• Title/Summary/Keyword: Defect State

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Cascade Network Based Bolt Inspection In High-Speed Train

  • Gu, Xiaodong;Ding, Ji
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.10
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    • pp.3608-3626
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    • 2021
  • The detection of bolts is an important task in high-speed train inspection systems, and it is frequently performed to ensure the safety of trains. The difficulty of the vision-based bolt inspection system lies in small sample defect detection, which makes the end-to-end network ineffective. In this paper, the problem is resolved in two stages, which includes the detection network and cascaded classification networks. For small bolt detection, all bolts including defective bolts and normal bolts are put together for conducting annotation training, a new loss function and a new boundingbox selection based on the smallest axis-aligned convex set are proposed. These allow YOLOv3 network to obtain the accurate position and bounding box of the various bolts. The average precision has been greatly improved on PASCAL VOC, MS COCO and actual data set. After that, the Siamese network is employed for estimating the status of the bolts. Using the convolutional Siamese network, we are able to get strong results on few-shot classification. Extensive experiments and comparisons on actual data set show that the system outperforms state-of-the-art algorithms in bolt inspection.

Modeling Of Management Decisions Of Organization Of Production Systems

  • Arutiunian, Yevhen;Mikhailutsa, Olena;Pozhuyev, Andriy;Аzhazha, Maryna;Arutiunian, Iryna;Zrybnieva, Iryna;Slyva, Yuliia
    • International Journal of Computer Science & Network Security
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    • v.21 no.7
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    • pp.87-92
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    • 2021
  • Analysis of current state of construction industry functioning in Ukraine allows us to identify a number of problems having negative impact on sustainable development of construction industry, especially in terms of its organization. Therefore, it is absolutely essential to study existing methods of organization system supplying construction sites with necessary material resources. Companies can develop their own logistics departments, which independently solve logistics issues related to transportation organization and management, accounting and inventory management, acquisition and warehousing, intercommunication (ability to obtain both final and intermediate information during transporting materials). Using a complex of methods is substantiated: the hierarchy analysis method (Saati's method), the network method, the defect elimination algorithm DEA, the transportation problem that finds optimal problem solutions for construction sector with the purpose of rational supplying uninterrupted construction with building resources in the designed model "provider-transportation-costs".

Hypothermia for the Junctional Ectopic Tachycardia after VSD Closure - one case report- (심실중격결손증 수술후 발생한 방실접합부 이소성 빈맥에 대한 저체온 치료 - 1례 보고 -)

  • Kim, Dae-Sig;Yang, Jin-Young;Koo, Won-Mo;Moon, Seung-Chul;Lee, Gun;Lee, Hyeon-Jae;Lim, Chang-Young
    • Journal of Chest Surgery
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    • v.31 no.12
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    • pp.1226-1229
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    • 1998
  • 50 days old, 4.5kg male patient was admitted at department of pediatrics due to congenital heart disease with congestive heart failure. The echocardiographic finding was perimembranous type ventricular septal defect. The patient underwent open heart surgery for patch closure of VSD. Immediately postoperatively, junctional ectopic tachycardia developed and the patient was in hemodynamically unstable state with decreased urine output. We used inotropics, digitalis and diuretics, however these treatments were not effective in recovering the unstable state. Therefore, we tried a mild hypothermic treatment(34℃). During the POD #2, mild hypothermia method was repeated four times. The junctional ectopic tachycardia was converted to normal sinus rhythm, hemodynamic state was stable, and urine output was increased. The patient was discharged at POD #8.

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On the Countermeasure for Preventing the Accident of Cargo Handling in Port (항만하역관할의 원인분석 및 예방대책에 관하여)

  • 박용욱;이철영
    • Journal of the Korean Institute of Navigation
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    • v.17 no.3
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    • pp.57-68
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    • 1993
  • The economy of Korea has grown up significantly in its scale. It has, therefore, become imperative to develop countermeasures to prevent work related injuries and occupational illnesses resultining from haza-rdous working conditions and handling harmful substances. A lot of cargo handling accident in port have occurred due to the characteristics of poor working environment, diversity of working place and method, fluctuation of the amount of cargo and handling of heavy, long, harmful and dangerous cargo, etc. According to '91 industrial accident analysis carried out by the ministry of labour, the number of the stevedores injured by cargo handling accident in port were 1, 432 persons (the death accident : 22 per-sons), the amount of industrial accident compensation in port was 6.7 billion won (the amount of economic loss : 33.6 billion won), and the injury occurance rate of the stevedoring industry was higher than that of the whole industry. This paper, therefore, aims to the actual status of the stevedoring industry and to extract the main cau-ses of the accidents related to cargo handling in port through factor analysis using the data of the accide-nts in the whole habour from 1990 to 1992, and to suggest the countermeasures to prevent such accident. The main causes of the accident and countermeasures are found to be as follows through the factor analy-sis : Factor1, factor2, and factor3 related to a defect of human being and management, a defect of state and environment, and an insufficiency of education and law are extracted. The short-term countermeasures to prevent these accidents are 1) to consolidate the safety and health organization in the working spot, 2) to secure a safe condition in working spot before dock work, 3) to strengthen a dock worker's safety educa-tion. The long-term countermeasures are 1) to promote a decasualisation of dock workers, 2) to modernize the cargo working methods through constructing exclusive pier and introducing exclusive cargo handling equipment, 3) to establish a exclusive dock accident prevention organization and the dock workers law. Factor 4, factor5, factor6, and factor7 related to an unfitness, a deficiency of technical knowledge, a nonfu-lfilment of safety measures, and a bad arrangement are extracted. The countermeasures to prevent these accidents are 1) to perform a complete safety inspection of cargo handling equipments and tools and to carry out the dock work according to a working plan, 2) to publish and supply technical safety books, safety instruction book, safety check list, etc., 3) to strengthen the safety patrol at the working spot in habour and to activate a safety fund, 4) to maintain always a clean workshop with the safety consciousness in which the good arragement of the working spot is considered to be the beginning of safety.

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Micro-CT Evaluation of Stainless Steel Crowns on Extracted Primary Molars (Micro-CT를 이용한 발거된 유구치의 기성금속관 평가)

  • Jung, Boram;Shin, Jonghyun;Jeong, Taesung;Kim, Jiyeon;Kim, Shin
    • Journal of the korean academy of Pediatric Dentistry
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    • v.42 no.1
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    • pp.53-61
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    • 2015
  • This study was conducted for the purpose of evaluating the stainless steel crowns on extracted primary molars and thus identifying frequent errors and defects. Visual assessment and micro-computed tomography (micro-CT) image analysis were performed on 97 primary molars for evaluation of the state of marginal adaptation, cement loss, secondary caries, ledge formation, attritive perforation and marginal polishing defect. The results were as follows: In the examination of object teeth by evaluation criteria, cement loss was found most frequently (98%), followed by secondary caries (42.3%), marginal polishing defect (41.2%), ledge formation (29.9%) and attritive perforation (17.5%), in this order. The cement loss at the margins showed a significant relationship with marginal gap and secondary caries: the larger the marginal gap is, the more frequent is the cement loss (p < 0.05). The average marginal gap was $0.31{\pm}0.26mm$ and showed the highest value in the maxillary 2nd primary molars. The location of the crown margin above the cementoenamel junction was found most frequently and it was found that the higher the crown margin is located, the less the marginal gap becomes (p < 0.05). In conclusion, it is thought very desirable to pay closer attention to crown margins and shapes for stainless steel crown restoration in order to minimize the marginal gaps and consequent cement loss.

Main Differences of Warranties under Marine Insurance Contract - with Comparisons between U.K., U.S. and Korea - (국제무역 계약상 해상보험의 담보에 대한 주요 차이점 -영국, 미국, 한국의 비교)

  • Pak, Myong-Sop;Han, Nak-Hyun
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.44
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    • pp.111-180
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    • 2009
  • According to English law, in a voyage policy there is an implied warranty that at the commencement of the voyage the ship shall be seaworthy for the purpose of the particular adventure to be insured. However, Unites States law affords the implied warranty of seaworthiness a great deal of latitude. In the case of voyage policies, it has been traditionally held that the assured is bound not only to have his vessel seaworthy at the commencement of the voyage but also to keep her so, insofar as this can be achieved by himself and his agents, throughout the voyage. Additionally, a defect in seaworthiness, arising after the commencement of the risk, and permitted to continue from bad faith or want of ordinary prudence or diligence on the part of the insured or his agents, discharges the insurer from liability for any loss consequent to such bad faith, or want of prudence or diligence; but does not affect the insurance contract in reference to any other risk or loss covered by the policy, and which is not caused or exacerbated by the aforementioned defect. One of the most important areas of difference in the marine insurance contract between the U.K. and U.S. is the breach of warranty. Prior to the Wilburn Boat case, the MIA was thought to hold that the effect of a breach of warranty was similar under American law -in that under the general maritime law literal compliance with all promissory warranties is required. In this case, the Court concluded that state law should apply to a marine insurance policy, and found that there was no federal rule addressing the consequences of a breach of warranty in marine polices. However, it is of the utmost importance that this case brought to a close the imperative concordance between English and American law. Meanwhile, in relation to marine insurance contracts in Korea, this insurance is subject to English law and practice;, additionally, the international trade volume between Korea and the United States has assumed a vast scale. Therefore, we believe it is important to understand the differences in marine insurance law between the two countries in terms of marine insurance contracts, and most specifically warranties.

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Orbital Volume Change Resulted from Packing in Ethmoidal Sinus for Correction of Isolated Medial Orbital Fractures (안와내벽파열골절의 내시경적 사골동내 충전에 따른 안와용적 변화)

  • Kim, Kyoung-Hoon;Choi, Soo-Jong;Kang, Cheol-Uk;Bae, Yong-Chan;Nam, Su-Bong
    • Archives of Craniofacial Surgery
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    • v.10 no.1
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    • pp.7-13
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    • 2009
  • Purpose: Endoscopic transnasal correction of the medial orbital fractures cannot be enable to confirm the reduction degree of orbital volume without imaging modalities. We have intended through this study to make a quantative analysis of preoperative orbital volume increment and the reduction degree of that after ethmoidal sinus packing by using CT scan. Methods: In this retrospective study, 22 patients were selected to evaluate the postoperative volume reduction, who took 2 CT scans which are pre- and postoperative under the same protocol. The postoperative CT scan was carried out in about 5 days after the operation with the packing inserted into ethmoidal sinus. The length of bony defect on each section was measured by PACS program and the area of defect was calculated by summing lengths on each section multiplied by the thickness of the section. When the outline of orbit on the slice is drawn manually with a cursor, PACS program measures the area automatically. Orbital volume was calculated from the sum of the area multiplied by the section thickness. Results: The mean dimension of fractured walls was $2.86{\pm}0.99cm^2$. The mean orbital volume of the unaffected orbits was $22.89{\pm}2.15cm^3$ and that of the affected orbits was $25.62{\pm}2.82cm^3$. The mean orbital volume increment of the affected orbits was $2.73{\pm}1.13cm^3$. After surgery, the mean orbital volume of the unaffected orbits was $22.46{\pm}2.73cm^3$ and the mean orbital volume decrease on the surgical side was $2.98{\pm}1.07cm^3$. The estimated correction rate was 118.30%. Conclusion: The orbital volume increment in fractured orbit showed linear correlation with the dimension of fractured area. The orbital volume changes after ethmoidal sinus packing also showed linear correlation with orbital volume increment in fractured orbit. This study showed the regressive linear correlation between the increment of orbital volume and the correction rate. To evaluate the maintenance of reduction state, we think that the further study should be done for comparative analysis of orbital volume change after removal of packing.

Comparison between Myocardial Perfusion and Function in Rest State in Coronary Artery Disease - Dipyridamole $^{99m}Tc-MIBI$ SPECT and Rest Gated Blood Pool Scan - (관상동맥질환에서 휴식기의 심근관류 정도와 휴식기 심기능 변화의 비교 - Dipyridamole 부하 $^{99m}Tc-MIBI$ SPECT와 휴식기 Gated Blood Pool Scan -)

  • Choi, Chang-Woon;Lee, Dong-Soo;Kim, Sang-Eun;Bae, Sang-Kyun;Yang, Hyung-In;Chung, June-Key;Lee, Myoung-Mook;Lee, Myung-Chul;Park, Young-Bae;Seo, Jung-Don;Lee, Young-Woo;Koh, Chang-Soon
    • The Korean Journal of Nuclear Medicine
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    • v.26 no.2
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    • pp.265-273
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    • 1992
  • Rest gated blood pool scan (Rest GBP scan) and dipyridamole $^{99m}Tc-MIBI$ SPECT were Performed in 34 patients with or suspected coronary artery disease. Both studies were performed within $2\sim32$ days (mean 8.1 days). A significant correlation was present between left ventricular ejection fraction (r= -0.7356, p<0.001) and peak ejection rate and peak filling rate in rest GBP scan and perfusion defect in MIBI SPECT. And there were acceptable correlations (0.05$26.2{\pm}10.8%$, severe hypokinesia, akinesia or dyskinesia in 16 regions: $78.2{\pm}23.7$, p<0.001). These data indicate there is a significant coupling between the degree of myocardial perfusion and the myocardial functional change in coronary artery disease.

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Magnetic Properties of Transition Metal Doped La0.5Ca0.5(Mn0.98TM0.02)O3(TM=Cr, Ti) (전이금속을 치환한 란탄망간산화물계 La0.5Ca0.5(Mn0.98TM0.02)O3(TM=Cr, Ti)의 자성 특성 연구)

  • Kang, J.H.;Jun, S.J.;Park, J.S.;Lee, Y.P.;Lee, Y.S.
    • Journal of the Korean Magnetics Society
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    • v.17 no.1
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    • pp.14-17
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    • 2007
  • Magnetic properties of transition metal doped $La_{0.5}Ca_{0.5}(Mn_{0.98}TM_{0.02})O_3$(TM=Cr and Ti) are studied. The samples are synthesized by the conventional solid-state method. Using vibrating sample magnetometer magnetization-temperature measurement were carried out with zero field cooling and field cooling at 50 Oe. Cr-doped sample shows cluster or spin glass like behavior while Ti doped does not. Curie temperature obtained were decreased from that of LCMO(245.5 K). Curie temperatures of Cr-doped and Ti-doped samples are 235.5 K and 232.7 K, respectively. The temperature-dependent coercivity $H_c(T)$ was also measured. The coercive force continuously decreases with the substitution of Cr and Ti, The result can be understood in terms of the interaction between defect and domain wall.

Histologic evaluation of various membranes on periodontal tissue regeneration of 1-wall intrabony defects in dogs (성견 1벽성 골내낭 결손부의 조직재생에 대한 수종의 차폐막의 조직학적 평가)

  • Yang, Jin-Hyuk;Chae, Gyung-Joon;Yun, Jeong-Ho;Song, Si-Eun;Lee, Yong-Keun;Cho, Kyoo-Sung;Kim, Chong-Kwan;Choi, Seong-Ho
    • Journal of Periodontal and Implant Science
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    • v.38 no.1
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    • pp.51-58
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    • 2008
  • Purpose: In dental clinical fields, various periodontal membranes are currently used for periodontal regeneration. The periodontal membranes are categorized into two basic types: resorbable and non-resorbable. According to the case, clinician select which membrane is used. Comparing different membranes that are generally used in clinic is meaningful. For this purpose, this study evaluates histological effects of various membranes in canine one wall intrabony defect models and it suggest a valuation basis about study model. Material and Method: The membranes were non-resorbable TefGen $Plus^{(R)}$, resorbable Gore Resolut $XT^{(R)}$ and resorbable $Osteoguide^{(R)}$. One wall intrabony defects were surgically created at the second and the mesial aspect of the fourth mandibular premolars in either right or left jaw quadrants in two dogs. The animals were euthanized 8 weeks post-surgery when block sections of the defect sites were collected and prepared for histological evaluation. Results: 1. While infiltration of inflammatory cells were observed in control, TefGen $Plus^{(R)}$ and Gore Resolut $XT^{(R)}$, it was not observed in $Osteoguide^{(R)}$. 2. TefGen $Plus^{(R)}$ had higher integrity than others and $Osteoguide^{(R)}$ was absorbed with folding shape. Gore Resolut $XT^{(R)}$ was divided everal parts during resorbtion and it was also absorbed from inside. 3. Quantity of new bone and new cementum was not abundant in all membranes. 4. For histologic evaluation of membranes we should consider infiltration of inflammatory, migration of junctional epithelium, integrity of membrane, quantity of new bone and new cementum, connective tissue formation and aspect of resorption. Conclusion: This histologic evaluation suggests that $Osteoguide^{(R)}$ provides periodontal regenerative environment with less inflammatory state. It is meangful that this study model suggests a valuation basis about other study model.