• Title/Summary/Keyword: optimal experimental design

Search Result 1,325, Processing Time 0.031 seconds

Design to reduce Torque Ripple using Experimental Design in IPM BLDC Motor (실험 계획법을 이용한 IPM BLDC 전동기의 토크리플 저감 설계)

  • Lee, Sang-Ho;Kim, Sung-Il;Lee, Ji-Young;Hong, Jung-Pyo;Kim, Young-Kyoun;Choi, Jae-Young
    • Proceedings of the KIEE Conference
    • /
    • 2005.07b
    • /
    • pp.1111-1113
    • /
    • 2005
  • This paper deals with optimal design technique to reduce torque of IPM BLDC motor having concentrated winding. Optimization process using experimental design method which is one of the design technique is explained. Finally, the validity of experimental design method is proved by the results between prototype and optimization model.

  • PDF

Using the MCDM of the Innovative Product Value Chain to Promote New Product Design

  • Liao, Shih-Chung
    • Asian Journal of Business Environment
    • /
    • v.4 no.3
    • /
    • pp.27-37
    • /
    • 2014
  • Purpose - In the past, designs for traditional products have usually focused on historic techniques. However, this tradition of using historic techniques has now been replaced by the trend of using the innovative design concept. Research design, data, and methodology - To measure future market trends and quality requirements, we apply the results of the questionnaires and analyze them with various experimental processes and a design methodology. In this way, we gauge the impact of the innovative product value chain on the promotion of new products. Results - Accompanied with an innovative product value chain, the product can stimulate the development of enterprise management, which has become the main issue in social and economic development in every developed country, and can facilitate the progress of enterprise management throughout the enterprise. Conclusions - Customer demand should be emphasized as the primary means to solve design problems, to design optimal solutions, to create differentiation with competitors, and to pursue optimal marketing strategies.

Study on the Regenerating Performance of Liquid Desiccant in the Cooling/Dehumidification System able to use a Solar Water Heater in Summer(On the Analysis of Source Effect by the Design of Experiments) (여름철 냉방/제습시스템 중 태양열 온수기를 적용할 수 있는 액체흡수제의 재생성능에 관한 연구(실험계획법에 의한 요인효과 분석에 관하여))

  • Choi, K.H.;Kim, B.C.;Kim, B.J.
    • Journal of the Korean Solar Energy Society
    • /
    • v.22 no.1
    • /
    • pp.1-8
    • /
    • 2002
  • With the possibility of hot water being able to be used as a heating source in a liquid desiccant system, an experimental apparatus for regeneration of the liquid desiccant was set up and series of experiments were conducted in a climate-controlled chamber. This study was performed to ascertain the influences of experimental factors on regenerating performance and to suggest the optimal combination of factors affecting regeneration rate. Furthermore. in order to figure out the contribution ratio of the factors on regenerating performance, a multi-way factorial design among the design of experiments was adopted. According to experimental results, the most influential factor on regenerating performance was temperature of the liquid desiccant and its contribution ratio was about 79.4%. In addition. the optimal operating combination was as follows; $60^{\circ}C$ of solution temperature, $14\ell$/min of solution flow rate, and 190m3/h of air volume.

A Study on Various Structural Characteristics of 100W Linear Generator for Vehicle Suspension (차량 현가장치적용 100W급 선형발전기의 다양한 구조 특성)

  • Kim, Ji-Hye;Kim, Jin-Ho
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.4
    • /
    • pp.683-688
    • /
    • 2018
  • Recently, the demand for electric energy has been increasing due to the spread of hybrid electric vehicles. In this study, to meet this demand, the ANSYS MAXWELL electromagnetic simulation system was used to compare the power generation characteristics of three types of suspension system that can generate electricity using energy harvesting technology. Next, the optimal design was determined for each model by using the commercial PIDO (Process Integration and Design Optimization) tool, PIANO (Process Integration, Automation and Optimization). We selected three design variables and constructed an approximate model based on the experimental design method through electromagnetic analysis for 18 experimental points derived from Orthogonal Arrays among the experimental design methods. Then, we determined the optimal design by applying the Evolutionary Algorithm. Finally, the optimal design results were verified by electromagnetic simulation of the optimum design result model using the same analysis conditions as those of the initial model. After comparing the power generation characteristics for the optimal structure for each linear generator model, the maximum power generation amounts in the 8pole-8slot, 12pole-12slot, and 16pole-16slot structures were 366.5W, 466.7W and 579.7W, respectively, and it was found that as the number of slots and poles increases, the power generation increases.

Optimal Grinding Condition Using the Design of Experiments (실험계획법을 이용한 최적연삭조건)

  • 이대욱;오창진;김성청;김옥현
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2000.11a
    • /
    • pp.866-869
    • /
    • 2000
  • To improve quality of the ground surface, we have to consider a number of parameters. But it is difficult to make experiment with many parameters. Most of all experiments try to search optimal grinding condition with conservative factors such as feed rate, depth of cut, wheel rotating speed, etc. But This paper attempts to view the significance of some different factors effecting on the surface roughness by introducing helical scan grinding method and material removal rate. The design of experiment is used to find the optimal grinding condition which minimizes the surface roughness value bout optical glass material. To analyze experimental results, ANOVA(ANalysis of VAriation) is used. Discussion on the result about helical scan grinding is also given.

  • PDF

Dynamics Modeling of Polymer Electrolyte Membrane Fuel Cell (PEMFC) for Optimal Design of Power Conditioning System (PCS) (PCS 최적설계를 위한 고분자 전해질 연료전지의 동특성 모델링)

  • Kim, Jong-Soo;Choe, Gyu-Yeong;Kang, Hyun-Soo;Lee, Byoung-Kuk
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.57 no.9
    • /
    • pp.1563-1571
    • /
    • 2008
  • In this paper, dynamics modeling of a PEMFC is performed by electro-chemical equations. The developed PEMFC simulation model is implemented using MATLAB Simulink in order to design an optimal PCS for fuel cell systems. In addition, by use of the developed model as an input source of PCS, the validity of the proposed dynamic characteristic model of the PEMFC is verified by various simulation and experimental results.

A PCS Power-sharing Operation Algorithm for Parallel Operation of Polymer Electrolyte Membrane Fuel Cell (PEMFC) Generation Systems (고분자 전해질 연료전지 발전 시스템의 병렬 운전을 위한 PCS 전력 분배 구동 알고리즘)

  • Kang, Hyun-Soo
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.58 no.9
    • /
    • pp.1706-1713
    • /
    • 2009
  • In this paper, a parallel operation algorithm for high power PEMFC generation systems is proposed. According to increasing the capacity of fuel cell systems with several fuel cell stacks, the different dynamic characteristics of each fuel cell stack effect on imbalance of load sharing and current distribution, so that a robust parallel operation algorithm is desired. Therefore, a power-sharing technique is developed and explained in order to design an optimal distributed PEMFC generation system. In addition, an optimal controller design procedure for the proposed parallel operation algorithm is introduced, along with informative simulations and experimental results.

An Optimal Design Methodology of an Interleaved Boost Converter for Fuel Cell Applications

  • Choe, Gyu-Yeong;Kim, Jong-Soo;Kang, Hyun-Soo;Lee, Byoung-Kuk
    • Journal of Electrical Engineering and Technology
    • /
    • v.5 no.2
    • /
    • pp.319-328
    • /
    • 2010
  • In this paper, an optimal selection methodology for the number of phases will be proposed for an interleaved boost converter (IBC). Also, the analysis of the input current ripple according to CCM and DCM is carried out. The proposed design methodology will be theoretically analyzed, and its validity verified by simulation as well as with experimental results. Moreover, a comparison of cost and efficiency based on a 600W laboratory prototype using the Ballard NEXA 1.2kW PEMFC system is demonstrated.

Approximations of Optimal Calibration Experimental Designs Using Gaussian Influence Diagrams

  • Kim, Sung-Chul
    • Journal of the Korean Statistical Society
    • /
    • v.22 no.2
    • /
    • pp.219-234
    • /
    • 1993
  • A measuring instrument must be calibrated for accurate inferences of an unknown quantity. Bayesian calibration designs with respect to squared error loss based on a linear model are discussed in Kim and Barlow (1992). In this paper, we consider approximations of the optimal calibration designs using the idea of Gaussian inflence diagrams. The approximation is evaluated by means of numerical calculations, where it is compared with the exact values from the numerical integration.

  • PDF

CANONICAL FORMS OF SOME SPECIAL MATRICES USEFUL IN STATISTICS

  • M. Mitrouli;N. Karcanias;C. Koukouvinos
    • Journal of applied mathematics & informatics
    • /
    • v.4 no.1
    • /
    • pp.63-82
    • /
    • 1997
  • In experimental situations where n two or three level fac-tors are involoved and n observations are taken then the D-optimal first order saturated design is an $n{\times}n$ matrix with elements $\pm$1 or 0, $\pm$1, with the maximum determinant. Cononical forms are useful for the specification of the non-isomorphic D-optimal designs. In this paper we study canonical forms such as the Smith normal form the first sec-ond and the jordan canonical form of D-optimal designs. Numerical algorithms for the computation of these forms are described and some numerical examples are also given.