• Title/Summary/Keyword: Train voltage

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Training an Artificial Neural Network (ANN) to Control the Tap Changer of Parallel Transformers for a Closed Primary Bus

  • Sedaghati, Alireza
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1042-1047
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    • 2004
  • Voltage control is an essential part of the electric energy transmission and distribution system to maintain proper voltage limit at the consumer's terminal. Besides the generating units that provide the basic voltage control, there are many additional voltage-controlling agents e.g., shunt capacitors, shunt reactors, static VAr compensators, regulating transformers mentioned in [1], [2]. The most popular one, among all those agents for controlling voltage levels at the distribution and transmission system, is the on-load tap changer transformer. It serves two functions-energy transformation in different voltage levels and the voltage control. Artificial Neural Network (ANN) has been realized as a convenient tool that can be used in controlling the on load tap changer in the distribution transformers. Usage of the ANN in this area needs suitable training and testing data for performance analysis before the practical application. This paper briefly describes a procedure of processing the data to train an Artificial Neural Network (ANN) to control the tap changer operating decision of parallel transformers for a closed primary bus. The data set are used to train a two layer ANN using three different neural net learning algorithms, namely, Standard Backpropagation [3], Bayesian Regularization [4] and Scaled Conjugate Gradient [5]. The experimental results are presented including performance analysis.

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Output performance enhanced triboelectric nanogenerator with gear train support

  • Kim, Wook;Hwang, Hee Jae;Choi, Dukhyun
    • Proceedings of the Korean Vacuum Society Conference
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    • 2016.02a
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    • pp.415.2-415.2
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    • 2016
  • Triboelectric nanogenerator (TENG) is one of ways to convert mechanical energy sound, waves, wind, vibrations, and human motions to available electrical energy. The principal mechanism to generate electrical energy is based on contact electrification on material surface and electrostatic induction between electrodes. The performance of TENG are dependent on amount of the input mechanical energy and characteristics of triboelectric materials. Furthermore, the whole TENG system including mechanical structure and electrical system can effect on output performance of TENG. In this work, we investigated the effect of gear train on output performance and power conversion efficiency (PCE) of TENG under a given input energy. We applied the gear train on mechanical structure to improve the contact rate. We measured the output energy under a constant input energy by controlling the size of the working gear. We prepared gears with gear ratios (rin/rw) of 1, 1.7, and 5. Under the constant input energy, the voltage and current from our gear-based TENG system were enhanced up to the maximum of 3.6 times and 4.4 times, respectively. Also, the PCE was increased up to 7 times at input frequency of 1.5 Hz. In order to understand the effect of kinematic design on TENG system, we performed a capacitor experiment with rectification circuit that provide DC voltage and current. Under the input frequency of 4.5 Hz, we obtained a 3 times enhanced rectifying voltage at a gear ratio of 5. The measured capacitor voltage was enhanced up to about 8 fold in using our TENG system. It is attributed that our gear-based TENG system could improve simultaneously the magnitude as well as the generation time of output power, finally enhancing output energy. Therefore, our gear-based TENG system provided an effective way to enhance the PCE of TENGs operating at a given input energy.

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A study on the way on energy efficiency of regenerative braking (전력회생 브레이크의 에너지 효율화 방안 연구)

  • Park, Young-Jin;Moon, Kwan-Il;Shin, Min-Sik;Son, Young-Jin
    • Proceedings of the KSR Conference
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    • 2010.06a
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    • pp.204-212
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    • 2010
  • Currents which are generated at both ends of drive motor by operating brake pedal when subway train is driving, will generate the reviltalization actual effect if they are not used immediately. So there exist rolling stock established Dynamic braking annex for the purpose of stable brake performance in case there are no retrogress train around or no stable wiring voltage.Therefore 55% of entered energy are consumed in subway train. 45% are used in down gradient section or for regeneration energy and among them 25% are used for another train's retrogression through the wiring. So to reduce reviltalization method keeping the existing system, substation's service voltage should be declined about 5%. And then it will ease off excessive wiring voltage rise. And there need energy reduction by flexible service voltage adjustment and study for energy consumption efficiency in the subway.

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A Study on Traction System Characteristics of High-Speed Train

  • Han, Young-Jae;Kim, Ki-Hwan;Seo, Sung-Il;Park, Chan-Kyoung;Han, Seong-Ho;Kim, Jong-Young;Kno, Ae-Sook
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1724-1726
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    • 2003
  • Korean High-Speed Train (350km/h), composed of 2 power cars, 2 motorized car and 3 trailer cars, has been developed and is under trial test. To verify the design requirements for the functions and traction performances of the train, KRRI (Korea Railroad Research Institute) decided to evaluate traction performances of the train during trial test. For this purpose, torque, velocity, voltage and current must be measured. KRRI has developed a measurement system that can measure vast and various signals effectively. In this paper, we introduce traction performances of Korean High-Speed Train. The traction measurement items are focused on the verification of motor block performances. Motor block consists of 2 motors. By this test, we verified traction performances of Korean High-Speed Train.

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Development of a Train Performance Simulation S/W for The Performance Analysis of High Speed Railway System(2) (고속전철 시스템 성능해석을 위한 열차 주행시뮬레이션 S/W 개발(2))

  • Lee, Tae-Hyung;Hyun, Seung-Ho;Chung, Heuing-Chai;Hwang, Hee-Soo
    • Proceedings of the KIEE Conference
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    • 2000.07b
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    • pp.1381-1383
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    • 2000
  • A multi-train operation simulation software is under development, in this G7 Project for a High Speed Train System, to simulate the running performance, power consumption, signalling and operation. In the first stage, a Train Performance Simulation (TPS) software is introduced in this paper. This is a core module of whole system and gives some parameters of a train, e.g., its position, speed traction and braking power and electric power system state, etc. In this paper, calculation technique was used for voltage drop at the train's positions and major posts along the catenary line. The final program will be used as an evaluation tool for system performance in constructing a new line or introducing a new train system.

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The frequency analysis of measuring arc data of electric train (전기철도 아크 실측정데이터 주파수 분석)

  • Lim, Jae-Chan;Kim, Jae-Chul;Lee, Hui-Tae;Kim, Jin-Seok;Han, Soung-Ho;Lee, Su-Gil;Lee, Eun-Gyu
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2007.11a
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    • pp.271-274
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    • 2007
  • In this paper, measuring equipment for arcs which are caused by losing contact between a pantograph and a catenary in the electric train, TTX, was designed and we actually measured arcs of current and voltage at 2007. 5. 16 $\sim$ 17, 2007. 5. 31, 2007. 6. 18 $\sim$ 19 and 2007.6. 30 $\sim$ 31, a total of 4 times. The TTF tool was made by LabVIEW software and the actually measured arc data were analyzed by the FFT tool. The analysis result showed that the arc current and voltage contains much harmonic, so we must consider problems of EMS and EMI in the main circuit system of the electric train TTX.

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Study of measuring electrical signal for diagnosis of tilting train (TTX) during operation (틸팅열차 운행중 열차 전단을 위한 전기신호 계측 연구)

  • Lim, Jae-Chan;Kim, Jae-Chul;Han, Soung-Ho;Lee, Su-Gil
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2008.10a
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    • pp.49-52
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    • 2008
  • It's essential to measure electrical signals of Korea tilting train "Hanvit 200" during operation, Because we need to study operation characteristics of new electric "Hanvit 200" and we want to develop diagnosis system of main circuit of Korea tilting train "Hanvit 200". So, we measure electrical signals for developing diagnosis system of "Hanvit 200" during operation. We measure voltage and current of the primary winding of main transformer and analyze then. In result, we know that each operation mode has specific waveform and frequency. In addition, we also measure arc currents and arc voltage and we know that are of each situations has specific waveform of pattern.

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Analysis for Catenary Voltage of The ATs-Fed AC Electric Railroad System (단권변압기 교류전기철도 급전시스템의 전차선 전압해석)

  • 정현수;이승혁;김진오
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.52 no.9
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    • pp.493-499
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    • 2003
  • This paper presents exact Autotransformers(ATs)-fed AC electric Railroad system modeling using constant current mode for locomotives. An AC electric railroad system is rapidly changing single-phase load, and at a feeding substation, 3-phase electric power is transferred to paired directional single-phase electric power. As the train moves along a section of line between two adjacent ATs. The proposed AC electric railroad system modeling method considers the line self-impedances and mutual-impedances. The constant current mode model objectives are to calculate the catenary and rail voltages with the loop equation. When there are more than one train in the AC electric railroad system, the principle of superposition applies and the only difference between the system analyses for one train. Filially, this paper shows the general equation of an AC electric railroad system, and that equation has no relation with trains number, trains position, and feeding distance.

Combined test of Power Supply System for Korean High Speed Train (고속전철용 보조전원장치 시스템 조합시험)

  • Cho, Hyun-Wook;Kim, Yuen-Chung;Kim, Tae-Hwan;Jang, Kyung-Hyun;Kim, Chul-Ho
    • Proceedings of the KSR Conference
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    • 2008.11b
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    • pp.619-625
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    • 2008
  • Electrical Power supply System conditions of korea high speed train consists of main transformer, four AC-DC PWM converter of Auxiliary Block, Battery Charger in Power Car and Trailer Car, Trailer Inverter, Auxiliary inverter. Main transformer, at nominal voltage of 25kv supplied to secondary winding nominal output Voltage 383Vac, The Auxiliary block consists of AC-DC converters for generating 670VDC power, Auxiliary inverters for ventilation and air compressor, Trailer car inverter provide three phase power supplies at 440Vac for air conditioning and heating. The Battery charger Trailer and Power car supplies 72VDC all necessary equipment to energize the trainset equipment and suppy essential control. This Paper introduces the combined test results of the power supply system for korea high speed train. The main purpose of this combined test is to verify the performance of the power supply system that is designed to operate up to full load test.

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Acceleration Life Prediction of the Capacitor on a Traction Inverter for a High-Speed Train (고속철도차량용 견인 인버터 커패시터의 가속수명 예측)

  • Maeng, Heeyoung;Jung, Si-Kyo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.24 no.6
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    • pp.653-659
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    • 2015
  • The aim of this study is to develop a technique for the accelerated life test of the capacitor in a propulsion control device of a traction inverter used for a high-speed train. Using this technique, the accelerated life test can possibly estimate the life cycle of a capacitor under various temperature conditions and irregularly applied voltage. The accelerated life test is conducted for the capacitor of the traction inverter. The common proceedings of this test are selection of failure mechanism, determination of accelerated stress, range determination of the accelerated stress, determination of the test condition, and distribution and determination of the sample. From this result, the continuous applied voltage was not considered for the acceleration factors anymore. Therefore, the final result having an acceleration factor of 9.4 (= 13,626/1,445) was observed. Furthermore, the life-shortening acceleration effect for the irregular applied voltage condition can be applied to various situations.