• Title/Summary/Keyword: 인자 최적화

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Analysis of the major factors of influence on the conditions of the Intensity Modulated Radiation Therapy planning optimization in Head and Neck (두경부 세기견조방사선치료계획 최적화 조건에서 주요 인자들의 영향 분석)

  • Kim, Dae Sup;Lee, Woo Seok;Yoon, In Ha;Back, Geum Mun
    • The Journal of Korean Society for Radiation Therapy
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    • v.26 no.1
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    • pp.11-19
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    • 2014
  • Purpose : To derive the most appropriate factors by considering the effects of the major factors when applied to the optimization algorithm, thereby aiding the effective designing of a ideal treatment plan. Materials and Methods : The eclipse treatment planning system(Eclipse 10.0, Varian, USA) was used in this study. The PBC (Pencil Beam Convolution) algorithm was used for dose calculation, and the DVO (Dose Volume Optimizer 10.0.28) Optimization algorithm was used for intensity modulated radiation therapy. The experimental group consists of patients receiving intensity modulated radiation therapy for the head and neck cancer and dose prescription to two planned target volume was 2.2 Gy and 2.0 Gy simultaneously. Treatment plan was done with inverse dose calculation methods utilizing 6 MV beam and 7 fields. The optimal algorithm parameter of the established plan was selected based on volume dose-priority(Constrain), dose fluence smooth value and the impact of the treatment plan was analyzed according to the variation of each factors. Volume dose-priority determines the reference conditions and the optimization process was carried out under the condition using same ratio, but different absolute values. We evaluated the surrounding normal organs of treatment volume according to the changing conditions of the absolute values of the volume dose-priority. Dose fluence smooth value was applied by simply changing the reference conditions (absolute value) and by changing the related volume dose-priority. The treatment plan was evaluated using Conformal Index, Paddick's Conformal Index, Homogeneity Index and the average dose of each organs. Results : When the volume dose-priority values were directly proportioned by changing the absolute values, the CI values were found to be different. However PCI was $1.299{\pm}0.006$ and HI was $1.095{\pm}0.004$ while D5%/D95% was $1.090{\pm}1.011$. The impact on the prescribed dose were similar. The average dose of parotid gland decreased to 67.4, 50.3, 51.2, 47.1 Gy when the absolute values of the volume dose-priority increased by 40,60,70,90. When the dose smooth strength from each treatment plan was increased, PCI value increased to $1.338{\pm}0.006$. Conclusion : The optimization algorithm was more influenced by the ratio of each condition than the absolute value of volume dose-priority. If the same ratio was maintained, similar treatment plan was established even if the absolute values were different. Volume dose-priority of the treatment volume should be more than 50% of the normal organ volume dose-priority in order to achieve a successful treatment plan. Dose fluence smooth value should increase or decrease proportional to the volume dose-priority. Volume dose-priority is not enough to satisfy the conditions when the absolute value are applied solely.

Determination of Main Factors Affecting the Electrodialysis of Succinate by Using Design of Experiment Method (실험계획법을 이용한 숙신산염 탈염의 주요 공정변수 결정)

  • Shin, Seunghan;Chang, Eugene;Lee, Do-Hoon;Kim, Sangyong
    • Applied Chemistry for Engineering
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    • v.19 no.2
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    • pp.179-184
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    • 2008
  • The separation and purification of succinate are necessary for the succinic acid production by a fermentation process. Among the purification processes, desalination of succinate is inevitable. In this work, electrodialysis was selected as a desalination method and its operating parameters affecting the degree of desalination and energy consumption were examined. Commercialized electrodialysis apparatus was used in this work and its optimum operating parameters were determined by using design of experiment (DOE) method. Voltage, concentration of succinate, and pH were selected as main parameters. Among them, voltage seemed to be the most important one. The final conversion of succinate to succinic acid was calculated when the operating parameters were optimized. Finally, the effect of impurities, such as corn steep oil, yeast extract, and dextrose on the electrodialysis efficiency was also studied.

Discrete element analysis for design modification of leveling blade on motor grader vehicle (모터 그레이더 평탄작업용 블레이드의 설계개선을 위한 개별요소법 해석)

  • Song, Chang-Heon;Oh, Joo-Young;Cho, Jung-Woo;Kim, Mun-Gyu;Seok, Jeong-Ho
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.23 no.6
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    • pp.423-438
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    • 2021
  • The blade of motor grader is used for scattering and leveling the aggregates on the foundation of road construction site. The paper performed a design improvement research of the blade part to enhance the working efficiency of motor graders. The scattering works of aggregates by blade driving were simulated by DEM (discrete element method) of a dynamic code. The four design parameters were selected and a specific leveling scenario for the simulation was determined. The nine blade models were numerically experimented, and the sensitivity of each factors was analyzed. Next, the design factors that influence a blade performance have been selected by ANOVA, and these key design factors were applied to the progressive quadratic response surface method (PQRSM). The optimum set of design factors of the blade was finally proposed.

Impact Absorption Performance of Multi-layered Composite Structures based on Material-Structure Optimization (소재-구조 최적화 기반 다층-복합재료구조 충격흡수성능)

  • Kim, Byung-Jo;Kim, Tae-Won
    • Composites Research
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    • v.22 no.3
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    • pp.66-73
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    • 2009
  • Total thickness, areal density and mass moment of inertia of materials are important material factors for structural characteristics. In this work, a material-structural optimization was performed up to the maximum ballistic limit of multi-layered composite structures under high impact velocity followed by the investigation of the influence of these factors on an impact absorption performance. A unified model combined with Florence's and Awerbuch-Bonder's models was used in optimizing the multi-layered composite structure consisting of CMC, rubber, aluminum and Al-foam. Total thickness, areal density and mass moment of inertia were used for the optimization constraint. As shown in the results, the ballistic limit determined from a newly developed unified model was closely similar to the finite clement analysis. Additionally, the ballistic limit and impact absorption energy obtained by the optimized structure were improved approximately 16.8% and 26.7%, respectively comparing with a not optimized multi-layered structure.

DFSS-Based Design of a Hall-Effect Rotary Position Sensor (DFSS 를 이용한 홀 효과 기반 회전형 위치 센서의 설계)

  • Kim, Jae-Eun
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.36 no.2
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    • pp.231-236
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    • 2012
  • This work presents the application of the DFSS (Design for Six Sigma) methodology to optimizing both the linearity and the sensitivity of the output voltage of a Hall-effect rotary position sensor. To this end, the dimensions and relative positions of a permanent magnet with reference to a Hall sensor are selected as the design factors for a full factorial design. In order to evaluate the output voltage of the rotary position sensor at each run in the experimental design, analytical solutions to the magnetic flux density were obtained using the Biot-Savart law and the relations between the magnetic flux density and the output voltage intrinsic to a Hall sensor. Through measurements of the improved output voltage of the rotary position sensors manufactured using the optimized design factors, the proposed method is shown to be simple and practical.

Parameter Optimization Analysis in Urban Flood Simulation by Applying 1D-2D Coupled Hydraulic Model (도시침수 최적화 모의를 위한 1D-2D 모형의 연계해석)

  • Kim, Beom Jin;Ha, Chang Yong;Kim, Byung-hyun;Han, Kun Yeun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.48-48
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    • 2017
  • 도시지역에서는 이상강우, 돌발홍수와 더불어 급속한 도시화에 따라 침수 발생의 위험성이 증가하고 있다. 지자체에서는 빗물펌프장, 지하저류조 등을 이용하여 적극적으로 침수대책을 강구하고 있지만, 저지대 침수피해는 계속적으로 발생하고 있다. 2013년 7월 서울 경기북부 강원영서에 발생한 집중호우로 1명이 사망하고 피해액은 94,036백만원이 발생하였다. 춘천시 효자동 저지대지역의 주택침수는 인근 하천의 수위가 높아져 내수배제 및 하수도 처리 능력이 부족하여 침수가 발생하였다. 2014년 8월 경남지역에 발생한 집중호우로 2명 사망하였고, 피해액은 134,158백만원에 이르렀으며, 도시화 토지피복변화로 인한 홍수량이 증가하여 피해가 가중되었다. 이에 따라 도시 내 정확한 도시유출 및 침수해석을 통하여 과거 침수양상을 재현하고 앞으로 발생할 수 있는 침수피해를 방지할 수 있도록 침수 예 경보 시스템을 개발하여 도시침수에 대비하고 도시주민들의 인명과 재산피해를 경감하는데 그 목적이 있다. 이를 위해 도시지역의 관망해석에 적합한 모형을 선택하여야 하며, 그 모형의 매개변수를 결정하여야 한다. 도시유출해석 및 관망해석을 위하여 SWMM 모형을 선정해서 유역분할조건, 매개변수에 대한 최적 검정과정을 제시하여, 1D-2D 연계모형을 통해서 침수지역예측의 정확도를 증대시키고자 한다. 본 연구에서는 서울시 강남역 주변 일대의 5개 배수분구을 대상으로 도시유출해석을 위한 최적화 모의를 위하여 1D-2D모형의 연계해석하였다. 실제 강우사상을 적용하여 매개변수와 소유역 개수를 달리하여 자동최적화기법인 PEST를 이용하여 최적인자를 도출하여, 실제 배수맨홀의 수위관측 자료를 이용하여 비교 보정을 하였다. 도시유출해석뿐만 아니라 내수침수시의 최적인자 도출을 위해 2차원 범람해석을 통하여 NDMS 자료를 이용하여 비교 보정을 한 뒤 다른 강우사상을 이용하여 검증을 하여 도시침수 해석의 정확도를 개선을 위한 최적인자들을 검토하였다.

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전기설비 코로나방전 감시 무선센서네트워크 최적화 연구

  • Chung, Kyeong-Yeol
    • 기계와재료
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    • v.22 no.3
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    • pp.80-87
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    • 2010
  • 본 연구는 현재 전기설비 가운데 주요부위의 절연상태를 지속적으로 감시하기위한 여러 제약조건 내에서 효과적인 무선센서네트워크를 적용하는 것이다. 따라서 본 연구에서는 전기설비에서 발생하는 여러 환경인자 가운데 일정량의 노화(열화)가 진행되었을 E 발생할 수 있는 공기 중 전기 코로나방전을 감시하고 그와 관련된 환경인자를 지속적으로 감시하기 위한 네트워크로 무선센서네트워크를 조사하고 적용대상에 맞는 네트워크 알고리즘을 분석하였다. 선정한 방식의 라우팅 알고리즘을 유사한 방식을 사용하는 알고리즘과 동일한 조건에서 시뮬레이션을 수행한 결과 가장 적합하다고 판단되는 LEACH-C 라우팅 알고리즘을 확인할 수 있었다.

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표면 분석법을 이용한 경질 3가 크롬 도금 공정 변수 간 상관도 분석

  • Lee, Jong-Il;Lee, Ju-Yeol;Lee, Man
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2009.05a
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    • pp.154-154
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    • 2009
  • 경질 3가 크롬 도금액은 내적인 구성 조성물의 화학비나, 외적인 온도, 시간 등 여러 가지 실험인자들의 복잡한 작용으로 인해 어떤 인자가 어떠한 작용에 상호 영향을 미치는지 파악하기가 쉽지 않다. 통계 프로그램을 사용하여 실험계획법을 작성하고, 측정된 반응치료로부터 분석을 실시하여 최적경사경로를 도출하였다. 또한, 잔차분석과 호감도 함수를 이용한 최적화가 진행되었다.

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