• 제목/요약/키워드: sunroof

검색결과 40건 처리시간 0.037초

SVM 학습 알고리즘을 이용한 자동차 썬루프 장치의 볼트 유무 검사 장비 (A Machine Vision System for Inspection of Car Sunroof Using SVM Algorithm)

  • 김기석;이삭;조재수
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2013년도 춘계학술발표대회
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    • pp.289-292
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    • 2013
  • 본 논문은 SVM(Support Vector Machine) 학습알고리즘을 이용하여 자동차 썬루프 장치의 볼트 유무를 검사하는 자동차 부품 검사 장비에 관한 것이다. 자동화 시스템은 높은 정밀도와 생산성을 위한 빠른 처리 속도를 요구한다. 이를 위해 본 논문에서는 선형 SVM 학습알고리즘을 활용하여 자동차 썬루프 장치의 볼트 유무를 검사하는 알고리즘을 개발하였다. SVM 알고리즘은 분류를 위한 알고리즘이지만 ROI(Region-Of-Interest) 내의 모든 윈도우에 대한 분류를 수행하여 검출기 역할을 할 수 있도록 한다. 볼트가 있는 경우와 볼트가 없는 경우가 아닌 네거티브 샘플을 확보하기 위해 검출 대상 물체 주변에서 다양한 네거티브 샘플들을 추출한다. 그 결과 물체가 예상 위치에서 다소 빗나가는 경우에도 볼트 유무를 판별할 수 있을 뿐 아니라 볼트의 위치까지 검출할 수 있고, 처리 속도에서 자동화 시스템이 요구하는 수준에 도달함을 실험 결과를 통해 검증한다.

Worm 절삭 가공 시 Side Milling Cutter 와 Whirling Tool 의 절삭력에 관한 연구 (A Study on the Cutting Force of Side Milling Cutter and Whirling Tool in Worm Screw Machining)

  • 권태웅;김창현;강동배;이민환;안중환
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1879-1882
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    • 2005
  • Due to increase of demands on safety and convenience for automotive vehicle, the use of DC motor, such as power window, seat adjusting, pedal adjusting, sunroof, electric shift motor and so on, is increasing rapidly in the whole world. Worm gear is an important part to transmit torque to another gear in gear mechanism of automotive DC motor. But with current forming process, it has some problems in manufacturing and the quality. Also, the characteristics of automotive parts such as price and mass-production limit the quality improvement. Recently several methods are used in order to reduce a worm screw machining time and to maintain precision. In this paper, we introduce whirling tool machining and side milling cutter machining as effective manufacturing method of worm screw and study on the cutting force of side milling cutter and whirling tool in worm screw machining.

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알루미늄 압출판재의 프레스성형 중 파열조건에 대한 조사 (Investigation of Cracking Condition during Press Forming of Extruded Aluminum Sheets)

  • 주석재;박창구;조은화
    • 대한기계학회논문집A
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    • 제38권3호
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    • pp.251-258
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    • 2014
  • 선루프 트랙은 알루미늄을 압출하고 프레스성형하여 생산한다. 프레스성형 중 날카롭게 굽혀진 좌면의 가장자리를 따라 균열이 발생하였다. 좌면의 가장자리를 절단하여 펀치와 다이 모서리의 최종위치를 측정하고 균열발생과의 관계를 조사하였다. 그리고, 이 최종위치까지 굽힘을 유한요소 시뮬레이션하여 임계변형률을 구하였다. 한편, 소재의 방향, 경도, 굽힘 가장자리 길이, 굽힘반경의 여러 가지 다른 조합에 대하여 3점굽힘시험을 수행하였다. 그리고, 3점굽힘시험에 대한 유한요소 시뮬레이션을 수행하여 임계변형률을 구하여 비교하였다.

모합금의 균질화처리가 HDDR 처리된 Nd-Fe-Ga-Nb-B 합금의 자기적 특성에 미치는 영향 (Effect of Homogenization Treatment on Magnetic Properties of HDDR Treated Nd-Fe-Ga-Nb-B Alloy)

  • 유지훈;이상협;김동환;이동원;김병기;최문희;김양도
    • 한국분말재료학회지
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    • 제16권4호
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    • pp.285-290
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    • 2009
  • HDDR treated anisotropic Nd-Fe-B powders have been widely used, due to their excellent magnetic properties, especially for sheet motors and sunroof motors of hybrid and electric vehicles. Final microstructure and coercivity of such Nd-Fe-B powders depend on the state of starting mother alloys, so additional homogenization treatment is required for improving magnetic properties of them. In this study, a homogenization treatment was performed at $900\sim1140^{\circ}C$ in order to control the grain size and Nd-rich phase distribution, and at the same time to improve coercivity of the HDDR treated magnetic powders. FE-SEM was used for observing grain size of the HDDR treated powder and EPMA was employed to observe distribution of Nd-rich phase. Magnetic properties were analyzed with a vibrating sample magnetometer.

차량용 전동 롤러 블라인드의 고급감 음질지수 개발 (Luxuriousness Sound Quality Index Development of Electrically Powered Roller Blind)

  • 성원찬;조현호;강연준;김성현;박동철
    • 한국소음진동공학회논문집
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    • 제25권5호
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    • pp.345-351
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    • 2015
  • Sounds of electrically powered vehicle components such as window lift system, roller blind, etc., are required to be more comfortable and not to irritate the people emotionally. In this paper, a study was conducted to identify the significant sound quality metric and compose the luxuriousness sound quality index of electrically powered vehicle roller blind which is part of vehicle sunroof system. Before conducting subjective evaluation, sound characteristics of roller blind was analyzed and set the target operating sound for subjective evaluation. Thus, transfer sound of roller blind which has the characteristics of sound modulation was used for subjective evaluation. Multiple linear regression analysis was carried out by chosen Zwicker's metrics which are pointed by comments of jurors. Loudness and sharpness related metrics are prime metrics in luxuriousness sound quality index we composed. Also, effect of roller blind assay when it is attached to real vehicle was identified to evaluate the validity of index.

HSM의 썬루프 버페팅을 위한 PowerFLOW 해석 (PowerFLOW Simulation of the Hyundai Simple Model for Sunroof Buffeting)

  • 최의성;씨어 스테판
    • 한국소음진동공학회논문집
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    • 제24권3호
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    • pp.189-197
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    • 2014
  • 윗면에 개구부가 있는 쐐기 상자 모양으로 단순화 된 모델은 현대자동차에서 버페팅 현상을 구현하기 위해 사용되었다. 제안된 조건에서 수행한 측정값들은 버페팅 예측을 통해 CFD의 성능을 검증하기 위함이었다. PowerFLOW를 이용하여 얻어진 버페팅 해석 결과와 개구부가 없는 상태에서의 윗면의 경계층 발달을 이 논문에 기술하였다. 실험에서 측정된 음압은 유동 메커니즘을 통해 기술 하였고, 유동구조를 잘 묘사할 수 있도록 개선된 셋업을 통해 측정된 음압에 근사한 결과를 얻을 수 있었다.

자동차 재구매 증진을 위한 데이터 마이닝 기반의 맞춤형 전략 개발 (Development of Customized Strategy for Enhancing Automobile Repurchase Using Data Mining Techniques)

  • 이동욱;최근호;유동희
    • 한국정보시스템학회지:정보시스템연구
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    • 제26권3호
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    • pp.47-61
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    • 2017
  • Purpose Although automobile production has increased since the development of the Korean automobile industry, the number of customers who can purchase automobiles decreases relatively. Therefore, automobile companies need to develop strategies to attract customers and promote their repurchase behaviors. To this end, this paper analyzed customer data from a Korean automobile company using data mining techniques to derive repurchase strategies. Design/methodology/approach We conducted under-sampling to balance the collected data and generated 10 datasets. We then implemented prediction models by applying a decision tree, naive Bayesian, and artificial neural network algorithms to each of the datasets. As a result, we derived 10 patterns consisting of 11 variables affecting customers' decisions about repurchases from the decision tree algorithm, which yielded the best accuracy. Using the derived patterns, we proposed helpful strategies for improving repurchase rates. Findings From the top 10 repurchase patterns, we found that 1) repurchases in January are associated with a specific residential region, 2) repurchases in spring or autumn are associated with whether it is a weekend or not, 3) repurchases in summer are associated with whether the automobile is equipped with a sunroof or not, and 4) a customized promotion for a specific occupation increases the number of repurchases.

수소반응속도 제어에 의한 Nd-Fe-B-Ga-Nb 합금의 미세조직 이방화율 향상에 관한 연구 (Improvement of Microstructural Anisotropy of Nd-Fe-B-Ga-Nb Alloy by the Control of Hydrogen Reaction)

  • 이상협;김동환;유지훈;이동원;김병기
    • 한국분말재료학회지
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    • 제17권1호
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    • pp.23-28
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    • 2010
  • HDDR treated anisotropic Nd-Fe-B powders have been widely used for the sheet motors and the sunroof motors of hybrid or electric vehicles, due to their excellent magnetic properties. Microstructural alignment of HDDR treated powders are mostly depending on the hydrogen reaction in disproportionation step, so the specific method to control hydrogenation reaction is required for improving magnetic properties. In disproportionation step, hydrogenation pressure and reaction time were controlled in the range of 0.15~1.0 atm for 15~180 min in order to control the micorstructural alignment of $Nd_2Fe_{14}B$ phase and, at the same time, to improve remanence of HDDR treated magnet powders. In this study, we could obtain a well aligned anisotropic Nd-Fe-B-Ga-Nb alloy powder having high remanence of 12 kG by reducing hydrogen pressure down to 0.3 atm in disproportionation step.

운전자-차량-환경에서 부호의 양립성에 대한 연구 -주행편의장치 부호의 다중평가- (A Study on the Compatibilities of Symbols in Driver-Automoive-Environment System)

  • 손일문
    • 한국산학기술학회논문지
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    • 제17권9호
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    • pp.235-244
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    • 2016
  • 자동차의 새로운 운전편의장치들이 급속히 적용됨으로서 관련된 자동차용 부호 개발의 필요성이 증가되고 있다. 좋은 자동차용 부호는 인간공학적인 측면에서 검출성, 식별성, 학습용이성, 반응성, 인식성, 이해성 등의 특성을 잘 갖추어 궁극적으로 그 자체가 잘 설명되면서 올바른 상황에서 잘 사용되어야한다. 이 연구에서는 자동차용 부호를 개발하거나 평가하고자 할 때 고려되는 이해성, 인지성, 적절성 등으로 구성된 다중평가를 포함하는 자동차용 부호의 개발절차 및 평가방법을 제시하였다. 또한 이를 적용하여 오늘날 비교적 새로운 추가 기능인 차선이탈경보시스템(LDWS), 정속주행시스템(CCS), 충돌경보시스템(CWS) 등의 주행편의장치를 중심으로 28가지 부호를 평가하였다. 평가의 결과, 대부분의 주행편의장치의 부호는 2개 회사의 자동차 보다 KS R ISO 2575의 부호가 이해성, 인지성, 적절성이 높았다. 그 외 선루프, 카메라 등의 부호는 KS R ISO 2575의 부호가 낮았고, 그리고 표준으로 제시되고 있는 않은 2개 회사의 자동차에서 사용되고 있는 지능형안전장치 등의 최신 기능의 부호는 이 세 가지 평가점수가 매우 낮아 표준의 개발이 필요한 것으로 나타났다. 이 연구의 자동차용 부호에 대한 인간공학적 측면에서의 다중평가의 방법은 수행도 예측 가능한 이론적 연구가 부족한 상황에서 관련 부호의 개발 및 평가에 대한 유효한 방법론을 제공할 것이다.

쇼핑 가치 추구 성향에 따른 쇼핑 목표와 공유 의도 차이에 관한 연구 - 전자제품 구매고객을 중심으로 (Shopping Value, Shopping Goal and WOM - Focused on Electronic-goods Buyers)

  • 박경원;박주영
    • 마케팅과학연구
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    • 제19권2호
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    • pp.68-79
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    • 2009
  • The interplay between hedonic and utilitarian attributes has assumed special significance in recent years; it has been proposed that consumption offerings should be viewed as experiences that stimulate both cognitions and feelings rather than as mere products or services. This research builds on previous work on hedonic versus utilitarian benefits, regulatory focus theory, customer satisfaction to address two question: (1) Is the shopping goal at the point of purchase different from the shopping value? and (2) Is the customer loyalty after the use different from the shopping value and shopping goal? We surveyed 345 peoples those who have bought the electronic-goods within 6 months. This research dealt with the shopping value which is consisted of 2 types, hedonic and utilitarian. Those who pursue the hedonic shopping value may prefer the pleasure of purchasing experience to the product itself. They tend to prefer atmosphere, arousal of the shopping experience. Consistent with previous research, we use the term "hedonic" to refer to their aesthetic, experiential and enjoyment-related value. On the contrary, Those who pursue the utilitarian shopping value may prefer the reasonable buying. It may be more functional. Consistent with previous research, we use the term "utilitarian" to refer to the functional, instrumental, and practical value of consumption offerings. Holbrook(1999) notes that consumer value is an experience that results from the consumption of such benefits. In the context of cell phones for example, the phone's battery life and sound volume are utilitarian benefits, whereas aesthetic appeal from its shape and color are hedonic benefits. Likewise, in the case of a car, fuel economics and safety are utilitarian benefits whereas the sunroof and the luxurious interior are hedonic benefits. The shopping goals are consisted of the promotion focus goal and the prevention focus goal, based on the self-regulatory focus theory. The promotion focus is characterized into focusing ideal self because they are oriented to wishes and vision. The promotion focused individuals are tend to be more risk taking. They are more sensitive to hope and achievement. On the contrary, the prevention focused individuals are characterized into focusing the responsibilities because they are oriented to safety. The prevention focused individuals are tend to be more risk avoiding. We wanted to test the relation among the shopping value, shopping goal and customer loyalty. Customers show the positive or negative feelings comparing with the expectation level which customers have at the point of the purchase. If the result were bigger than the expectation, customers may feel positive feeling such as delight or satisfaction and they would want to share their feelings with other people. And they want to buy those products again in the future time. There is converging evidence that the types of goals consumers expect to be fulfilled by the utilitarian dimension of a product are different from those they seek from the hedonic dimension (Chernev 2004). Specifically, whereas consumers expect the fulfillment of product prevention goals on the utilitarian dimension, they expect the fulfillment of promotion goals on the hedonic dimension (Chernev 2004; Chitturi, Raghunathan, and Majahan 2007; Higgins 1997, 2001) According to the regulatory focus theory, prevention goals are those that ought to be met. Fulfillment of prevention goals in the context of product consumption eliminates or significantly reduces the probability of a painful experience, thus making consumers experience emotions that result from fulfillment of prevention goals such as confidence and securities. On the contrary, fulfillment of promotion goals are those that a person aspires to meet, such as "looking cool" or "being sophisticated." Fulfillment of promotion goals in the context of product consumption significantly increases the probability of a pleasurable experience, thus enabling consumers to experience emotions that result from the fulfillment of promotion goals. The proposed conceptual framework captures that the relationships among hedonic versus utilitarian shopping values and promotion versus prevention shopping goals respectively. An analysis of the consequence of the fulfillment and frustration of utilitarian and hedonic value is theoretically worthwhile. It is also substantively relevant because it helps predict post-consumption behavior such as the promotion versus prevention shopping goals orientation. Because our primary goal is to understand how the post consumption feelings influence the variable customer loyalty: word of mouth (Jacoby and Chestnut 1978). This research result is that the utilitarian shopping value gives the positive influence to both of the promotion and prevention goal. However the influence to the prevention goal is stronger. On the contrary, hedonic shopping value gives influence to the promotion focus goal only. Additionally, both of the promotion and prevention goal show the positive relation with customer loyalty. However, the positive relation with promotion goal and customer loyalty is much stronger. The promotion focus goal gives the influence to the customer loyalty. On the contrary, the prevention focus goal relates at the low level of relation with customer loyalty than that of the promotion goal. It could be explained that it is apt to get framed the compliment of people into 'gain-non gain' situation. As the result, for those who have the promotion focus are motivated to deliver their own feeling to other people eagerly. Conversely the prevention focused individual are more sensitive to the 'loss-non loss' situation. The research result is consistent with pre-existent researches. There is a conceptual parallel between necessities-needs-utilitarian benefits and luxuries-wants-hedonic benefits (Chernev 2004; Chitturi, Raghunathan and Majaha 2007; Higginns 1997; Kivetz and Simonson 2002b). In addition, Maslow's hierarchy of needs and the precedence principle contends luxuries-wants-hedonic benefits higher than necessities-needs-utilitarian benefits. Chitturi, Raghunathan and Majaha (2007) show that consumers are focused more on the utilitarian benefits than on the hedonic benefits of a product until their minimum expectation of fulfilling prevention goals are met. Furthermore, a utilitarian benefit is a promise of a certain level of functionality by the manufacturer or the retailer. When the promise is not fulfilled, customers blame the retailer and/or the manufacturer. When negative feelings are attributable to an entity, customers feel angry. However in the case of hedonic benefit, the customer, not the manufacturer, determines at the time of purchase whether the product is stylish and attractive. Under such circumstances, customers are more likely to blame themselves than the manufacturer if their friends do not find the product stylish and attractive. Therefore, not meeting minimum utilitarian expectations of functionality generates a much more intense negative feelings, such as anger than a less intense feeling such as disappointment or dissatisfactions. The additional multi group analysis of this research shows the same result. Those who are unsatisfactory customers who have the prevention focused goal shows higher relation with WOM, comparing with satisfactory customers. The research findings in this article could have significant implication for the personal selling fields to increase the effectiveness and the efficiency of the sales such that they can develop the sales presentation strategy for the customers. For those who are the hedonic customers may be apt to show more interest to the promotion goal. Therefore it may work to strengthen the design, style or new technology of the products to the hedonic customers. On the contrary for the utilitarian customers, it may work to strengthen the price competitiveness. On the basis of the result from our studies, we demonstrated a correspondence among hedonic versus utilitarian and promotion versus prevention goal, WOM. Similarly, we also found evidence of the moderator effects of satisfaction after use, between the prevention goal and WOM. Even though the prevention goal has the low level of relation to WOM, those who are not satisfied show higher relation to WOM. The relation between the prevention goal and WOM is significantly different according to the satisfaction versus unsatisfaction. In addition, improving the promotion emotions of cheerfulness and excitement and the prevention emotion of confidence and security will further improve customer loyalty. A related potential further research could be to examine whether hedonic versus utilitarian, promotion versus prevention goals improve customer loyalty for services as well. Under the budget and time constraints, designers and managers are often compelling to choose among various attributes. If there is no budget or time constraints, perhaps the best solution is to maximize both hedonic and utilitarian dimension of benefits. However, they have to make trad-off process between various attributes. For the designers and managers have to keep in mind that without hedonic benefit satisfaction of the product it may hard to lead the customers to the customer loyalty.

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