape design sensitivity analysis. Programmes are below. First of all, finding shape fault by analyzing dynamic behavior of valves installed in hydraulic driving motor which is designed now. And drawing variable which is considered sensitive to improve dynamic efficiency among a lot of shape variables. Then, targeting that variable and examining dynamic efficiency stabilization tendency with controlling it. Finally, suggesting the most effective tuning method through variable combination as there are a lot of sensitive variables.

Sensitivity Analysis of Liquid Rocket Engine Performance (액체로켓엔진의 성능 민감도 해석)

  • Cho, Won-Kook;Nam, Chang-Ho;Park, Soon-Young;Kim, Chul-Woong
    • Proceedings of the KSME Conference
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    • 2008.11b
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    • pp.3159-3162
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    • 2008
  • A sensitivity analysis of the liquid rocket engine has been made. A mode analysis program is used to predict the performance change due to the variation of rocket engine operating environment. The propellant supply pressure and density are the major variables of the operating condition. The material properties of the turbine driving gas is assumed as the function of mixture ratio. The discrepancies of performance change between constant turbine driving gas properties and variable properties are greater for the case of fuel pump inlet pressure change than the oxidizer pump inlet pressure change.

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Sensitivity Enhancement in Solution NMR via Photochemically Induced Dynamic Nuclear Polarization

  • Im, Jonghyuk;Lee, Jung Ho
    • Journal of the Korean Magnetic Resonance Society
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    • v.21 no.1
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    • pp.1-6
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    • 2017
  • Enhancements in NMR sensitivity have been the main driving force to extend the boundaries of NMR applications. Recently, techniques to shift the thermally populated nuclear spin states are employed to gain high NMR signals. Here, we introduce a technique called photochemically induced dynamic nuclear polarization (photo-CIDNP) and discuss its progresses in enhancing the solution-state NMR sensitivity.