• 제목/요약/키워드: Rotating Machines

검색결과 187건 처리시간 0.029초

은닉 마르코프 모델을 이용한 속도 변화가 있는 회전 기계의 상태 진단 기법 (Condition Monitoring of Rotating Machine with a Change in Speed Using Hidden Markov Model)

  • 장미;이종민;황요하;조유종;송재복
    • 한국소음진동공학회논문집
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    • 제22권5호
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    • pp.413-421
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    • 2012
  • In industry, various rotating machinery such as pumps, gas turbines, compressors, electric motors, generators are being used as an important facility. Due to the industrial development, they make high performance(high-speed, high-pressure). As a result, we need more intelligent and reliable machine condition diagnosis techniques. Diagnosis technique using hidden Markov-model is proposed for an accurate and predictable condition diagnosis of various rotating machines and also has overcame the speed limitation of time/frequency method by using compensation of the rotational speed of rotor. In addition, existing artificial intelligence method needs defect state data for fault detection. hidden Markov model can overcome this limitation by using normal state data alone to detect fault of rotational machinery. Vibration analysis of step-up gearbox for wind turbine was applied to the study to ensure the robustness of diagnostic performance about compensation of the rotational speed. To assure the performance of normal state alone method, hidden Markov model was applied to experimental torque measuring gearbox in this study.

운전모드에 따른 회전축계의 동적거동 (Dynamic Behavior of Rotating Shaft System Corresponding to Operating Modes)

  • 김상환
    • 대한기계학회논문집A
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    • 제20권9호
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    • pp.2744-2751
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    • 1996
  • In case of limited power supply, a rotating shaft system may not reach its operating speed that is greater than its critical speed, but the speed oscillates with small ampllitude near critical speed. As a result, it is considered that the operating mode plays an important role in the smooth start of machines. In order to investigate the dynamic behaviors of the rotating shaft system at the beginning stage, one has derived the equations of motion whose degrees of freedom is three, two translations and one rotation. The simultaneous differential equations are numerically solved by using runge-Kutta method, and thus the small time step length could be required corresponding to the stability of solution. Three types of operating modes dependent upon the driving torque rate have been numerically investigated according to the maximum displacement of shaft center. The first type of relation is linear, the second type is composed of two linear curves recommended by machine manufacturer, and the last one is the proposed torque curve reflecting the frequency response curve of one degree of freedom system. For the second type of modes, it is found that the optimal range of intermediate speed to the critical speed lies between 0.8 and 0.9. In addition to that, the maximum displacement can be reduced more if the third type of mode is utilized.

자기유변유체를 이용한 반능동형 스퀴즈 필름 댐퍼의 해석 및 회전체 불균형 응답 제어 (Analysis of Magneto-rheological Fluid based Semi-active Squeeze Film Damper and Its Application to Unbalance Response Control of Rotor)

  • 김근주;이종원
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2004년도 추계학술대회논문집
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    • pp.1005-1011
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    • 2004
  • Squeeze film dampers (SFDs) have been commonly used to effectively enhance the dynamic behavior of the rotating shaft supported by rolling element bearings. However, due to the recent trends of high operating speed, high load capacity and light weight in rotating machinery, it is becoming increasingly important to change the dynamic characteristics of rotating machines in operation so that the excessive vibrations, which may occur particularly when passing through critical speeds or unstable regions, can be avoided. Semi-active type SFDs using magneto-rheological fluid (MR fluid), which responds to an applied magnetic field with a change in rheoloaical behavior, are introduced in order to find its applications to rotating machinery as an effective device attenuating unbalance responses. In this paper, a semi-active SFD using MR fluid is designed, tested and identified by means of linear analysis to investigate the capability of changing its dynamic properties such as damping and stiffness. Furthermore, the proposed device is applied to a rotor system to investigate its potential capability for vibration attenuation: an efficient method for selecting the optimal location of the proposed damper is introduced and control algorithm that could improve the unbalance response properties of a flexible rotor is also proposed.

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기동시 회전축계의 지진응답 거동 (Seismic Behavior of Rotation Shaft System at Start-up)

  • 김상환
    • 한국지진공학회논문집
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    • 제2권1호
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    • pp.63-69
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    • 1998
  • 회전축계가 거동시 지진하중을 받을때의 응답 거동을 조사하였다. 지진과 기동으로 인하여 회전축계가 불안정하다면, 과다한 진동이 발생할 뿐만 이니라 회정지계의 회전자가 고정자와 부딪혀 기계 성능을 발휘하지 못하게 할 것이다. 그래서 면진장치를 갖춘 기초에 지진동이 작용할 때에, 회전축계의 응답을 모사하였다. 거동시 회전축계의 과도 응답을 얻기 위하여 우선 회전축계의 운동방정식을 유도 하였다. 유도한 운동방정식은 비선형이어서 Runge-Kutta 수치해석법을 이용하여 응답을 계산하였으며, 기동 운전모드에 따른 거동뿐만 아니라 면진스프링의 강성을 매개변수로 취하여 회전축계의 응답거동을 고찰하였다.

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위상 조절방법에 의한 유연 회전체의 능동제어에 관한 연구 (A study on the Active Control for Flexible Rotors Using Phase Control Method)

  • 이원창;김성원;김재실;최헌오
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.280-283
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    • 2005
  • This study performed by a previous research for the applying expert system to active vibration control algorithm. In order to increase productivity and efficiency, high-speed rotating machines become popular these days. They are likely to vibrate and cause machine failure even though they have small unbalance. Therefore, a high-speed rotating machine needs a balancing technique. ISO 11342 classifies flexible rotors in accordance with their balancing requirements and establishes methods of assessment of residual unbalance. But, even if they finished balancing work, they have harmful effect vibration under the high-speed rotating environment. This vibration effect is very small, but it must be removed for the improvement of the rotor's spin accuracy. This paper introduces a new active control method that remove the exciting force by a phase control. For this method, the high-speed rotating rotor was reconstructed by a flexible rotor model. The forces which excite the rotating system suppose cyclic forces, we obtain the responses by numerical method. And then through the pattern analysis about the vibraton responses, the controler generate the control force with the reverse phase and similar magnitude. This paper suggest an phase control method and shows how to improve the rotating vibration accuracy of the flexible rotor dynamics system using phase control method.

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두꺼운 복합재료 회전원판의 동적 특성 (Dynamic Characteristics of Thick Rotating Composite Disks)

  • 구교남
    • 한국항공우주학회지
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    • 제44권8호
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    • pp.649-656
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    • 2016
  • 두꺼운 복합재료 회전원판은 경량화와 고속화가 요구되는 터빈 디스크, 플라이휠 등에 다양한 기계요소도 활용되고 있다. 본 연구에서는 회전속도가 두꺼운 복합재료 원판의 동적특성에 미치는 영향을 살펴보았다. 이를 위해 두꺼운 복합재료 회전원판의 동적 운동방정식을 유도하고 유한요소 정식화를 수행하였다. 등방성 원판, 원주강화 복합재료 원판, 그리고 반경강화 복합재료 원판에 대한 수치해석을 수행하였다. 횡전단변형과 회전관성의 고려는 원판이 회전할 때에도 고유진동수를 감소시킬 뿐만 아니라 임계속도를 낮추는 역할을 한다. 원판의 회전속도가 증가함에 따라 횡전단변형과 회전관성 효과가 감소한다는 이전의 연구결과와는 달리 탄성계수의 이방성, 두께비, 모우드에 따라 그 효과가 감소 또는 증가할 수 있는 것으로 나타났다.

회전기기 실시간 동작상태 모니터링을 위한 자가발전 기반 센서모듈 (Self-Powered Integrated Sensor Module for Monitoring the Real-Time Operation of Rotating Devices)

  • 김창일;여서영;박범근;정영훈;백종후
    • 센서학회지
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    • 제28권5호
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    • pp.311-317
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    • 2019
  • Rotating devices are commonly installed in power plants and factories. This study proposes a self-powered sensor node that is powered by converting the vibration energy of a rotating device into electrical energy. The self-powered sensor consists of a piezoelectric harvester for self-power generation, a rectifier circuit to rectify the AC signal, a sensor unit for measuring the vibration frequency, and a circuit to control the light emitting diode (LED) lighting. The frequency of the vibration source was measured using a piezoelectric-cantilever-type vibration frequency sensor. A green LED was illuminated when the measured frequency was within the normal range. The power generated by the piezoelectric harvester was determined, and the LED operation was assessed in terms of the vibration frequency. The piezoelectric harvester was found to generate a power of 3.061 mW or greater at a vibration acceleration of 1.2 g ($1g=9.8m/s^2$) and vibration frequencies between 117 and 123 Hz. Notably, the power generated was 4.099 mW at 122 Hz. As such, our self-powered sensor node can be used as a module for monitoring rotating devices, because it can convert vibration energy into electrical energy when installed on rotating devices such as air compressors.

The Influence of Stator Pole Shape and Its Arrangements on Cogging Torque for Double-sided AFPM Generator

  • Kim, Chang-Eob;Jang, Joong-Keun;Joo, Sung-Jun
    • Journal of international Conference on Electrical Machines and Systems
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    • 제3권4호
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    • pp.379-382
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    • 2014
  • In this paper, the cogging torques were calculated for 1kw double-sided axial flux permanent magnet (AFPM) generator with different stator core pole arrangements. The generator is composed of 18 stator pole and 24 rotating field magnets on each side. The cogging torques of the generator with three types of arrangements of stator poles were calculated using 3D finite element method and the optimum core shape was determined to minimize the cogging torque.

회전기계의 전자기 축전류에 대한 이론 및 실험 (Theory and Experiment for Electromagnetic Shaft Current in Rotation Machinery)

  • 김재실
    • 한국정밀공학회지
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    • 제16권12호
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    • pp.40-45
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    • 1999
  • Electrical damages to critical parts in rotation machinery have caused may machinery failures and hours of costly downtime. The problem of shaft currents generated in non-electrical machines have puzzled both users and manufacturers of these machines. The main solution for preventing electro- magnetic type damage is to demagnetize all of the machinery parts, however this is costly and time consuming. Therefore a thorough investigation into the causes and physical characteristics of electro- magnetic shaft currents is needed. In this paper, the self excitation theory was developed for a simple model, and axial flux Faraday disk machine surrounded by a long solenoid. Experimental tests were conducted to investigate the physical characteristics on an electromagnetic self excitation rig. The theory showed that the directions of both the shaft rotation and the coil turns should e identical if self excitation is to occur. From the tests, the electromagnetic type shaft current had both AC and DC components occurred at all vibration frequencies. This could point to the way to detect small instabilities or natural frequency locations by monitoring shaft currents.

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Development of High-Efficiency Low-Cost Drive System of Small-Size Electric Vehicles

  • Duong, Thuy-Lien;Tran, Thanh-Vu;Chun, Tae-Won;Lee, Hong-Hee;Kim, Heung-Geun
    • Journal of international Conference on Electrical Machines and Systems
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    • 제1권2호
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    • pp.105-110
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    • 2012
  • This paper designs the high-efficiency and the low-cost drive system of the smallsize electric vehicles (EVs). The power circuit for driving the dc motor is designed by considering both the cost and efficiency. In order to reduce the conduction loss of MOTFET and diode for controlling an armature voltage, some MOSFETs and diodes at the armature are in parallel connection. An operating sequence for both the field current and the armature voltage according to the accelerator pedal angle is suggested for changing smoothly the rotating direction of dc motor. Through the simulation studies, the performances of the proposed methods are verified.