• Title/Summary/Keyword: normal behavior model

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Escape response of juvenile seabream with rockfish from the separating model codend in tank experiments

  • KIM, Yonghae
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.52 no.2
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    • pp.88-95
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    • 2016
  • Most grid sorting has been used to sort out flatfish in shrimp fisheries, while double grid systems have been tested to separate smaller shrimp. The escape of juvenile red seabream through separating panels made with steel grids or large mesh tested for masking effects in a two-species system. Fish behavior was observed in a circulating water tank. The escape rate was 20% greater with the separating codends than with the normal codend in the single-species experiments. The rates in the two-species experiments were 30% or 20% greater than the single-species rates for the normal or separating codends, respectively. The seabream retention rates in the grid separator codend decreased as rockfish retention increased, possibly due to a threat effect. Conversely, the retention rate of both species increased concurrently in the net separator, possibly due to a masking effect. The escape rates of juvenile red seabream varied by compartment in the mesh separating codend. These results suggest that grid separating codends can be used in the field as towed fishing gear to reduce juvenile catch.

Characteristics and Assessment of Printer Toner Adhesion (프린터 토너의 점착력 특성 및 평가 기법)

  • Lee, Jung-Eun;Kim, Kwang-Il;Kim, Hyun-Joon;Kim, Dae-Eun
    • Transactions of the Society of Information Storage Systems
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    • v.5 no.2
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    • pp.82-88
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    • 2009
  • Understanding the adhesion behavior and characteristics of toner film is required to achieve image and text printing with high quality resolution. Toner can be considered as a thin film coating on a media such as paper or polymer film. Quantitative measurement of adhesion characteristics of the thin film is important to assess the reliability of the system. In this work the main objective was to investigate the adhesion characteristic between the toner and the media by ramp loading scratch test method. The scratch test may be used to obtain quantitative information about the adhesion of the film to the substrate. In the scratch test a diamond tip was used to scratch the surface of the toner film under an increasing normal load until the toner detached or fractured. The critical load (LC) was obtained from the experimental results. Also, the relationship between the critical load and the adhesive strength of the interface between the substrate and the toner was obtained by measuring the normal and tangential forces during the scratch test. Finally, theoretical analysis of the toner scratch characteristics was performed based on Benjamin and Weaver theory, Plowing model, and Laugier model.

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KAFEPA: A Computer Code for CANDU PHWR-Fuel Performance Analysis under Reactor Normal Operating Condition (KAFEPA: 월성로형 핵연료봉의 정상상태 성능분석용 전산코드)

  • Suk, Ho-Chun;Woan Hwang;Sim, Ki-Seob
    • Nuclear Engineering and Technology
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    • v.19 no.3
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    • pp.180-185
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    • 1987
  • A computer code, KAFEPA, for analysing in-reactor behavior of a PHWR-fuel rod under reactor normal operating condition was developed. This code, KAFEPA, corresponds to the ELESIM code that was developed for the same purpose by AECL. Even though the KAFEPA originated from the ELESIM, it contains more accurate and theoretical models in comparison with the ELESIM, such as fission gas release model, in-reactor densification model and a new database for neutron flux depression across the radial direction in a fuel pellet. The KAFEPA code was verified by comparing the predictions with 22 measurements of fission product gas release. The predictions of the KAFEPA was well agreed with the experimental data.

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Deep neural networks trained by the adaptive momentum-based technique for stability simulation of organic solar cells

  • Xu, Peng;Qin, Xiao;Zhu, Honglei
    • Structural Engineering and Mechanics
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    • v.83 no.2
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    • pp.259-272
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    • 2022
  • The branch of electronics that uses an organic solar cell or conductive organic polymers in order to yield electricity from sunlight is called photovoltaic. Regarding this crucial issue, an artificial intelligence-based predictor is presented to investigate the vibrational behavior of the organic solar cell. In addition, the generalized differential quadrature method (GDQM) is utilized to extract the results. The validation examination is done to confirm the credibility of the results. Then, the deep neural network with fully connected layers (DNN-FCL) is trained by means of Adam optimization on the dataset whose members are the vibration response of the design-points. By determining the optimum values for the biases along with weights of DNN-FCL, one can predict the vibrational characteristics of any organic solar cell by knowing the properties defined as the inputs of the mentioned DNN. To assess the ability of the proposed artificial intelligence-based model in prediction of the vibrational response of the organic solar cell, the authors monitored the mean squared error in different steps of the training the DNN-FCL and they observed that the convergency of the results is excellent.

Analysis of The Behavior of Kurtosis By Simplified Model of One Sided Affiliated Impact Vibration

  • Takeyasu, Kazuhiro;Higuchi, Yuki
    • Industrial Engineering and Management Systems
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    • v.4 no.2
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    • pp.192-197
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    • 2005
  • Among many amplitude parameters, Kurtosis (4-th normalized moment of probability density function) is recognized to be the sensitive good parameter for machine diagnosis. Kurtosis has a value of 3.0 under normal condition and the value generally goes up as the deterioration proceeds. In this paper, simplified calculation method of kurtosis is introduced for the analysis of impact vibration with one sided affiliated impact vibration which occurs towards the progress of time. That phenomenon is often watched in the failure of such as bearings’ outer race. One sided affiliated impact vibration is approximated by one sided triangle towards the progress of time and simplified calculation method is introduced. Varying the shape of one sided triangle, various models are examined and it is proved that new index is a sensitive good index for machine failure diagnosis. Utilizing this method, the behavior of kurtosis is forecasted and analyzed while watching machine condition and correct diagnosis is executed.

Study on the Mechanical Behavior of Welded part in thick Plate (후판 용접부의 역학적 특성 -유한요소법에 의한 3차원 열탄소성 해석-)

  • 방한서
    • Journal of Welding and Joining
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    • v.10 no.4
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    • pp.250-258
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    • 1992
  • In order to clarify the mechanical behavior of welding crack and to evaluate the mechanical characteristics of welded parts in thick plate, it is very important to accurately predict the welding deformation and residual stress including transient state before welding. In this paper, the theory of a three-dimensional elasto-plastic problem for the analysis of mechanical phenomenon of welding joint on the plate is developed into an efficient and accurate method based on the finite element method, and then several examples are considered by using the proposed model. The results of numerical analyses are discussed in the viewpoint of the mechanical characteristics of the distribution of three-dimensional welding residual stresses, plastic strains and their production mechanism on the thick plate.

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Adhesive, Friction, and Deformation Behaviors of Pig Skin under Various Exposure Times to Air (돼지피부의 공기노출 시간에 따른 응착, 마찰 및 변형거동)

  • Shin, Hyunduk;Ahn, Hyo-Sok
    • Tribology and Lubricants
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    • v.30 no.1
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    • pp.36-45
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    • 2014
  • Understanding steel/skin contact phenomena is important for the study of object manipulation in robotics and has been a topic of great interest. In this study, pig skin was taken as a surrogate model for human skin, and its adhesive, friction, and deformation behaviors were measured under various exposure times to air. Indentation, friction, and scratch tests were performed at $25^{\circ}C$ and 45% relative humidity. The influences of adhesion and deformation on the coefficient of friction were characterized; the pig skin was found to be sensitive to the sliding velocity and normal load under the controlled experimental conditions.

FE ANALYSIS OF INTERFACIAL BEHAVIOR OF COLD FORGING TOOL COATED BY HARD FILM

  • HAYAKAWA Kunio
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2003.10b
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    • pp.18-21
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    • 2003
  • A behavior of interface of cold forging tool coated by hard film is analyzed by FEM. The indentation of a hemispherical tool of SUJ2 in JIS coated by electroplated coating of chromium into a cylindrical workpiece of S25C in JIS is performed. The proposed constitutive equations are implemented by the non-linear springs model at the interface. Calculated results show that the maximum interfacial normal displacement is observed at an immediately forward from the lip of the indentation, whereas maximum interfacial tangential displacement is at the immediately backward of the lip of the indentation.

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A study of temperature behavior and friction force generated by chemical mechanical polishing (화학 기계적 연마 시 발생하는 온도특성과 마찰력에 관한 연구)

  • 권대희;김형재;정해도;이응숙;신영재
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.10a
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    • pp.939-942
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    • 1997
  • In chemical mechanical polishing(CMP) there are many factors affecting the results. Temperature is one of the factors and it affects the removal rate. That is, the higher it arise, the more the material is removed. But the detailed temperature behavior is not discovered. In this study, we discover the distribution of temperature across the pad where the wafer has just been polished. And then we reveal the cause of the result in connection with the mechanical structure. In addition, we also discover the relationship of the friction force and normal force. With the result of two forces, we get the friction coefficient and obtain the contact model of the wafer and pad.

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Test of Fit for the Log-Normalness of the Post Dialling Delay

  • Won, Hyung-Gyoo
    • Journal of Korean Society for Quality Management
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    • v.22 no.2
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    • pp.79-88
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    • 1994
  • Delay has influenced customer satisfaction while using a telephone. It has been ranked second after transmission impairments in annoyance to customers. Therefore, it is important to analyze its behavior not only to increase the quality of service for the customers, but to provide its information to network planners and administrators and to designers of equipment and systems. In this paper, we consider a log-normal model as a candidate for describing the statistical behavior of the post dialling delay, i.e., the time to connect a call to the telephone network after dialling. Based on the real data, the log-normalness of the post dialling delays are convinced for the long distance calls, but not supported for the local calls. Uses of graphical plotting paper and statistical test of fit art discussed.

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