• Title/Summary/Keyword: IPM

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Characteristics on Inconsistency Pattern Modeling as Hybrid Data Mining Techniques (혼합 데이터 마이닝 기법인 불일치 패턴 모델의 특성 연구)

  • Hur, Joon;Kim, Jong-Woo
    • Journal of Information Technology Applications and Management
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    • v.15 no.1
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    • pp.225-242
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    • 2008
  • PM (Inconsistency Pattern Modeling) is a hybrid supervised learning technique using the inconsistence pattern of input variables in mining data sets. The IPM tries to improve prediction accuracy by combining more than two different supervised learning methods. The previous related studies have shown that the IPM was superior to the single usage of an existing supervised learning methods such as neural networks, decision tree induction, logistic regression and so on, and it was also superior to the existing combined model methods such as Bagging, Boosting, and Stacking. The objectives of this paper is explore the characteristics of the IPM. To understand characteristics of the IPM, three experiments were performed. In these experiments, there are high performance improvements when the prediction inconsistency ratio between two different supervised learning techniques is high and the distance among supervised learning methods on MDS (Multi-Dimensional Scaling) map is long.

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Design and Analysis of Characteristics of IPM type BLDC Motor for Low Voltage, High Current (저전압 대전류용 IPM type BLDC 전동기 설계 및 특성해석)

  • Yun, Keun-Young;Rhyu, Se-Hyun;Yang, Byoung-Yull;Kwon, Byung-Il
    • Proceedings of the KIEE Conference
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    • 2004.04a
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    • pp.77-79
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    • 2004
  • This paper presents a design and characteristics analysis of interior permanent magnet (IPM) type BLDC motor for electric vehicle. In order to design of IPM type BLDC motor, surface mounted permanent magnet(SPM) type BLDC motor is used as the initial design model. According to the size of permanent magnet, the steady state characteristics is analysized by equivalent magnetic circuit method. The characteristics analysis results of the designed motor is compared with the experimental results.

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Research on IPM Motor Design and Fault Detection for Robot Wheel System (로봇용 IPM 모터 설계 및 제어기 개발)

  • Gu, Bon-Gwan;Choi, Jun-Hyuk;Kim, Young-Kyoun;Jung, In-Soung
    • Proceedings of the KIEE Conference
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    • 2008.10c
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    • pp.35-37
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    • 2008
  • 본 논문은 IPM 설계 시 인덕턴스 용량을 산정하는 방법과, 모터와 드라이브의 턴 폴트와 상 개방에 의한 고장 시 검출할 수 있는 방법을 제안하였다. IPM의 인덕턴스 용량 산정은 모터의 전압과 전압, 전류의 위상차를 이용하여 선정 하는 방법을 제시하였다. 고장 검출과 관련해서는 가장 일반적으로 많이 발생하는 코일 단락과 개방에 의한 전류의 왜곡 현상을 보기위한 실험 환경을 구성하였으며, 실험 걸과를 흥하여 전류 왜곡에 의한 고장 검출의 가능성을 제시하였다.

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A Study of Inverter Optimization Design and Minimization Conducted EMI Noise by Customizing IPM (주문형 IPM을 통한 Inverter 최적화 설계 및 Conducted EMI 노이즈 저감에 관한 연구)

  • Cho Su Eog;Choi Cheol;Park Han Woong;Kim Cheol Woo
    • Proceedings of the KIPE Conference
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    • 2002.07a
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    • pp.542-545
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    • 2002
  • This paper deals with the optimization inverter design and minimization Conduced EMI noise by customizing IPM(Intelligent Power Module). Generally, In case of IPM, we realized that the trade-off relation between switching loss and spike voltage. Higher gate resistor causes tile lower spike voltage and the higher turn-off switching loss. But we know that the life cycle of inverter and the susceptibility of noise, so we optimized the gate resistor. Proposed method is that optimized the gate resistor suitable for the inverter and motor. The simulation and experimental results show that the spike voltage and Conduced EMI noise can be reduced without the additional circuit.

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A Study on The Development of IPM for PDP Drive (PDP 구동용 IPM 개발에 관한 연구)

  • Kim, Jin-Il;Jeong, Jin-Beom;Kim, Hee-Jun;Kim, Sun-Hwan;Oh, Pil-Kyoung
    • Proceedings of the KIEE Conference
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    • 2002.11d
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    • pp.187-190
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    • 2002
  • Plasma Display Panel(PDP) has been recognized as one of the most competitive display panel. Hence, the importance of PDP driving circuit is getting higher and higher. At the same time, it is strongly required for the driving circuit to be high efficiency, high stability, and cost effective one. In this work, a stable PDP driving circuit is developed by improving the circuit configuration. And the reliability and the productivity of the driving circuit are improved by using the Intelligent Power Module(IPM) technology. Finally operating characteristics of the developed IPM driving circuit are verified by using signal source board developed.

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The Design and Analysis of a Permanent Magnet Reluctance Motor with High Efficiency (고효율 영구자석 릴럭턴스 전동기의 설계 및 해석)

  • Zhang, Peng;Kwon, Soon-O;Hong, Jung-Pyo
    • Proceedings of the KIEE Conference
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    • 2006.07b
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    • pp.775-776
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    • 2006
  • Based on the requirement of high power and efficiency in automobile systems, this paper describes an investigation for the optimum design of a permanent magnet reluctance motor(PRM), and then the characteristics of this kind of motor is compared with that of a interior permanent magnet(IPM) motor. The IPM of 4-pole with 6-slot is redesigned into a PRM, which has the same stator and different rotor structure with IPM. Through finite element analysis(FEA) and equivalent circuit method, the PRM has higher salient ratio, higher efficiency at high speed, and lower iron loss compared with IPM.

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GROUPS OF GALAXIES IN HISTORY: EVOLUTION IN THE MILLENNIUM SIMULATION

  • HASHEMIZADEH, ABDOLHOSEIN;KHOSROSHAHI, HABIB G.;RAOUF, MOJTABA;NEZHAD, ALIREZA MOLAEI
    • Publications of The Korean Astronomical Society
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    • v.30 no.2
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    • pp.359-361
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    • 2015
  • We use the millennium simulation for studying the evolution of groups of galaxies over time. We find fossil and non-fossil groups as well as old and young groups at redshift z = 0 and follow them back in time to investigate the evolution of their parameters, such as mass assembly, luminosity gap and halo mass concentration. We find that fossils assemble a larger fraction of their mass at z = 0 than controls. The magnitude gaps between fossil and non-fossil groups are not the same because of major and minor mergers, in old and young groups as well. We also find that WMAP1 and WMAP7 cosmologies lead to the same evolutionary history for fossil and control groups.

The Design of Radial Magnetic Force Equilibrium for Reduction of Vibration in IPM Type BLDC Motor (진동 저감을 위한 IPM type BLDC 전동기의 가진력 평형화 설계)

  • Lee, Gyeong-Deuk;Lee, Won-Sik;Kim, Gyu-Tak
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.65 no.2
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    • pp.298-303
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    • 2016
  • In this paper, the vibration source of IPM type BLDC motor was analyzed by finite element method. The main causes of the electrical vibration were RMF(Radial magnetic force) and cogging torque. It was designed model of minimized cogging torque and RMF equilibrium. Design models were selected the optimum model using the design of experiment method. And, the vibration experiment was carried out through prototype machine of each model. Finally, the experimental results were compared with the analysis ones.

Assistant Model For Considering Slot-Opening Effect on No-load Air-gap Flux Density Distribution in Interior-type Permanent Magnet Motor (매입형 영구자석 전동기에서 무부하시 공극 자속밀도 분포에 대한 Slot-Opening Effect를 고려한 보조 모델)

  • Fang, Liang;Kim, Do-Jin;Hong, Jung-Pyo
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.4
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    • pp.759-765
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    • 2011
  • This paper proposes an effective assistant model for considering the stator slot-opening effect on air gap flux density distribution in conventional interior-type permanent magnet (IPM) motor. Different from the conventional slot-opening effect analysis in surface-type PM (SPM) motor, a composite effect of slot-opening uniquely existing in IPM motor, which additionally causes enhancement of air gap flux density due to magnet flux path distortion in iron core between the buried PM and rotor surface. This phenomenon is represented by a proposed assistant model, which simply deals with this additional effect by modifying magnetic pole-arc using an effective method. The validity of this proposed analytical model is applied to predict the air gap flux density distribution in an IPM motor model and confirmed by finite element method (FEM).

Performance Improvement of IPM-type BLDC Motor Using the Influx Method of Spatial Harmonic in Air-gap Flux Density (공극 자속밀도의 공간 고조파 유입 방법을 통한 IPM type BLDC Motor의 성능 개선)

  • Lee, Kwang-Hyun;Reu, Jin-Wook;Hur, Jin
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.4
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    • pp.739-745
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    • 2011
  • This paper proposes a method for reducing the negative spatial harmonics of the radial flux density of an interior-type permanent magnet (IPM) motor. The reliability of the motor is increased by minimizing its vibrations under dynamic eccentricity (DE) state and normal state due to reduction of a negative spatial harmonics component through the influx of a zero spatial harmonics component in the radial flux density. To minimize the vibrations, optimal notches corresponding to the distribution shape of the magnetic field are designed on the rotor pole face. The variations of vibration computation by finite element method (FEM) and the validity of the analysis and rotor shape design are confirmed by vibration and performance experiments.