• Title/Summary/Keyword: 불량률 예측

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an RFID based Collaborative Production Support System for Automotive Module Parts (RFID기반 모듈화 부품 생산지원시스템에 관한 연구)

  • Kim, San-Lack;Ahn, Geon-Tae
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2008.06a
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    • pp.291-295
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    • 2008
  • 오늘날 정보기술(IT)은 다양한 산업분야 융화되어 기존 산업의 경쟁력을 강화하고 생산성 및 품질 향상의 견인차 역할을 수행하고 있다. 특히 생산 및 물류 분야에서 IT 융합을 통한 새로운 시너지 창출을 시도하고 있는 것이 RFID 기술이라 할 수 있다. 이미 정부 주도의 시범사업이 끝났으며, 2008년 공공기간 확산사업이 성공적으로 마무리되면, 본격적으로 산업분야 확산이 기대되고 있다. 본 논문에서 자동차 산업에서의 RFID 응용 모델로서 RFID 기반 지능형 직서열 생산시스템의 설계 및 구현에 대하여 기술한다. 직서열 시스템은 완성차 생산라인의 조립시간과 순서에 맞춰 모듈과 부품을 공급하는 협업 생산시스템이다. 자동차 조달물류 프로세스 혁신을 위하여 RFID 기술을 도입함으로써 협력기업간 정보 교환을 원활하게 지원하며 실시간 추적관리 체제의 구현을 이루고자 한다. 본 논문에서 제안하는 시스템은실시간 재고 파악 및 생산물량 예측이 가능하며, 이기종 부품 장착에 의한 조립불량률을 현저히 줄일 수 있는 장점이 있다.

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Development of Prediction of Electric Arc Risk using Object Dection Model (객체 탐지 모델을 활용한 전기 아크 위험성 예측 시스템 개발)

  • Lee, Gyu-bin;Kim, Seung-yeon;An, Donghyeok
    • Smart Media Journal
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    • v.9 no.1
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    • pp.38-44
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    • 2020
  • Due to the high dependence on electric energy, electric fires make up a significant portion of fires in Korea. Electric arcs by short circuits or poor contact cause three of four electrical fires. An electric arc is a discharge phenomenon of electrical current between the insulators, which instantaneously produces high temperature. In order to reduce the fire due to electric arc, this study aims to predict the electric arc risk. We collected arc data from the arc detectors and converted into graphs based on temporal arc data. We used machine learning for training converted graph with different number of temporal arc data. To measure the performance of the learning model, we use the test data. In the results, when the number of temporal arc data was 20, the prediction rate was high as 86%.

Design of Low Power LTPS AMOLED Panel and Pixel Compensation Circuit with High Aperture Ratio (고 개구율 화소보상회로를 갖는 저전력 LTPS AMOLED 패널 설계)

  • Kang, Hong-Seok;Woo, Doo-Hyung
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.47 no.10
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    • pp.34-41
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    • 2010
  • We proposed the new pixel compensation circuit with high aperture ratio and the driving method for the large-area, low-power AMOLED applications in this study. We designed with the low-temperature poly-silicon(LTPS) thin film transistors(TFTs) that has poor uniformity but good mobility and stability. To lower the error rate of the pixel circuit and to improve the aperture ratio for bottom emission method, we simplified the pixel compensation circuit. Because the proposed pixel compensation circuit with high aperture ratio has very low contrast ratio for conventional driving methods, we proposed the new driving method and circuit for high contrast ratio. Black data insertion was introduced to improve the characteristics for moving images. The pixel circuit was designed for 19.6" WXGA bottom-emission AMOLED panel, and the average aperture ratio of the pixel circuit is improved from 33.0% to 41.9%. For the TFT's $V_{TH}$ variation of ${\pm}0.2\;V$, the non-uniformity and contrast ratio of the designed panel was estimated under 6% and over 100000:1 respectively.

Concept of Rock Physics Modeling and Application to Donghae-1 Gas Field (암석물리모델링의 개념과 동해-1 가스전에의 적용)

  • Hu, Doc-Ki;Keehm, Young-Seuk
    • 한국지구물리탐사학회:학술대회논문집
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    • 2008.10a
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    • pp.173-178
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    • 2008
  • In this paper, we will introduce rock physics modeling technique, which interrelate reservoir properties with seismic properties, and apply the technique to the Donghae-1 gas reservoir. From well-log data analysis, we obtained velocityporosity (Vp-$\phi$) relations for each formation. These relations can used to predict porosity from seismic data. In addition, we analyzed permeability data, which were obtained from core measurements and computational rock physics simulations. We then obtained permeability-porosity ($\kappa-\phi$) relations. Combining $\kappa-\phi$ with Vp-$\phi$ relations, we finally present quantitative Vp-$\kappa$ relations. As to Vp-$\phi$ modeling, we found that the degree of diagenesis and clay contents increase with depth. As to Vp-$\kappa$ relations, though \kappa-\phi relations are almost identical for all formations, we could obtain distinct Vp-$\kappa$ relations due to Vp-$\phi$ variations. In conclusion, the rock physics modeling, which bridges between seismic properties and reservoir properties, can be a very robust tool for quantitative reservoir characterization with less uncertainty.

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Design of Data Fusion and Data Processing Model According to Industrial Types (산업유형별 데이터융합과 데이터처리 모델의 설계)

  • Jeong, Min-Seung;Jin, Seon-A;Cho, Woo-Hyun
    • KIPS Transactions on Software and Data Engineering
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    • v.6 no.2
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    • pp.67-76
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    • 2017
  • In industrial site in various fields it will be generated in combination with large amounts of data have a correlation. It is able to collect a variety of data in types of industry process, but they are unable to integrate each other's association between each process. For the data of the existing industry, the set values of the molding condition table are input by the operator as an arbitrary value When a problem occurs in the work process. In this paper, design the fusion and analysis processing model of data collected for each industrial type, Prediction Case(Automobile Connect), a through for corporate earnings improvement and process manufacturing industries such as master data through standard molding condition table and the production history file comparison collected during the manufacturing process and reduced failure rate with a new molding condition table digitized by arbitrary value for worker, a new pattern analysis and reinterpreted for various malfunction factors and exceptions, increased productivity, process improvement, the cost savings. It can be designed in a variety of data analysis and model validation. In addition, to secure manufacturing process of objectivity, consistency and optimization by standard set values analyzed and verified and may be optimized to support the industry type, fits optimization(standard setting) techniques through various pattern types.

Expression of EGFR in Non-small Cell Lung Cancer and its Effects on Survival (비소세포 폐암에서 EGFR의 발현률과 생존률에 미치는 영향)

  • Kim, Hak-Ryul;Jeong, Eun-Taik
    • Tuberculosis and Respiratory Diseases
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    • v.44 no.6
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    • pp.1285-1295
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    • 1997
  • Background : EGFR is one of the initial step in signal transduction pathway about multistep carcinogenesis. It is homologous to oncogene erbB-2 and is the receptor for EGF and TGF alpha. EGFR has important role in the growth and differentiation of tumor cells. So, EGFR in non-small cell lung cancer was examined to search for possible evidence as clinical prognostic factor. Methods : To investigate the role of EGFR in lung cancer, the author performed immunohistochemical stain of EGFR on 57 resected primary non-small cell lung cancer specimens. And the author analyzed the correlation between EGFR expression, clinical parameters, Sand $G_1$ phase fraction and survival. Results : 1) EGFR were detected in 56% of total 57 patients (according to histologic type, squamous cancer 50%, adenocarcinoma 63%, large cell cancer 75%) (according to TNM stage, stage I 64%, stage II 38%, stage III 55%) (according to cellular differentiation, well 50%, moderately 52%, poorly 65%). All differences were insignificant 2) Using the flow cytometric analysis, mean S-phase fraction of EGFR (+) and (-) group were 22.3(${\pm}10.5$)%. 18.0(${\pm}10.9$)% (p>0.05), mean $G_1$-phase fraction of EGFR (+) and (-) group were 68.4(${\pm}11.6$)%, 71.1(${\pm}12.8$)%, (p>0.05) 3) Two-year survival rate of EGFR (+) and (-) group were 53%, 84%, median survival time of EGFR (+) and (-) group were 26, 53 months. (p<0.05, Kaplan-Meier, generalized Wilcox) Conclusion : EGFR immunostaining may be a simple and useful method for survival prediction in non-small cell lung cancer.

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Tumor Recurrence in Hepatocellular Carcinoma Patients after Radiofrequency Ablation: Portal Hypertension as an Indicator of Recurrence of Hepatocellular Carcinoma (간세포암 환자의 고주파열치료 후 종양 재발: 예후인자로서 문맥고혈압)

  • Jang, Seong Won;Cho, Yun Ku;Kim, Ju Won;Gil, Je Ryung;Kim, Mi Young;Lee, Young
    • Journal of the Korean Society of Radiology
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    • v.79 no.5
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    • pp.264-270
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    • 2018
  • Purpose: To evaluate the effect of portal hypertension on the tumor recurrence in patients with hepatocellular carcinoma (HCC) and without hepatic decompression following radiofrequency ablation (RFA). Materials and Methods: Treatment-naïve HCC patients within the Milan criteria and with Child-Pugh class A were included in this study, who had performed RFA in our hospital between January 2010 and March 2017. Univariate and multivariate analyses using the Cox proportional hazard model were performed to find the predictors of local or distant tumor recurrence. Results: Overall, 178 patients were included in this study. Median follow-up period was 40.2 months. The difference in the local tumor progression rates depending on the absence or presence of portal hypertension was not statistically significant (p = 0.195). The 1-, 3-, and 5-year distant intrahepatic tumor spread rates were 6.6%, 29.5%, and 537% in patients without portal hypertension, and 23.4%, 51.9%, and 63.6% in patients with portal hypertension, respectively. The difference was statistically significant (p = 0.011). Univariate and multivariate analysis showed that portal hypertension was an independent predictor for distant intrahepatic tumor spread (p = 0.008). Conclusion: For HCC patients with Child-Pugh class A, portal hypertension adversely affected distant intrahepatic tumor progression.

Shape Design of FPCB Connector to Improve Assembly Performance (체결 성능 향상을 위한 FPCB 커넥터의 형상설계)

  • Kim, Dae-Young;Park, Hyung-Seo;Kim, Woong-Kyeom;Pyo, Chang-Ryul;Kim, Heon-Young
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.36 no.3
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    • pp.347-353
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    • 2012
  • Recently, multi-functionalization (as in smart phones) has been in demand, and the connectors connecting the electrical signals of each board in a cellular phone have become key components. The miniaturization of these connectors is required to achieve a finer pitch design and enhance the electrical signal transfer capacity. However, the miniaturization of connectors reduces the structural safety, and a finer pitch design may cause contact problems under external impact. In this paper, a preliminary design for miniaturized, finer-pitch connectors is suggested for a product with 50 pins and a thickness of 0.2 mm. The assembly process of the FPCB (Flexible Printed Circuit Board) and connector was simulated to ensure the holding force between the two components and avoid overstressing. The design optimization process was performed with the Taguchi method. Fatigue analysis was also conducted to predict the fatigue life of the terminal, and the theoretical and experimental results were compared.

Predictors of a Favorable Outcome after Emergent Carotid Artery Stenting in Acute Anterior Circulation Stroke Patients (급성 전방순환 뇌경색 환자에서 응급 경동맥 스텐트 삽입술 후 양호한 임상 결과의 예측인자)

  • Gyeong Il Moon;Byung Hyun Baek;Seul Kee Kim;Yun Young Lee;Hyo-Jae Lee;Woong Yoon
    • Journal of the Korean Society of Radiology
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    • v.81 no.3
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    • pp.665-675
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    • 2020
  • Purpose This study aimed to identify independent predictors of favorable outcomes associated with emergent carotid artery stenting (CAS) in patients with acute anterior circulation stroke. Materials and Methods This study included 93 patients with acute stroke who underwent emergent CAS to treat stenoocclusive lesions in the cervical internal carotid artery (ICA) within 6 hours of the onset of the associated symptoms. Data were compared between patients with and without favorable outcomes. The independent predictors of a favorable outcome were determined via logistic regression analysis (modified Rankin Scale 0-2 at 90 days). Results Intracranial tandem occlusion was noted in 81.7% of patients (76/93) among which (76/93), 55 of whom underwent intracranial recanalization therapy. Intracranial reperfusion was successful in 74.2% (69/93) and favorable outcomes were noted in 51.6% of patients (48/93). The mortality rate was 6.5% (6/93). In logistic regression analysis, diffusion-weighted imaging-Alberta Stroke Program Early CT Score [odds ratio (OR), 1.487; 95% confidence interval (CI), 1.018-2.173, p = 0.04], successful reperfusion (OR, 5.199; 95% CI, 1.566-17.265, p = 0.007), and parenchymal hemorrhage (OR, 0.042; 95% CI, 0.003-0.522, p = 0.014) were independently associated with a favorable outcome. Conclusion Baseline infarct size, reperfusion status, and parenchymal hemorrhage were independent predictors of favorable outcomes after emergent CAS to treat stenoocclusive lesions in the cervical ICA in patients with acute anterior circulation stroke.

Delamination Limit of Aluminum Foil-Laminated Sheet During Stretch Forming (등이축인장 모드 변형시 알루미늄 포일 접착강판의 박리한계 예측)

  • Lee, Chan-Joo;Son, Young-Ki;Lee, Jung-Min;Lee, Seon-Bong;Byun, Sang-Deog;Kim, Byung-Min
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.36 no.4
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    • pp.413-420
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    • 2012
  • An aluminum foil-laminated sheet is a laminated steel sheet on which aluminum foil is adhesively bonded. It is usually used on the outer panel of home appliances to provide an aluminum feeling and appearance on the surface of the product. The delamination of aluminum foil is one of the main problems during the stretch forming process. The purpose of this study is was to determine the delamination limit of an aluminum foil-laminated sheet in the stretch forming process. The delamination was dependent on the bonding strength between aluminum foil and steel sheet. The fracture behavior of the interface between the aluminum foil and the steel sheet was described by a cohesive zone model. A finite element was conducted with the cohesive zone model to analyze the relationship between the delamination limit and the bonding strength of the interface. The interface bonding strength was evaluated by lap shear and T-peel test. The delamination limit of the aluminum foil-laminated sheet was determined by using the bonding strength of the steel sheet. The delamination limit was also verified by the Erichsen test.