• Title/Summary/Keyword: Mixing Machine

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A Study on Optimal Design for Vertical Roller Mill using DOE and Neural Network (실험계획법과 신경망을 이용한 수직형 롤러 분쇄기의 최적설계에 관한 연구)

  • Lee, Dong-Woo;Lee, Soo-Jin;Hong, Soon-Hyeok;Cho, Seok-Swoo;Joo, Won-Sik
    • Proceedings of the KSME Conference
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    • 2004.04a
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    • pp.1130-1135
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    • 2004
  • The vertical roller mill is the important machine grinding and mixing various crude materials in the manufacturing process of portland cement. Vertical roller mill is subjected to the cyclic bending stress by rollers load. It demands $4{\times}10^7$ cycle but has $4{\times}10^6{\sim}8{\times}10^6$ cycle. It fractures at the edge of grinding path of outside roller. The repair expense for it amounts to 30% of total maintenance. Therefore, this study shows optimal design for vertical roller mill using DOE and neural network.

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Effect of Metal Powders on the Conductivity of Conductive Inks (금속입자가 전도성 잉크의 전도도에 미치는 영향)

  • Kwon, Doo-Hyo;Jeong, Tae-Eui;Kim, Nam-Soo;Han, Kenneth-N.
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.17 no.2
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    • pp.97-103
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    • 2008
  • In this investigation, conductivity of conductive inks was measured. A particular attention has been given to the effect of metal powders with various conductivity on the overall conductivity of the bulk ink. The conductivity of various solutions simulating conductive inks consisting of copper and silver was measured and the results have been discussed in relation to various applications of conductive inks in practice. A conductivity model simulating systems consisting of various materials has been introduced and the results were discussed. Materials of good conductivity are adversely affected by mixing with materials of poor conductivity simply through serial connection. However, parallel connection has rather little effect on the overall conductivity. The practical implication of various mixtures of materials on conductive inks has been discussed.

Properties of $SiC/MoSi_2$ Composites Prepared by Reaction Sintering Method (반응소결에 의한 $SiC/MoSi_2$ 복합체의 특성)

  • 한인섭;양준환;서동수
    • Journal of the Korean Ceramic Society
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    • v.31 no.4
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    • pp.399-406
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    • 1994
  • The SiC/MoSi2 composite material was prepared by infiltration with the mixture of metal Si and MoSi2 into the preform of $\alpha$-SiC and graphite under the vacuum atmosphere of 10-1 torr. The mechanical properties, phases and microstructural characteristics have been investigated by employing an universal testing machine, scanning electron microscope and X-ray diffractometer. With the increase of MoSi2/Si mixing content, the quantity of the residual silicon phase was decreased and the hardness and fracture toughness of composite materials were increased. Also, as the infiltration temperature increased, a lot of fine-grained $\beta$-SiC phases, which were produced from the reaction of graphite and liquid silicon melt, were transformed to $\alpha$-SiC phases.

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Optimization for Permeability and Electrical Resistance of Porous Alumina-Based Ceramics

  • Kim, Jae;Ha, Jang-Hoon;Lee, Jongman;Song, In-Hyuck
    • Journal of the Korean Ceramic Society
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    • v.53 no.5
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    • pp.548-556
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    • 2016
  • Recently, porous alumina-based ceramics have been extensively applied in the semi-conductor and display industries, because of their high mechanical strength, high chemical resistance, and high thermal resistance. However, the high electrical resistance of alumina-based ceramics has a negative effect in many applications due to the generation of static electricity. The low electrical resistance and high air permeability are key aspects in using porous alumina-based ceramics as vacuum chucks in the semi-conductor industry. In this study, we tailored the pore structure of porous alumina-based ceramics by adjusting the mixing ratio of the starting alumina, which has different particle sizes. And the electrical resistance was controlled by using chemical additives. The characteristics of the specimens were studied using scanning electron microscopy, mercury porosimetry, capillary flow porosimetry, a universal testing machine, X-ray diffraction, and a high-resistance meter.

A Study on Thermal, Mechanical and Electrical Properties as Silane Treated Epoxy/MICA Composites (실란처리된 Epoxy/MICA 콤포지트의 열적, 기계적 전기적 특성연구)

  • Park, Jae-Jun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.2
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    • pp.213-218
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    • 2013
  • In this study, epoxy/mica composite was prepared by mixing with mechanical stirrer together with homogenizer, and the effect of amino-type silane coupling agent was also studied. To reduce the viscosity without any decrement of other properties, 1,4-Butanediol diglycidyl ether (1,4-BDGE) as an aliphatic epoxy reactive diluent was introduced to the epoxy/mica composite in order to use as vanish for high voltage motor and generator stator winding. It was confirmed by scanning electron microscopy (SEM) observation that interfacial characteristics between organic epoxy and inorganic mica was modified by coupling agent treatment so that glass transition temperature increased, and tensile strength and electrical breakdown strength increased. The properties were estimated by Weibull statistical analysis and the ac electrical breakdown strength was 20.2% modified by treating silane coupling agent.

Determination of Reactivities by MO Theory (ⅩⅡ). Nucleophilic Substitution Reactions of N-Acetylpiperidone (MO 理論에 依한 反應性의 決定 (第12報). N-아세틸피페리돈의 親核性 置換反應)

  • Lee Ik Choon;Kim Shi Choon;Lee Suk Kee;Park Dong Whan;Jeon Young Gu
    • Journal of the Korean Chemical Society
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    • v.22 no.6
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    • pp.396-402
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    • 1978
  • MO theoretical studies on the conformation and the acid-catalyzed nucleophilic substitution of N-acetylpyperidone were carried out by EHT, CNDO/2 and the orbital mixing analytical methods. MO calculations show that the most preferred conformation is the half-chair, cis-trans form and the protonation occurs most readily on the acetyl carbonyl oxygen. These results were interpreted in terms of conjugative, electrostatic and steric effect. From orbital mixing analysis, we found also that the reactivity of protonated carbonyl carbon is greatly enhanced due to increase in positive charge (for charge controlled reaction) of the carbonyl carbon atom. Accordingly, the acetyl cleavage will be preferred in the nucleophilic substitution (acid-catalyzed hydrolysis) to the ring cleavage.

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The Ejector Design and Test for 5kW MCFC System (5kW 용융탄산염 연료전지(MCFC) 이젝터 설계 및 시험)

  • Kim, Beom-Joo;Kim, Do-Hyeong;Lee, Jung-Hyun;Lee, Sung-Yoon;Kim, Jin-Yoel;Kang, Seung-Won;Lim, Hee-Chun
    • Journal of Hydrogen and New Energy
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    • v.20 no.1
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    • pp.31-37
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    • 2009
  • An ejector is a machine utilized for mixing fluid, maintaining a vacuum, and transporting fluid. The Ejector enhances system efficiency, are easily operated, have a mechnically simple structure, and do not require a power supply. Because of these advantages, the ejector has been applied to a variety of industrial fields such as refrigerators, power plants and oil plants. In this work, an ejector was used to safely recycle anode tail gas in a 5 kW Molten Carbonate Fuel Cell system at KEPRI(Korea Electric Power Research Institute). In this system, the ejector is placed at mixing point between the anode tail gas and the cathode tail gas or the fresh air. Commercial ejectors are not designed for the actual operating conditions for our fuel cell system. A new ejector was therefore designed for use beyond conventional operating limits. In this study, the entrainment ratio is measured according to the diametrical ratio of nozzle to throat in the designed ejector. This helps to define important criteria of ejectors for MCFC recycling.

Characteristics of avant-garde deconstruction-ism expressed in Alexander McQueen's Design (알렉산더 맥퀸 디자인에 나타난 아방가르드적 해체주의 특성)

  • Kwon, Hae-Sook;Keum, Yun-Jin
    • Journal of Fashion Business
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    • v.12 no.2
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    • pp.100-116
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    • 2008
  • This study aims to analyze the characteristics of deconstruction-ism expressed in the fashion of Alexander McQueen. The method and contents of this study are as follows. The three large categories for analysis are indeterminacy, decentralization, and intertextuality. The indeterminacy of meaning is divided into unstructured and unorganized factors in fashion, while decentralization can be categorized into cross-gender, subculture, and post-humanism. Lastly, inter-textuality is classified into factors of mixing mode and mixed styles. Materials for analysis were chosen from a total of 616 designs from the website, www.firstview.com, which carries McQueen's collection from 2000 S/S through 2007 F/W. My analysis qualitatively evaluates the frequency of each category and the characteristics of design. The result of this study is as followed. First, the avant-garde facets of inter-textuality are most prominent. In particular, McQueen has introduced retro fashion and ethnic factors of the third world, not to copy them but to create hybrid designs by using pastiches and mixing fashion styles. Moreover, he has enjoyed using two fabrics of different texture in order to inflict a shock and contrast, thus enriching his fashion. Second, the indeterminacy of meaning is the second most frequently shown facet of McQueen's fashion design. McQueen has employed unstructured expression techniques, which dismantle harmony and balance, the basic rule of design, and has presented unorganized images free from basic forms of design. He has made a new attempt to acknowledge clothing as an expressive artwork by allowing clothes to take a complete form when a person actually wears them. Third, the aspects of decentralization were also shown in McQueen's design. His trans-gender clothing dissolves the traditional division of men and women and adopts a mixed gender expression. Furthermore, he has even tried to express a fourth gender by connecting the human with machine or animal or by connecting the material with the non-material.

3D-Porous Structured Piezoelectric Strain Sensors Based on PVDF Nanocomposites (PVDF 나노 복합체 기반 3차원 다공성 압전 응력 센서)

  • Kim, Jeong Hyeon;Kim, Hyunseung;Jeong, Chang Kyu;Lee, Han Eol
    • Journal of Sensor Science and Technology
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    • v.31 no.5
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    • pp.307-311
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    • 2022
  • With the development of Internet of Things (IoT) technologies, numerous people worldwide connect with various electronic devices via Human-Machine Interfaces (HMIs). Considering that HMIs are a new concept of dynamic interactions, wearable electronics have been highlighted owing to their lightweight, flexibility, stretchability, and attachability. In particular, wearable strain sensors have been applied to a multitude of practical applications (e.g., fitness and healthcare) by conformally attaching such devices to the human skin. However, the stretchable elastomer in a wearable sensor has an intrinsic stretching limitation; therefore, structural advances of wearable sensors are required to develop practical applications of wearable sensors. In this study, we demonstrated a 3-dimensional (3D), porous, and piezoelectric strain sensor for sensing body movements. More specifically, the device was fabricated by mixing polydimethylsiloxane (PDMS) and polyvinylidene fluoride nanoparticles (PVDF NPs) as the matrix and piezoelectric materials of the strain sensor. The porous structure of the strain sensor was formed by a sugar cube-based 3D template. Additionally, mixing methods of PVDF piezoelectric NPs were optimized to enhance the device sensitivity. Finally, it is verified that the developed strain sensor could be directly attached onto the finger joint to sense its movements.

Application and Comparison of Data Mining Technique to Prevent Metal-Bush Omission (메탈부쉬 누락예방을 위한 데이터마이닝 기법의 적용 및 비교)

  • Sang-Hyun Ko;Dongju Lee
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.46 no.3
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    • pp.139-147
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    • 2023
  • The metal bush assembling process is a process of inserting and compressing a metal bush that serves to reduce the occurrence of noise and stable compression in the rotating section. In the metal bush assembly process, the head diameter defect and placement defect of the metal bush occur due to metal bush omission, non-pressing, and poor press-fitting. Among these causes of defects, it is intended to prevent defects due to omission of the metal bush by using signals from sensors attached to the facility. In particular, a metal bush omission is predicted through various data mining techniques using left load cell value, right load cell value, current, and voltage as independent variables. In the case of metal bush omission defect, it is difficult to get defect data, resulting in data imbalance. Data imbalance refers to a case where there is a large difference in the number of data belonging to each class, which can be a problem when performing classification prediction. In order to solve the problem caused by data imbalance, oversampling and composite sampling techniques were applied in this study. In addition, simulated annealing was applied for optimization of parameters related to sampling and hyper-parameters of data mining techniques used for bush omission prediction. In this study, the metal bush omission was predicted using the actual data of M manufacturing company, and the classification performance was examined. All applied techniques showed excellent results, and in particular, the proposed methods, the method of mixing Random Forest and SA, and the method of mixing MLP and SA, showed better results.