• Title/Summary/Keyword: Angular Acceleration

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DEVELOPMENT OF A NEW MISFIRE DETECTION SYSTEM USING NEURAL NETWORK

  • Lee, M.;Yoon, M.;SunWoo, M.;Park, S.;Lee, K.
    • International Journal of Automotive Technology
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    • v.7 no.5
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    • pp.637-644
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    • 2006
  • The detection of engine misfire events is one of major concerns in engine control due to its negative effect on air pollution and engine performance. In this paper, a misfire detection system based on crankshaft angular speed fluctuation is developed. Synthetic variable method is adopted for the preprocessing of crankshaft angular speed. This method successfully estimates the work output of each cylinder by finding the effect of combustion energy on the crankshaft rotational speed or acceleration after virtually removing the effect of the internal inertia forces from the measured crankshaft speed signals. The detection system is developed using neural network with the revised synthetic angular acceleration as input which is derived from the preprocessing. Mathematical simulation is carried out for developing and verifying the misfire detection system. Finally, the reliability of the developed system is validated through an experiment.

Traction Control of Mobile Robot Based on Slippage Detection by Angular Acceleration Change (각가속도 변화에 의해 탐지된 슬립에 기반한 주행로봇의 견인력 제어)

  • Choi, Hyun-Do;Woo, Chun-Kyu;Kang, Hyun-Suk;Kim, Soo-Hyun;Kwak, Yoon-Keun
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.2
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    • pp.184-191
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    • 2009
  • The common requirements of rough terrain mobile robots are long-term operation and high mobility in rough terrain to perform difficult tasks. In rough terrain, excessive wheel slip could cause an increase in the amount of dissipated energy at the contact point between the wheel and ground or, even more seriously, the robot could lose all mobility and become trapped. This paper proposes a traction control algorithm that can be independently implemented to each wheel without requiring extra sensors and devices compared with standard velocity control methods. The proposed traction algorithm is analogous to the stick-slip friction mechanism. The algorithm estimates the slippage of wheels by angular acceleration change, and controls the increase or decrease state of torque applied to wheels Simulations are performed to validate the algorithm. The proposed traction control algorithm yielded a 65.4% reduction of total slip distance and 70.6% reduction of power consumption compared with the standard velocity control method.

Implementation of a Falls Recognition System Using Acceleration and Angular Velocity Signals (가속도 및 각속도 신호를 이용한 낙상 인지 시스템 구현)

  • Park, Geun-Chul;Jeon, A-Young;Lee, Sang-Hoon;Son, Jung-Man;Kim, Myoung-Chul;Jeon, Gye-Rok
    • Journal of Sensor Science and Technology
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    • v.22 no.1
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    • pp.54-64
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    • 2013
  • In this study, we developed a falling recognition system to transmit SMS data through CDMA communication using a three axises acceleration sensor and a two axises gyro sensor. 5 healthy men were selected into a control group, and the fall recognition system using the three axises acceleration sensor and the two axises gyro sensor was devised to conduct an experiment. The system was attached to the upper of their sternum. According to the experiment protocol, the experiment was carried out 3 times repeatedly divided into 3 specific protocols: falling during gait, falling in stopped state, and falling in everyday life. Data obtained in the falling recognition system and LabVIEW 8.5 were used to decide if falling corresponds to that regulated in an analysis program applying an algorithm proposed in this study. In addition, results from falling recognition were transmitted to designated cellular phone in a SMS (Shot Message Service) form. These research results show that an erroneous detection rate of falling reached 19% in applying an acceleration signal only; 6% in applying an angular velocity; and 2% in applying a proposed algorithm. Such finding suggests that an erroneous detection rate of falling is improved when the proposed algorithm is applied incorporated with acceleration and angular velocity. In this study therefore, we proposed that a falling recognition system implemented in this study can make a contribution to the recognition of falling of the aged or the disabled.

Effects of Different Types of Attentional Focus on Dart Throwing Mechanics (주의 집중 방법이 다트 던지기 역학에 미치는 영향)

  • Kim, Hye-Ree;Kong, Se-Jin;Kim, Soo-Yeon;Lee, Ki-Kwang
    • Korean Journal of Applied Biomechanics
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    • v.23 no.4
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    • pp.327-333
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    • 2013
  • The purpose of this study was to investigate the effects of different types of attentional focus(internal focus vs. external focus) on the dart throwing mechanics. Seven expert dart throwing athletes were assigned to an internal focus group and other seven athletes were assigned to an external focus group. Each group was asked to throw dart either under verbal instruction or without instruction. During dart throwing, accuracy(radial error), consistency(bivariate variable error), dart velocity, acceleration, elbow joint ROM, elbow joint angular velocity, EMD(electromechanical delay), iEMG of biceps brachii and triceps brachii, and CI(coactivation index) were collected and analyzed. Nither instruction type nor instruction itself affected in accuracy and consistency. However, in dart velocity and acceleration, there was an interaction between instruction and attentional focus types. Velocity and acceleration increased in the internal condition, where as they decreased in the external condition. The ROM of elbow joint did not affected by instruction and attention type. However, similar to dart velocity and acceleration, angular velocity increased in internal focus group, while it decreased in external focus group. EMG showed no difference with any condition. In conclusion, internal focus is better than external focus for dart throwing.

Solution of the SAAF Neutron Transport Equation with the Diffusion Synthetic Acceleration (확산 가속법을 이용한 SAAF 중성자 수송 방정식의 해법)

  • Noh, Tae-Wan;Kim, Sung-Jin
    • Journal of Energy Engineering
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    • v.17 no.4
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    • pp.233-240
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    • 2008
  • Conventionally, the second-order self-adjoint neutron transport equations have been studied using the even parity and the odd parity equations. Recently, however, the SAAF(self-adjoint angular flux) form of neutron transport equation has been introduced as a new option for the second-order self-adjoint equations. In this paper we validated the SAAF equation mathematically and clarified how it relates with the existing even and odd parity equations. We also developed a second-order SAAF differencing formula including DSA(diffusion synthetic acceleration) from the first-order difference equations. Numerical result is attached to show that the proposed methods increases accuracy with effective computational effort.

Neural network based position estimation of mobile robot in slippery environment (Slip이 발생할 때 신경회로망을 이용한 이동로보트의 위치추정에 관한 연구)

  • 최동엽;조형석
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.133-138
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    • 1993
  • This paper presents neural network based position estimation method in slippery environment as an approach to solve one of problems which are engaged in dead reckoning method. Position estimator is composed of slip detector and linear velocity estimator. Both of them are based on the fact that dynamic characteristic of mobile robot in slippery environment is different from the case without slip. To find out the dynamic relation among driving torque, angular acceleration of driving wheel and linear acceleration of mobile robot, accelerometer is used for measuring acceleration of mobile robot and neural network is used for dynamic system identifier in slippery environment.

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Analysis of Diffuse Brain Injury due to Accelerations (가속도에 의한 뇌의 미만성 부상에 관한 연구)

  • Nam, D.H.;Kim, Y.E.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.11
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    • pp.213-217
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    • 1997
  • In this study, three-dimensional inite element model was developed and analyzed or DAI using ABAQUS. To verify the developed FE model, simulated results were compared to experimental results of human cadaver by Nahum et. al. (1977). The effect of acceleration pattern and accelerating duration time or DAI was analyzed by means of maximum shear stress and pressure distribution. DAI was favored or angular acceleration rather than linear acceleration, and occured in brain stem, pons and midbrain easily as accelerating duration time was increased.

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A New Induction Motor Drive Based on the Flux Vector Acceleration Method (자계벡터 가속법에 기초한 유도 전동기의 구동)

  • Jung, Seoung-Hwan;Hong, Soon-Ill;Hong, Jung-Pyo
    • Proceedings of the KIEE Conference
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    • 2006.07b
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    • pp.701-702
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    • 2006
  • A novel control strategy for the induction motor drive, based on the field acceleration method, is presented. The torque is controlled through variations of the stator flux angular velocity. The stator flux is controlled by using a feed forward control scheme, with the stator flux reference vector adjusted so as to obtain the fixed rotor flux amplitude.

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Study on Improving Stability of 6×6 Skid-Steering Vehicle by Employing Skyhook Control Method (스카이 훅 제어를 이용한 6×6 견마 차량의 주행 안정성 향상 방안 연구)

  • Jeon, Su-Hee;Lee, Jeong-Han;Yoo, Wan-Suk;Kim, Jae-Yong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.35 no.8
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    • pp.905-912
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    • 2011
  • In order to protect equipment such as controllers, it is important to improve the driving stability of $6{\times}6$ skidsteering vehicles driven on rough roads. The estimation and improvement of the driving stability should be based on the vertical acceleration, roll acceleration, and pitch acceleration. These variables will be used to achieve multivariable control and increase the vehicle driving stability. In this study, to improve vehicle stability by reducing the vertical acceleration, roll angular acceleration, and pitch angular acceleration, the skyhook control method is employed to control MR(Magnetorheological) dampers equipped with the vehicle. The proposed control system is tested in multibody dynamic simulation.

Study on Uncertainty Factors of Head Vibration Measurements

  • Cheung, Wan-Sup;Ryu, Je-Dam;Hong, Dong-Pyo
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2004.05a
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    • pp.101-104
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    • 2004
  • This paper addresses uncertainty issues encountered recently in measuring head vibration using the conventional 6-axis or 9-axis bite-bar Those conventional bite-bars are shown to present insufficient information to measure a complete 6 degree-of-freedom motion of head vibration. In order to overcome such limit, a theoretical measurement model that consists of four 3-axis linear accelerometers is suggested (Theoretical backgrounds presented in this paper shall have been addressed in the international congress of ICA 2004 in this April). It is shown to enable the direct measurement of three angular acceleration components and six angular velocity-dependent nonlinear terms. In audition to the three linear acceleration terms, those nine angular motion-dependent ones are found to make it possible to evaluate the general head vibration for a given position. To examine the feasibility of the proposed method, a newly designed 12-axis bite-bar was developed. Detailed experimental results obtained using the developed 12-axis bite-bar are illustrated in the presentation of this paper, which illustrates what amount of measurement accuracy provides. But, this paper provides more detailed experimental data and extended uncertainty factors.

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