• Title/Summary/Keyword: instantaneous phase

Search Result 328, Processing Time 0.024 seconds

LSTM based Supply Imbalance Detection and Identification in Loaded Three Phase Induction Motors

  • Majid, Hussain;Fayaz Ahmed, Memon;Umair, Saeed;Babar, Rustum;Kelash, Kanwar;Abdul Rafay, Khatri
    • International Journal of Computer Science & Network Security
    • /
    • v.23 no.1
    • /
    • pp.147-152
    • /
    • 2023
  • Mostly in motor fault detection the instantaneous values 3 axis vibration and 3phase current in time domain are acquired and converted to frequency domain. Vibrations are more useful in diagnosing the mechanical faults and motor current has remained more useful in electrical fault diagnosis. With having some experience and knowledge on the behavior of acquired data the electrical and mechanical faults are diagnosed through signal processing techniques or combine machine learning and signal processing techniques. In this paper, a single-layer LSTM based condition monitoring system is proposed in which the instantaneous values of three phased motor current are firstly acquired in simulated motor in in health and supply imbalance conditions in each of three stator currents. The acquired three phase current in time domain is then used to train a LSTM network, which can identify the type of fault in electrical supply of motor and phase in which the fault has occurred. Experimental results shows that the proposed single layer LSTM algorithm can identify the electrical supply faults and phase of fault with an average accuracy of 88% based on the three phase stator current as raw data without any processing or feature extraction.

Light Flicker of Three-Phase AC-powered LED Lamp (3상 교류전원 LED 램프의 광 플리커)

  • Lee, Dong Won;Kim, Byungcheul
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
    • /
    • v.27 no.4
    • /
    • pp.262-267
    • /
    • 2014
  • This study describes that light flicker of LED lamp is improved by placing an AC-powered LED block in each phase of three-phase AC power. Rectified current is considered as an instantaneous luminous flux because the current flowing through the LED block is proportional to the amount of light emitted by the LED block. Percent flicker is calculated simply by modeling the rectified current flowing through the LED block to a triangular wave current. Percent flicker is 100% in single-phase AC powered LED lamp. Percent flicker of the same level as that in an incandescent lamp (6%~14%) is however, achieved if light emission starts before $40^{\circ}$ in each voltage phase of three-phase AC power.

Thrust Estimation of Linear Induction Motor with Cage-type Secondary using Line Voltages and Phase Currents Measurement (선간 전압 및 상전류 측정에 의한 농형 선형 유도전동기의 추력 연산)

  • Kim, Kyung-Min;Park, Seung-Chan
    • Proceedings of the KIEE Conference
    • /
    • 2003.04a
    • /
    • pp.25-27
    • /
    • 2003
  • In this paper the instantaneous thrust of a linear induction motor(LIM) with cage-type secondary is estimated by the line voltages and phase currents measurement when the LIM is fed by PWM inverter. The estimated thrust values according to various input frequencies are compared with the measured ones.

  • PDF

Wavefront 3D Reconstruction and Measurement for Natural 3D Display System

  • Matoba, Osamu;Nitta, Kouichi;Awatsuji, Yasuhiro
    • 한국정보디스플레이학회:학술대회논문집
    • /
    • 2008.10a
    • /
    • pp.935-938
    • /
    • 2008
  • Three-dimensional (3D) display systems based on wavefront reconstruction are presented. To obtain the wavefront of 3D objects, we present holographic recording using temporally or spatially phase-shifting interferometer. In the 3D display systems, phase-only reconstruction using a spatial light modulator and an approach to increase the reconstructed power are presented.

  • PDF

Active Tonal Noise Canceller with Frequency Tracking

  • Na, Hee-Seung;Park, Young-Jin
    • The Journal of the Acoustical Society of Korea
    • /
    • v.15 no.1E
    • /
    • pp.84-88
    • /
    • 1996
  • In this paper, we propose a novel adaptive digital filter for tonal noise cancellation, with a frequency tracking capability. The proposed algorithm not only estimates the magnitude and phase of the tonal disturbance but also tracks its frequency, which changes in quasi-static manner. The algorithm uses the steepest descent method and the instantaneous frequency approach for the phase/magnitude estimation and frequency tracking, respectively. A number of computer simulations have been carried out in order to demonstrate the feasibility of the proposed ANC algorithm under various conditions.

  • PDF

Motor Speed Detection Algorithm Using Three Phase Taco-Generator (3상 타코 제너레이터를 이용한 전동기 속도검출 알고리즘)

  • Choi, Jung-Soo;Cho, Kyu-Min
    • Proceedings of the KIEE Conference
    • /
    • 1995.07a
    • /
    • pp.278-281
    • /
    • 1995
  • In this paper, a instantaneous speed measurement methode using a three phase sinusoidal taco-generator is described and it's simulations are developed. The proposed methode can easily detect the motor speed by using that the output voltage of taco-generator is propotion to the motor speed. Because the proposed methode consists of some calculation, the proposed system can be implemented with analog devices or micro processor conveniently. From the simulation resualts, the proposed measurement methode can acculately detect the real motor speed over wide range.

  • PDF

Seismic Studies on Ground Motion using the Multicomponent Complex Trace Analysis Method (다성분 복소 트레이스 분석법을 이용한 지진파 입자운동 연구)

  • Lee, So-Young;Kim, Ki-Young;Kim, Han-Joon
    • Journal of the Korean Geophysical Society
    • /
    • v.3 no.1
    • /
    • pp.37-48
    • /
    • 2000
  • In order to investigate in-line ground motions caused by earthquakes, we examine the multicomponent complex trace analysis method (MCTAM) for the synthetic data and apply it to real earthquake data. An experimental result for synthetic data gives correct information on the arrival times, duration of individual phases, and approaching angles for body waves. Rayleigh waves are also easily identified with the MCTAM. A deep earthquake with magnitude of 7.3 was chosen to test various polarization attributes of ground motions. For P waves, instantaneous phase difference between the vertical and the in-line horizontal components ${\phi}(t)$, instantaneous reciprocal ellipticity ${\rho}(t)$, and approaching angle ${\tau}(t)$ are computed to be ${\pm}180^{\circ},\;0{\sim}0.25,\;and\;-30^{\circ}{\sim}-45^{\circ}$, respectively. For S waves, ${\phi}(t)$ tends to vary while ${\rho}(t)$ have values of $0{\sim}0.3\;and\;{\tau}(t)$ remains near vertical, respectively. A relatively low frequency signal registered just prior to the S wave event is interpreted as a P-wave phase based on its polarization characteristics. Velocities of P and S waves are computed to be 8.633 km/s and 4.762 km/s, and their raypath parameters 0.074 s/km and 0.197 s/km. Dynamic Poisson's ratio is obtained as 0.281 from the velocities of P and S waves.

  • PDF

Sag & Swell Detection by Phase Voltage Compensation in 3-Phase Unbalanced Grid (3상 불평형 계통에서의 상 전압 보상을 통한 Sag 및 Swell 검출)

  • Kim, Min-Gi;Kim, Jun-Gu;Jung, Yong-Chae;Won, Chun-Yuen
    • Proceedings of the KIPE Conference
    • /
    • 2013.11a
    • /
    • pp.258-259
    • /
    • 2013
  • Load connection or disconnection makes instantaneous sag & swell in 3-phase grid. When unbalance state occurs, between sensed phase voltage and actual phase voltage may have discrepancy. It makes difficult to detect accurate sag & swell, so it is hard to satisfy the standard for switching ESS system to UPS mode. In this paper, we analyzed unbalanced 3-phase voltage, and compensated the actual sag & swell magnitude.

  • PDF

Characteristic Analysis of Single Phase SRM Using Fourier Series (퓨리에 급수를 이용한 단상 SRM 특성 해석)

  • Lee, Jong-Han;Lee, Eun-Woong;Kim, Yong-Heon
    • Proceedings of the KIEE Conference
    • /
    • 2004.04a
    • /
    • pp.80-82
    • /
    • 2004
  • The single phase switched reluctance motor(SRM) is more simpler and robust in the structure than poly phase SRM. It has the merits that it reduces the switching elements and the energy density per volume is very high. Recently, it has been researched and developed in various types and starting method due to the technique of power electronics and the computer added design. This paper presents a analytical representation of the phase inductance of a single phase SRM, as function of position and current, taking into account the non-linearity of the magnetic circuit. the method is based on Fourier series expansion. Analytical expressions for the calculation of instantaneous phase inductance, flux linkage, coenergy and electromagnetic torque as a function of rotor position and winding currents are derived.

  • PDF

Controller Design of Utility-connected Single-phase Inverter using d-q Theory (d-q이론을 이용한 개통 연계형 단상 인버터 제어기 설계기법)

  • Park, Chang-Joo;Kim, Chang-Hyun;Kim, Myung-Chul;Choi, Jae-Young
    • Proceedings of the KIEE Conference
    • /
    • 2003.07b
    • /
    • pp.1247-1249
    • /
    • 2003
  • Despite many advantages, d-q theory was available only for three phase system. But recently, some papers proposed the application methods of d-a theory or similar theories for single phase systems. This paper presents the control method of the utility-connected single-phase inverter using d-q theory. The suggested method gives single-phase system instantaneous controllability and also makes the realization of APF(Active Power Filter) without DFT operation and PFC(Power Factor Controller) possible. This paper deals with utility-connected single phase inverter with PFC function. The controller was verified by simulation tool.

  • PDF