• Title/Summary/Keyword: SPM machine

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IPM control using by neural network and sliding mode control (신경회로망과 슬라이딩 모드제어를 이용한 IPM 제어)

  • Kim, Jae-Hoon;Yoon, Tae-Sung;Park, Seung-Kyu
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1587-1588
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    • 2007
  • IPM(Interior Permanent Magnet) Machine의 전류 제어는 자기저항에 의존하는 토크특성 때문에 SPM(Surface Permanent Ma- gnet) Machine보다 복잡하다. 고성능 토크제어를 위해서는 d축 전류와 q축 전류의 동특성간의 상태 decoupling이 요구된다. 그러나 전류의 상태 동특성이 coupling된 인덕턴스의 변화(온도, 파라미터들의 부정확한 측정값)는 상태 decoupling을 어렵게 한다. 그래서 이러한 변화와 각각의 전류가 독립적으로 제어될 수 있게 여러 decoupling 방법들에 초점이 맞춰지고있다. 본 연구는 외란에 강하고, 특히 인덕턴스의 변화와 상관없는 이상적인 토크제어를 하기 위해 신경회로망을 이용하여 슬라이딩 평면(sliding surface)을 구성하고, SMC(Sliding Mode Control)를 이용하여 상태 cross-coupling의 decoupling을 위한 새로운 접근을 제안한다. 이 방법은 PI제어 성능과 SMC의 강인성을 알고리즘을 이용하여 결합한 것이라고 볼 수도 있다.

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A study on the Filtering of Spam E-mail using n-Gram indexing and Support Vector Machine (n-Gram 색인화와 Support Vector Machine을 사용한 스팸메일 필터링에 대한 연구)

  • 서정우;손태식;서정택;문종섭
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.14 no.2
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    • pp.23-33
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    • 2004
  • Because of a rapid growth of internet environment, it is also fast increasing to exchange message using e-mail. But, despite the convenience of e-mail, it is rising a currently bi9 issue to waste their time and cost due to the spam mail in an individual or enterprise. Many kinds of solutions have been studied to solve harmful effects of spam mail. Such typical methods are as follows; pattern matching using the keyword with representative method and method using the probability like Naive Bayesian. In this paper, we propose a classification method of spam mails from normal mails using Support Vector Machine, which has excellent performance in pattern classification problems, to compensate for the problems of existing research. Especially, the proposed method practices efficiently a teaming procedure with a word dictionary including a generated index by the n-Gram. In the conclusion, we verified the proposed method through the accuracy comparison of spm mail separation between an existing research and proposed scheme.

Analysis of a Surface-Mounted Permanent-Magnet Machine with Overhang Structure by Using a Novel Equivalent Magnetic Circuit Model

  • Yeo, Han-Kyeol;Woo, Dong-Kyun;Lim, Dong-Kuk;Ro, Jong-Suk;Jung, Hyun-Kyo
    • Journal of Electrical Engineering and Technology
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    • v.9 no.6
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    • pp.1960-1966
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    • 2014
  • The rotor overhang is used to enhance the air-gap flux and improve the power density. Due to the asymmetry in the axial direction caused by the overhang, a time consuming 3D analysis is necessary when designing a motor with overhang. To solve this problem, this paper proposes an equivalent magnetic circuit model (EMCM) which takes account overhang effects without a 3D analysis by using effective air-gap length. The analysis time can be reduced significantly via the proposed EMCM. A reduction in the analysis time is essential for a preliminary design of a motor. In order to verify the proposed model, a 3-D finite-element method (FEM) analysis is adopted. 3-D FEM results confirm the validity of the proposed EMCM.

The Design of High-power BLDC Motor with Maximum Torque at Low Speed for Ship Propulsion (선박 추진 장치를 위한 저속영역에서 최대토크를 가지는 고출력 BLDC 모터의 설계)

  • Cho, Seung-Hyun;Bin, Jae-Gu;Cho, Soo-Eok;Choi, Chul;Kim, Chul-Woo
    • The Transactions of the Korean Institute of Power Electronics
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    • v.9 no.2
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    • pp.112-118
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    • 2004
  • Recently, development of rare earth permanent magnet with the high remanence, high coercivity allows the design of brushless motors with very high efficiency over a wide speed range. Cogging torque is produced in a permanent magnet by magnetic attraction between the rotor mounted permanent magnet and the stator teeth. It is an undesired effect that contributes to output ripple, vibration, and noise of machine. This cogging torque can be reduced by variation of magnet arc length, airgap length, magnet thickness, shifting the magnetic pole and varying the radial shoe depth and etc. In this paper, some airgap length and magnet arc that reduce cogging torque are found by finite element method(FEM) and Maxwell stress tensor method. The SPM(Surface Permanent Magnet) type of high-power Brushless DC (BLDC) motor is optimized as a sample model.

Behavioral Characteristics of Nano-Stages According to Hinge Structure (힌지 형태에 따른 나노 스테이지의 거동특성)

  • Oh, Hyun-Seong;Lee, Sung-Jun;Choi, Soo-Chang;Park, Jung-Woo;Lee, Deug-Woo
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.16 no.3
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    • pp.23-30
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    • 2007
  • Nano-stages are used in many ultra-precision systems, such as scanning probe microscope(SPM), optical fiber aligners, ultra-precision cutting, measuring systems, and optical systems. It is difficult to find the solutions because the performances and characteristics of nano-scale motion stage are determined by various factors. To understand effects of nano-scale motion stage, three types of hinge structures were designed and manufactured. Each hinge structures were designed following with the results of simulation. And from the result of experiments, hysteresis, displacement, and accuracy were compared with each hinge structures.

Sliding Mode State Decoupling for IPM Machine Control (슬라이딩모드 상태디커플링를 이용한 IPMSM모터의 제어에 관한 연구)

  • Kim, Tae-Won;Park, Seung-Kyu;Yoon, Tae-Sung;Ahn, Ho-Kyun
    • Proceedings of the KIEE Conference
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    • 2005.07d
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    • pp.2561-2563
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    • 2005
  • 영구자석 매입형 동기전동기(IPM)의 전류제어는 표면부착형 동기전동기(SPM)보다 더 복잡하다. 그 이유는 전류에 대한 최대토크특성 때문이며 고성능 토크제어를 위해서는 d-전류와 q-전류를 독립적으로 제어를 할 수 있는 방법이 필요하다. 그러나 전류들간의 상태커플링 때문에 독립적으로 제어하기가 어려우므로 상태 디커플링이 필요하다. 상태디커플링은 인턱턴스에 의해 생기며 인턱턴스의 변화 때문에 상태디커플링이 쉽게 이루어지지 않는다. 그러므로 인턱턴스의 불확실성에 대처할 수 있는 디커플링 방법의 개발을 바탕으로한 전류들의 독립적인 제어가 필요하다. 본 논문은 슬라이딩 모드제어기법을 이용하여 디커플링할 수 있는 방법을 제안하기로 한다. 기본적인 제어방법은 PI제어이며 슬라이딩모드를 이용하여 PI제어의 성능을 향상시키는 접근방법으로도 생각할 수 있다.

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A Study of Press Mechanism considering Dynamic Balance at High Speed Press (고속프레스에서 다이나믹 발렌스을 고려한 구동기구 연구)

  • Kim, J.E.;Hong, S.;Kim, J.;Heo, Y.M.;Cho, C.;Kang, J.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2008.05a
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    • pp.243-246
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    • 2008
  • The press machine is actuated by the rotating motion of crank shaft and the reciprocating motion of slide. In recent years, unbalance moments and forces to the main frame attract many researches, as press technology becomes more miniaturized, precise, and rapid. In order to control vibrations caused by the rapid motions of the crank shaft and slide, this paper studies a resolution reducing the unbalance at the high speed knuckle press.

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Agent based real-time fault diagnosis simulation (에이젼트기반 실시간 고장진단 시뮬레이션기법)

  • 배용환;이석희;배태용;이형국
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1994.10a
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    • pp.670-675
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    • 1994
  • Yhis paper describes a fault diagnosis simulation of the Real-Time Multiple Fault Dignosis System (RTMFDS) for forcasting faults in a system and deciding current machine state from signal information. Comparing with other diagnosis system for single fault,the system developed deals with multiple fault diagnosis,comprising two main parts. One is a remotesignal generating and transimission terminal and the other is a host system for fault diagnosis. Signal generator generate the random fault signal and the image information, and send this information to host. Host consists of various modules and agents such as Signal Processing Module(SPM) for sinal preprocessing, Performence Monotoring Module(PMM) for subsystem performance monitoring, Trigger Module(TM) for multi-triggering subsystem fault diagnosis, Subsystem Fault Diagnosis Agent(SFDA) for receiving trigger signal, formulating subsystem fault D\ulcornerB and initiating diagnosis, Fault Diagnosis Module(FDM) for simulating component fault with Hierarchical Artificial Neural Network (HANN), numerical models and Hofield network,Result Agent(RA) for receiving simulation result and sending to Treatment solver and Graphic Agent(GA). Each agent represents a separate process in UNIX operating system, information exchange and cooperation between agents was doen by IPC(Inter Process Communication : message queue, semaphore, signal, pipe). Numerical models are used to deseribe structure, function and behavior of total system, subsystems and their components. Hierarchical data structure for diagnosing the fault system is implemented by HANN. Signal generation and transmittion was performed on PC. As a host, SUN workstation with X-Windows(Motif)is used for graphic representation.

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A feasibility study on new stimulation method in fMRI language examinations using custom designed images (기능적 자기공명영상의 언어기능검사 시 image를 이용한 자극방법의 타당성 연구)

  • Choi, Kwan-Woo;Son, Soon-Yong;Jeong, Mi-Ae;Min, Jung-Whan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.11
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    • pp.5005-5011
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    • 2011
  • The purpose of this work is to know the validity of a new stimulation method in cognitive functional imaging using custom-designed images correspond to words or syllables improving the shortcomings of existing method using text. From March 2011 to May five Subjects in need of language related functional MRI scanning were selected and both of text stimulating method and image stimulating method sacanning were carried out three times each. Using 3.0T Philps MRI machine and Invivo Co's Eloquence system, data acquisition was performed with EPI-BOLD technique. Post processing was performed with SPM 99 while the activated signals were determined within 95 percent confidence level.The number of activation clusters and the activation ratio inside ROI were compared. As as result, all of the subject showed activation inside Broca area but it did not have statistical significance. In conclusion, the image sitimulation method has potential because image itself is a common means of recognition and it can be recognised easily even if there language barrier. This stimulation method can be applied to replacing the exising scanning method especially in the elderly, infants, foerigners who may not fully understand about the examination.