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A Study on the Quantitative Analysis of Cutting Parameters and Prediction Model for Surface Roughness in Milling (밀링가공에서 표면거칠기에 대한 절삭인자의 정량적 분석과 예측모델에 관한 연구)

  • Jang, Sung-Min;Kang, Shin-Gil
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.16 no.3
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    • pp.125-130
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    • 2017
  • In this study, the influence of various factors on surface roughness was investigated using the Taguchi experimental method through high-speed machining processing. Feed rate, pitch, tool diameter, and depth of cut are widely applied to high-speed machining conditions for mold production. Each of these factors was implemented and classified into three levels; then, after high speed machining, surface roughness was measured, the S/N ratio was analyzed, and the influence on the surface roughness of control factors was analyzed quantitatively by ANOVA. Using this information, a mathematical model for predicting surface roughness was derived from multiple regression analysis. This mathematical model enables the surface roughness value after high-speed machining to be predicted at the production stage, before machining, for a wide range of machining conditions.

Control of One Dimensional Inverse Scattering Pattern and Its Applications (일차원 역산란 패턴 제어와 그 응용)

  • 최종인;박의준
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.10 no.2
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    • pp.291-301
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    • 1999
  • A method for the synthesis of one-dimensional nonlinear distribution function is presented for the desired inverse scattering pattern. This method is based on the inverse transform of the solution of the Riccati equation derived from one-dimensional inverse scattering problem. Since the solution is analogous to the array factor or normalized space factor in collinear array antenna, the synthesis method for field pattern is applied for the construction of the involved line-source nonlinear distribution function. The suggested method is carried out under the optimization process, and is numerically verified by synthesizing the dispersive transmission line profile within the specified frequency band and control of scattered field on resistive strip.

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Optimization Design of the Clinch Stud using the Finite Element Analysis and the Taguchi Method (유한요소해석과 다구찌 방법을 이용한 클린치 스터드의 설계 최적화)

  • Byun, Hong-Seok;Kim, Gang-Yeon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.7
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    • pp.3135-3141
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    • 2013
  • This study derives the optimal conditions for design parameters of clinch stud with high torque resistance and bonding force by using FE simulation and Taguchi method. Maximum forming load and filled rate of material are considered as objective functions. Height and depth of groove with diameter and depth of lobe are chosen as design parameters. These control factors and the friction considered as noise factor are combined by orthogonal array. Forming load and filled rate are evaluated through the simulation. Simulation results are analyzed by using the ratio of signal to noise through Taguchi method. From these results, their optimal combination conditions are proposed. In the order of the most important parameter which affects filled rate, there are the height of lobe, the height of groove, the radius of lobe and the depth of groove.

Design of Neural Network Based IEF Filter for Time-varying Control of Incremental Factor (증가인자 시변제어를 위한 신경망 증가평가필터 설계)

  • 박상희;최한고
    • Journal of Biomedical Engineering Research
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    • v.23 no.5
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    • pp.333-340
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    • 2002
  • Powerline interference in bioelectric recordings is a common source of noise. IEF(Incremental Estimation Filter) has been used to eliminate powerline interferences in biosignals, especially in ECG(Electrocadiogram) signals. The constant incremental factor in the IEF filter, which affects the performance of noise rejection, is usually determined empirically or experimentally based on the input signals. This paper presents the design of neural network based IEF filter for time-varying control of the incremental factor. The proposed IEF filter is evaluated by applying to artificial signals as well as ECG signals of MIT-BIH database. For the relative comparison of noise-rejection performance, it is compared with adaptive noise canceler and conventional IEF filter. Simulation results show that the neural network based IEF filter outperforms these adaptive filters with respect to convergence speed and noise rejection is specific frequencies.

An Experimental Study on the Optimum Design of Sirocco Fan by Using Taguchi Method (다구찌 방법을 이용한 시로코 홴의 최적설계에 관한 실험적 연구)

  • Kim, Jang Kweon
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.23 no.6
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    • pp.761-768
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    • 1999
  • This paper is studied to find the optimum condition of double-inlet Sirocco fan installed in an indoor PAC for low noise operation by the Taguchi method. The goal of this study is to obtain the best combination of each control factor which results in a desired flowrate of Sirocco fan with minimum variability. In this study, the parameter design of the Taguchi method is adopted for robust design by the dynamic characteristic analysis using orthogonal arrays and S/N ratios. The flowrate measurements are conducted by using a multiple-nozzle-type fan tester according to the orthogonal array L9($3^4$). The results of this study can be summarized as follows ; (i) The optimum condition of control factor is a set of where A is an inner to outer diameter ratio($D_1/D_2$), B is a width to outer diameter ratio($L/D_2$), C is a blade attachment angle(${\theta}$) and D is a number of blade(Z), (ii) The flowrate under the optimum condition satisfies the equation $y=0.0384{\cdot}M$ where M is a signal factor, namely number of revolution. The flowrate performance improves about 7.3% more largely as compared with the current condition, which results in about 35RPM reduction of number of revolution for the target flowrate $18.5m^3/min$, and (iii) The sensitivity analysis shows that the major factors in contribution to flowrate performance are A, B, and D ; the percentage contributions of each control factor are 44.01%(Z), 26.77%($D_1/D_2$) and 20.42%($L/D_2$).

BGA Deveop Process Optimization for the Vertical Wet Equipment Using Taguchi Experiment (다구찌 방법을 이용한 BGA 현상 공정용 수직 습식 장비의 공정 최적화)

  • Ryu, Sun-Joong
    • Journal of the Korean Vacuum Society
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    • v.18 no.4
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    • pp.310-317
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    • 2009
  • Vertical wet equipment for the BGA develop process was newly developed substituted for conventional horizontal wet equipment. The benefits of vertical equipment are that the pattern damages generated by the collision between the patterns and transferring rollers can be eliminated because the direct contact between the equipment's transferring units and the soft dry film patterns does not occurs. Taguchi experiment was conducted to optimize the process characteristics for the vertical equipment. The experiment was organized as the smaller the better problem which includes adequate uncontrollable factor and controllable factors. The uncontrollable factors are the 4 sides of two panels which are loaded to the equipment at the same time. By the analysis of the experiment, temperature of the develop chemicals and develop spraying time are analyzed as the main controllable factors. Finally, line pattern's minimum width which is not damaged for the develop process was improved from $13.8{\mu}m$ for the horizontal equipment to $10.4{\mu}m$ for the vertical equipment. And dot pattern's minimum width is improved from $22.1{\mu}m$ to $16.3{\mu}m$.

The Production, Distribution, and Utilization of Rice in Japan (일본의 쌀 생산, 유통 및 이용 현용)

  • Inouchi, Naoyoshi
    • Food preservation and processing industry
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    • v.1 no.1
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    • pp.17-26
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    • 2002
  • 일본은 기후적으로도 쌀의 생산에 적합하며 쌀은 일본의 주곡이다. 1893년 국립농업연구소가 설치된 이래로 쌀은 품질과 단보당 생산량이 꾸준히 개선되어와 116의 노동시간으로 생산량은 2.5배의 증가를 가져왔다. 이러한 진전은 재배방법의 개선, 비료, 농약, 재배기술, 기계화, 관개배수, 농지개량 등의 요인들로 볼 수 있다. 현재 일본에서 생산되고 있는 주요 쌀 품종으로는 코시히카리($35.5\%$), 히토메보레($9.7\%$), 히노히카리($9.0\%$), 아키다코마치($8.5\%$), 키라라($4.8\%$) 등 10여 품종이며 최근에는 형질전환 품종의 연구와 함께 생물공학적 연구 ,생리, 품질, 곤충과 잡초, 토양, 식품가공 등 기본적인 연구에 심혈을 기울이고 있다. 새로운 형태의 쌀 품종으로는 냉동조리쌀밥, 초밥, 레토르트룡 쌀 등 가공용으로 적합하도록 하기 위하여 아밀로오즈의 함량을 $5-15\%$로 낮춘 쌀이나 카레, 필라프, 튀김 쌀 등의 용도에 적합하도록 아밀로오스의 함량을 $30\%$이상으로 높인 쌀뿐만 아니라 곡립의 크기와 길이 등을 변형시킨 쌀, 유색미, 향미, 단백질 함량 조절 쌀, 거대 배아미, lipoxygenase 활성을 없앤 쌀, 단맛나는 쌀 등이 연구, 생산되고 있다. 일본에서의 쌀이용은 먼저 가공용 쌀을 들 수 있다. 밥, 청주, 스낵, 쌀가루, 미소발효 등 다양하게 이용이 되고 있으며 parboiled rice와 이의 색과 향을 개선한 converted rice, 현미를 이용한 가공쌀, 쌀빵, 현미가루, 세척미, 쌀국수, 쌀스낵, 당과, 죽, 쌀은 채소아 함께하는 타키코미고한, 초밥, 냉동쌀밥, 무균포장밥, 건조밥, 즉석밥 등 매우 다양하다.는 일, 쌀 재배구조 조정과 함께 높은 미질을 가지는 품종육종, 기계화를 비롯한 경작기술의 발달, 쌀과 부산물 가공기술의 개발연구, 특정기능을 함유하는 유전공학적 기술의 적용, 토지와 도시화 그리고 식량순환에 시스템의 개혁 등 과학기술을 고양하는 일 등을 들 수 있다.하는데 도움이 되리라 생각된다.=0.002)가 통계적으로 유의한 인자였다. 결론 : 본 기관에서 시행되어진 근침윤성 방광암에 대한 방광보존치료법은 기존의 근치적 방광절제술에 비하여 대등한 치료성적을 내는 동시에 $63\%$에서 장기보존이 가능하였다. 따라서 본 치료법이 방광암의 치료에 적극적으로 적용되어야 할 것으로 생각하며 향후 여러 기관이 참여하는 활발한 연구를 통해 한국인에게 가장 적절한 치료법을 개발해야 될 것으로 생각한다. B2+3, C1, C2+3군에서 수술달독군과 방사선치료 추가군의 골반종양제어율은 각각 $79\%$$75\%$ (p=0.88), $100\%$$100\%,\;44\%$$68\%$ (p=0.01)이었다. 전체 환자를 대상으로 다요인 분석을 시행한 결과 생존율과 무병생존율에 병기만이 유의하였고 두 치료 군에서도 역시 병기가 유의한 인자로 나타났다. 전체환자에서 골반종양제어율에 유의한 예후인자로 다요인분석을 시행한 결과 병기와 수술방법이 유의하였다. 수술단독군에서는 병기만이 유의하였고 방사선치료 추가군에서는 수술방법만이 유의하여 복부회음절제술군의 골반종양재발률이 높았다. 결론 : 본 후향적 연구에서 수술 후 보조적 방사선치료를 시행하여 수술단독군에 비해 병기 C2+3군에서 골반종양제어율이 향상되었음을 알 수 있었다. 그러나 병기 B2이상의 모든 환자에서 골반종양제어율 뿐만 아니라 생존율의 향상을 가져오기

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Adjuvant Postoperative Radiation Therapy for Carcinoma of the Uterine Cervix (자궁경부암의 수술 후 방사선치료)

  • Lee Kyung-Ja;Moon Hye Seong;Kim Seung Cheol;Kim Chong Il;Ahn Jung Ja
    • Radiation Oncology Journal
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    • v.21 no.3
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    • pp.199-206
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    • 2003
  • Purpose: This study was undertaken to evaluate the efficacy of postoperative radiotherapy, and to investigate the prognostic factors for FIGO stages IB-IIB cervical cancer patients who were treated with simple hysterectomy, or who had high-risk factors following radical hysterectomy and pelvic lymph node dissection. Materials and Methods: Between March 1986 and December 1998, 58 patients, with FIGO stages IB-IIB cervical cancer were included in this study. The indications for postoperative radiation therapy were based on the pathological findings, including lymph node metastasis, positive surgical margin, parametrial extension, lymphovascular invasion, invasion of more than half the cervical stroma, uterine extension and the incidental finding of cervix cancer fellowing simple hysterectomy. All patients received external pelvic radiotherapy, and 5 patients, received an additional intracavitary radiation therapy. The radiation dose from the external beam to the whole pelvis was $40\~50$ Gy. Vagina cuff Irradiation was peformed, after completion of the external beam irradiation, at a low-dose rate of Cs-137, with the total dose of $4488\~4932$ chy (median: 4500 chy) at 5 mm depth from the vagina surface. The median follow-up period was 44 months ($15\~108$ months). Results: The 5-yr actuarial local control rate, distant free survival and disease-free survival rate were $98\%,\;95\%\;and\;94\%$, respectively. A univariate analysis of the clinical and pathological parameters revealed that the clinical stage (p=0.0145), status of vaginal resection margin (p=0.0002) and parametrial extension (p=0.0001) affected the disease-free survival. From a multivariate analysis, only a parametrial extension independently influenced the disease-free survival. Five patients ($9\%$) experienced Grade 2 late treatment-related complications, such as radiation proctitis (1 patient), cystitis (3 patients) and lymphedema of the leg (1 patient). No patient had grade 3 or 4 complications. Conclusion: Our results indicate that postoperative radiation therapy can achieve good local control and survival rates for patients with stages IB-IIB cervical cancer, treated with a simple hysterectomy, as well as for those treated with a radical hysterectomy, and with unfavorable pathological findings. The prognostic factor for disease-free survival was invasion of the parametrium. The prognosic factor identified in this study for treatment failure can be used as a selection criterion for the combined treatment of radiation and che motherapy.

Nonlinear Pitch and Torque Controller Design for Wind Turbine Generator Using Lyapunov Function (리아프노프 함수를 이용한 풍력 발전기 비선형 피치 및 토크 제어기 설계)

  • Kim, Guk-Sun;No, Tae-Soo;Jeon, Gyeong-Eon;Kim, Ji-Yon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.36 no.10
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    • pp.1147-1154
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    • 2012
  • In this study, a method for designing blade pitch and generator torque controllers for a wind turbine generator is presented. This method consists of two steps. First, the Lyapunov stability theory is used to obtain nonlinear control laws that can regulate the rotor speed and the power output at all operating ranges. The blade pitch controller is chosen such that it always decreases a positive definite function that represents the error in rotor speed control. Similarly, the generator torque controller always decreases a positive definite function that reflects the error in power output control. Then, the simulation-based optimization technique is used to tune the design parameters. The controller design procedure and simulation results are presented using the widely adopted two-mass model of the wind turbine.

A Study on Pedestrian's Psychological Estimation by Control of Main Design Factors in the Public Open Space (Focused on the Public Open Space of Centum and Seomyeon in Pusan) (공개공지 주요 설계요소 제어에 의한 보행자의 심리적 평가 (부산광역시 센텀지역 및 서면지역 공개공지를 중심으로))

  • Kim, Jong-Gu;Wang, Sang-Min
    • Journal of Korean Society of Transportation
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    • v.28 no.6
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    • pp.55-62
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    • 2010
  • The purpose of this research is to provide an a basic data for setting design standards and proposing improvement for public open space by analysis one which is the factor that quite influences public open space by factor analysis. First, Extract main design factors by survey and field investigation of the Public Open Space of Centum and Seomyeon in Pusan. After the extraction, Control and simulation of main design factors which selected by survey for making better improved public open space and resolving problems of it. Based on simulation data, the five-factors drawed by psychological estimation and factor analysis are Accessibility, Intimacy, Openness, Amenity, Convenience. By use of a result, Multiple Regression Analysis is implemented for correlation analysis between five-factors and user's satisfaction in the public open space. Therefore the it which influenced user's satisfaction in the public open space most was Accessibility. So, the public open space must be designed to improve Accessibility and Intimacy, Openness, Amenity, Convenience which influenced user's satisfaction were reviewed primary.