• 제목/요약/키워드: Electrical Vehicle, EV

검색결과 188건 처리시간 0.033초

다중선형회귀모델 기반 고출력 직렬 배터리 팩의 전압 불균형 추정 (Multiple linear regression model-based voltage imbalance estimation for high-power series battery pack)

  • 김승우;이평연;한동호;김종훈
    • 전기전자학회논문지
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    • 제23권1호
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    • pp.1-8
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    • 2019
  • 본 논문에서는 18650 원통형 NCA 리튬이온 배터리로 구성된 고출력 직렬 배터리로 다양한 C-rate의 전기적 특성을 테스트한다. 테스트를 통해 추출한 14S1P 배터리 팩의 방전 용량 데이터와 4S1P 배터리 팩의 EV cycle 데이터를 통해 C-rate의 변화에 따른 전기적 특성을 분석한다. 분석을 통해 얻은 데이터를 기반으로 C-rate에 따른 방전용량 실험의 셀 간 전압 편차와 EV cycle 실험의 셀 간 전압 편차를 다중선형회귀 모델로 추정하여 선형적인 특징을 가진 데이터와 비선형적인 특징을 가진 데이터에 대한 각각의 추정성능을 검증한다. 모델의 추정성능을 검증하기 위해 추정 데이터와 실제 데이터의 RMSE를 구해 알고리즘의 정확성을 평가한다. 논문의 결과는 14S1P 배터리 팩의 방전 용량의 셀 간 전압 불균형과 4S1P 배터리 팩의 EV cycle의 셀 간 전압 불균형 중 선형적인 데이터인 방전 용량의 셀 간 불균형 데이터의 추정 성능이 더 뛰어난 것을 검증하는데 기여한다.

Torque Ripples Minimization of DTC IPMSM Drive for the EV Propulsion System using a Neural Network

  • Singh, Bhim;Jain, Pradeep;Mittal, A.P.;Gupta, J.R.P.
    • Journal of Power Electronics
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    • 제8권1호
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    • pp.23-34
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    • 2008
  • This paper deals with a Direct Torque Control (DTC) of an Interior Permanent Magnet Synchronous Motor (IPMSM) for the Electric Vehicle (EV) propulsion system using a Neural Network (NN). The Conventional DTC with optimized switching lookup table and three level torque controller generates relatively large torque ripples in an electric vehicle motor drive. For reducing the torque ripples, a three level torque controller is hereby replaced by the five level torque controller. Furthermore, the switching lookup table of the five level torque controller based DTC is replaced with a Neural Network. These DTC schemes of an IPMSM drive are simulated using MATLAB/SIMULINK. The simulated results are compared with the conventional DTC and it is found that the ripples in the torque, as well as in the stator current, are reduced drastically.

제주도에서 전기자동차 보급이 전력계통에 미치는 영향 (The Effects of Penetration of the Electric Vehicles on the Electric Power Grid in the Jeju Island)

  • 오성보;이개명;황충구
    • 전기학회논문지
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    • 제63권1호
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    • pp.10-17
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    • 2014
  • The Jeju Special Self-Government Provincial Government has made the plan penetrating gradually electric vehicles(EVs) in the Jeju Special Self-Government Province(Jejudo). However the effects of EVs penetration on the electrical grid of the Jejudo is not reported. In this paper the yearly electric energy consumed by the EVs was calculated and the effects of the EV penetration on the peak power of the grid were analyzed in the Jejudo for the future 10 years, and we hope that our study results will help the governors realize the EVs penetration plan in the Jejudo. The calculation results show that the rate of the electric energy used by the EVs will become to 2.9% at its maximum at the 2017 year when the penetration rate of EVs in passenger cars becomes 10%, and the rate of the electric energy consumed by the EVs will become to 9.4% at its maximum at the 2020 year when the penetration rate of EVs in passenger cars becomes 30%. The concepts of smart-charging capacity and 100%-valley-filling charging capacity of the grid were defined and calculated for the Jeju Grid, and the grid was analyzed to have the sufficient EV charging capacity until the 2022 year.

양방향 DC-DC 배터리 충전기 구현 및 실험을 통한 EV 자동차의 FTP-75 운전 검증 (EV car Battery Charge and Discharge Simulation Verification for Implementation and Experiments of the Bidirectional DC-DC Charger)

  • 박일규;김대식;차한주
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2013년도 추계학술대회 논문집
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    • pp.35-36
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    • 2013
  • 본 논문은 EV(Electric Vehicle)에 사용되는 배터리의 충/방전 전류에 따른 SOC(State of Charge) 및 전압특성을 Matlab Simulink로 구현하였으며, 검증을 위해 양방향 DC-DC 컨버터를 설계하여 실험을 하였다. 배터리 모델에 사용된 파라미터는 Randles등가회로를 기반으로 펄스방전을 통해 추출하였고, 단자전압 계산부에 3D Look-up 테이블을 이용해 적용하였다. SOC계산부는 전류에 따른 용량변화를 보상하기 위해 Peukert Effect를 적용하였으며, FTP-75 전류패턴으로 온도($0^{\circ}C$, $25^{\circ}C$, $40^{\circ}C$)에 따라 실험한 결과 시뮬레이션의 오차율은 5%로 높은 정확도를 갖는 것을 확인을 통해 검증 하였다.

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태양광 모듈 통합 전기 자동차용 Phase Shift Full Bridge Converter (A PV-Module Integrated Phase Shift Full Bridge Converter for EV)

  • 황윤경;남광희
    • 전력전자학회논문지
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    • 제25권6호
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    • pp.425-432
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    • 2020
  • The phase-shifted, full-bridge (PSFB) DC-DC converter is widely used in electric vehicles (EVs) to charge a low-voltage (12 V) battery from a high-voltage battery. A Photovoltaic (PV) module-integrated PSFB converter is proposed for the EV power conversion system. The converter is useful because solar energy can be utilized to extend the driving range. The buck converter circuit is simply realized by adding one switch to the conventional PSFB converter's secondary side. For the inductor and diode, the existing components in the PSFB converter are shared. The proposed converter can charge a low-voltage battery from the PV module with maximum power point tracking. In addition, the two power sources can be used simultaneously, and efficiency is increased by reducing the circulating current, which is a problem for the conventional PSFB converter.

전기 자동차의 DC 배전 시스템을 위한 양방향 DC/DC 컨버터의 제어 (Control of the Bidirectional DC/DC Converter for a DC Distribution Power System in Electric Vehicles)

  • 장한솔;이준민;김춘택;나재두;김영석
    • 전기학회논문지
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    • 제62권7호
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    • pp.943-949
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    • 2013
  • Recently, an electric vehicle (EV) has been become a huge issue in the automotive industry. The EV has many electrical units: electric motors, batteries, converters, etc. The DC distribution power system (DPS) is essential for the EV. The DC DPS offers many advantages. However, multiple loads in the DC DPS may affect the severe instability on the DC bus voltage. Therefore, a voltage bus conditioner (VBC) may use the DC DPS. The VBC is used to mitigate the voltage transient on the bus. Thus, a suitable control technique should be selected for the VBC. In this research, Current controller with fixed switching frequency is designed and applied for the VBC. The DC DPS consist of both a resistor load and a boost converter load. The load variations cause the instability of the DC DPS. This instability is mitigated by the VBC. The simulation results by Matlab simulink and experimental results are presented for validating the proposed VBC and designed control technique.

실제 운전조건을 고려한 전기자동차 베어링의 전기적 손상 평가 (Evaluation of Electrical Damage to Electric-vehicle Bearings under Actual Operating Conditions )

  • 박정수;김정식;이승표
    • Tribology and Lubricants
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    • 제40권4호
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    • pp.111-117
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    • 2024
  • Due to global CO2 emission reductions and fuel efficiency regulations, the trend toward transitioning from internal combustion engine vehicles to electric vehicles (EVs) has accelerated. Consequently, the problem of EV failures has become a focal point of active research. The parasitic capacitance generated during motor-shaft rotation induces voltage that deteriorates the raceway and ball surfaces of bearings, causing electrical damage in EVs. Despite numerous attempts to address this issue, most studies have been conducted under high viscosity lubricant and low load conditions. However, due to factors such as high-speed operation, rapid acceleration and deceleration, motor heating, and motor system-decelerator integration, current EV applications have shown diminished stability in lubrication films of motor bearings, thereby leveraging the investigation to address the risk of electrical damage. This study investigates the electrical damage to rolling bearing elements in EV motor drive systems. The experimental analysis focuses on the effects of electric currents and operational loads on bearing integrity. A test rig is designed to generate high-rate voltage specific to a motor system's parasitic capacitance, and bearing samples are exposed to these currents for specified durations. Component evaluation involves visual inspections and vibration measurements. In addition, a predictive model for electrical failure is developed based on accumulated data, which demonstrates the ability to predict the likelihood of electrical failure relative to the duration and intensity of current exposure. This in turn reduces uncertainties in practical applications regarding electrical erosion modes.

전기자동차 보급 증가에 따른 소비전력량 예측에 관한 연구 (A Study for Forecasting of Power Consumption due to Increase of Electric Vehicle)

  • 황미연;윤정무;차준민
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2011년도 제42회 하계학술대회
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    • pp.23-24
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    • 2011
  • Recently, it is required EV(Electric Vehicles) charging infra construction for approaching to accelerate and to commercialize development of EV. In this study, it was introduced basic overview of EV and charging infra construction. and we're supposed rate of growth and reduction of the number of registered vehicles by considering about last 3 years and supposed automatic number. This paper was produced dissemination if demand of EV would constantly increase. We compared and analyzed the relationship of 5th power supply and power consumption.

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전기자동차용 양방향 ZVS DC-DC 컨버터 설계 (A Design of ZVS DC-DC Converter applied to Electric Vehicle)

  • 손호인;김창선
    • 전기학회논문지
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    • 제61권7호
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    • pp.982-987
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    • 2012
  • The power supply devices applied to the electric vehicle are required for high efficiency and high power density. This paper presents a bidirectional ZVS DC-DC converter. A bidirectional DC-DC converter using the planar transformer has advantages of high efficiency, simple circuit, and lightweight. The operating principle, theoretical analysis, and design guidelines are provided in this paper. The simulation waveforms of the proposed converter are shown to verify its feasibility.

A Novel Approach for the Unit Commitment with Vehicle-to-grid

  • Jin, Lei;Yang, Huan;Zhou, Yuying;Zhao, Rongxiang
    • Journal of international Conference on Electrical Machines and Systems
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    • 제2권3호
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    • pp.367-374
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    • 2013
  • The electrical vehicles (EV) with vehicle-to-grid (V2G) capability can be used as loads, energy sources and energy storage in MicroGrid integrated with renewable energy sources. The output power of generators will be reallocated in the considering of V2G. An intelligent unit commitment (UC) with V2G for cost optimization is presented in this paper. A new constraint of UC with V2G is considered to satisfy daily use of EVs. A hybrid optimiza-tion algorithm combined Binary Particle Swarm Optimization (BPSO) with Lagrange Mul-tipliers Method (LMM) is proposed. The difference between results of UC with V2G and UC without V2G is presented.