• Title/Summary/Keyword: Battery model

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Remaining Useful Life Estimation of Li-ion Battery for Energy Storage System Using Markov Chain Monte Carlo Method (마코프체인 몬테카를로 방법을 이용한 에너지 저장 장치용 배터리의 잔존 수명 추정)

  • Kim, Dongjin;Kim, Seok Goo;Choi, Jooho;Song, Hwa Seob;Park, Sang Hui;Lee, Jaewook
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.40 no.10
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    • pp.895-900
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    • 2016
  • Remaining useful life (RUL) estimation of the Li-ion battery has gained great interest because it is necessary for quality assurance, operation planning, and determination of the exchange period. This paper presents the RUL estimation of an Li-ion battery for an energy storage system using exponential function for the degradation model and Markov Chain Monte Carlo (MCMC) approach for parameter estimation. The MCMC approach is dependent upon information such as model initial parameters and input setting parameters which highly affect the estimation result. To overcome this difficulty, this paper offers a guideline for model initial parameters based on the regression result, and MCMC input parameters derived by comparisons with a thorough search of theoretical results.

Design and Experiment of Three-phase Interleaved DC-DC Converter for 5kW Lead-Acid Battery Charger (5kW 배터리 충전기용 양방향 3상 인터리브드 DC-DC 컨버터 설계 및 실험)

  • Lee, Wu-Jong;Eom, Ju-Kyoung;Han, Byung-Moon;Cha, Han-Ju
    • The Transactions of the Korean Institute of Power Electronics
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    • v.16 no.3
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    • pp.227-233
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    • 2011
  • This paper proposes a design and experiment of three phase interleaved dc-dc converter for 5kW battery charger. The charger consists of a three-phase interleaved dc-dc converter, which interfaces batteries and DC link, and a grid connected inverter. Lead-acid battery is modeled in a simple R-C model by matlab. Parameters of the battery are estimated based on step current discharging test. The battery is connected to three-phase interleaved DC-DC converter in order to reduce the ripple current to the battery and so, increase the lifetime of battery. Controller for charging and discharging mode is designed and tested in a 5kW charger prototype.

Lifetime Management Method of Lithium-ion battery for Energy Storage System

  • Won, Il-Kuen;Choo, Kyoung-Min;Lee, Soon-Ryung;Lee, Jung-Hyo;Won, Chung-Yuen
    • Journal of Electrical Engineering and Technology
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    • v.13 no.3
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    • pp.1173-1184
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    • 2018
  • The lifetime of a lithium-ion battery is one of the most important issues of the energy storage system (ESS) because of its stable and reliable operation. In this paper, the lifetime management method of the lithium-ion battery for energy storage system is proposed. The lifetime of the lithium-ion battery varies, depending on the power usage, operation condition, and, especially the selected depth of discharge (DOD). The proposed method estimates the total lifetime of the lithium-ion battery by calculating the total transferable energy corresponding to the selected DOD and achievable cycle (ACC) data. It is also demonstrated that the battery model can obtain state of charge (SOC) corresponding to the ESS operation simultaneously. The simulation results are presented performing the proposed lifetime management method. Also, the total revenue and entire lifetime prediction of a lithium-ion battery of ESS are presented considering the DOD, operation and various condition for the nations of USA and Korea using the proposed method.

CC-CV Charging Time Characteristics of Lead-Acid Batteries Based on Compact Estimation Model (간결한 예측 모형에 기반한 납축전지의 정전류-정전압 충전시간 특성화)

  • Han, Jeong-gyeon;Shin, Donghwa
    • IEMEK Journal of Embedded Systems and Applications
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    • v.11 no.5
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    • pp.305-312
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    • 2016
  • Modern embedded systems are typically operated by the rechargeable batteries in our daily life. Since charge of batteries is considered as an time consuming task, there have been extensive efforts to manage the charge time from the perspective of materials, circuits, and systems. Estimation of battery charge time is one of the essential information to design the charge circuitry. A compact macro model for the constant-current and constant-voltage charge protocol was recently introduced, which gives us a quick estimation of charge time with similar shape to the famous Peukert's law for discharge time estimation. The CC-CV charging protocol is widely used for Lithium-based batteries and Lead-acid batteries. In this paper, we characterize the lead-acid battery by measurement to extract the model coefficients, which was not covered by the previous studies. By our proposed model, the key coefficient Kcc results in 1.18-1.31, which is little bit higher than that of Lithium batteries. The accuracy of our model is within the range of ${\pm}10%$ error, which is compatible with the other studies such as Peukert's law.

Development of a Simulation Model based on CAN Data for Small Electric Vehicle (소형 전기자동차 CAN 데이터 기반의 시뮬레이션 모델 개발)

  • Lee, Hongjin;Cha, Junepyo
    • Journal of ILASS-Korea
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    • v.27 no.3
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    • pp.155-160
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    • 2022
  • Recently, major developed countries have strengthened automobile fuel efficiency regulations and carbon dioxide emission allowance standards to curb climate change caused by global warming worldwide. Accordingly, research and manufacturing on electric vehicles that do not emit pollutants during actual driving on the road are being conducted. Several automobile companies are producing and testing electric vehicles to commercialize them, but it takes a lot of manpower and time to test and evaluate mass-produced electric vehicles with driving mileage of more than 300km on a per-charge. Therefore, in order to reduce this, a simulation model was developed in this study. This study used vehicle information and MCT speed profile of small electric vehicle as basic data. It was developed by applying Simulink, which models the system in a block diagram method using MATLAB software. Based on the vehicle dynamics, the simulation model consisted of major components of electric vehicles such as motor, battery, wheel/tire, brake, and acceleration. Through the development model, the amount of change in battery SOC and the mileage during driving were calculated. For verification, battery SOC data and vehicle speed data were compared and analyzed using CAN communication during the chassis dynamometer test. In addition, the reliability of the simulation model was confirmed through an analysis of the correlation between the result data and the data acquired through CAN communication.

Fuel Economy of Ultracapacitor & Battery Hybrid vehicle Using Dynamic Programing (울트라케페시터와 배터리를 보조 에너지원으로 사용하는 하이브리드 자동차의 다이나믹 프로그래밍을 이용한 최적 연비 계산)

  • Jeon, You-Kwang;Park, Young-Il;Lee, Jang-Moo
    • 한국신재생에너지학회:학술대회논문집
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    • 2005.11a
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    • pp.537-540
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    • 2005
  • A battery is the primary energy source device presently used in hybrid electric vehicle. It can store much energy, but cannot provide enough current without inefficient units. However, an ultracapcitor can provide much current, but cannot store much energy. It will have better fuel economy by combining the two energy sources in parallel. The purpose of this paper is making the simulator of the two HEV systems. The one has only battery, the other have battery and ultarcapacitor in parallel. To compare the fuel economy, dynamic programing was used for optimization and prius was used for HEV model.

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SOC Estimation Algorithm for the Lithium-Ion Battery by Using a Linear State Observer (선형 상태 관측기를 이용한 리튬이온 배터리의 SOC 추정 알고리즘)

  • Tran, Ngoc-Tham;Choi, Woojin
    • Proceedings of the KIPE Conference
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    • 2014.11a
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    • pp.60-61
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    • 2014
  • Lithium-Ion batteries have become the best tradeoff between energy, power density and cost of the energy storage system in many portable high electric power applications. In order to manage the battery efficiently State of Charge (SOC) of the battery needs to be estimated accurately. In this paper a model-based approach to estimate the SOC of the Lithium-Ion battery based on the estimation of the battery impedance is proposed. The validity and feasibility of the proposed algorithm is verified by the experimental results.

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An Analysis of Battery Charger$\cdot$Dischrger using Parallel Connected Bi-directional Converter (대용량 병렬 양방향 컨버터를 이용한 배터리 충$\cdot$방전기 해석)

  • Choi Jae-dong;Ahn Jae-whang;Seong Se-jin
    • Proceedings of the KIPE Conference
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    • 2002.07a
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    • pp.773-776
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    • 2002
  • The battery charger of spacecraft has two different modes of operation respectively. One is the bus voltage regulation mode and the other is the charge current regulation mode. And also the battery discharger provide the power during eclipse mode of spacecraft. In this study, a test model of the battery charger and discharger using hi-directional converter are designed and analyzed. These Battery Charger and Discharger is introduced the modular converter method that can be added the converter modules according to the load variation.

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Fabrication of Battery Checking & Monitoring System (밧데리 진단 및 감시장치 제작)

  • Lee, Sang-Cheol;Na, Chae-Dong;Yoo, Jae-Moon;Choi, Sik
    • Proceedings of the KIEE Conference
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    • 1998.07f
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    • pp.2156-2159
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    • 1998
  • This paper describes a Battery Checking & Monitoring System for monitoring battery cell and power system in Uninterruptible Power Supplies(UPS). The system is capable of measuring, in a matter of setting time, float and discharge voltage of up to 240 cells in a single installation, and has the memory capacity to store battery's alarm data information on up to 200 separate sites. This system are easy to maintain and attain cost effectively, so that prepared for meeting the customer's service needs immediately. The system is additionally programmed with a each model, that will enable to accurately determine the remain battery capacity in a UPS system following a short discharge test. It is also equipped with remote interrogation and control facilities.

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A Controller Design for a Stability Improvement of an On-Board Battery Charger

  • Jeong, Hae-Gwang;Lee, Kyo-Beum
    • Journal of Electrical Engineering and Technology
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    • v.8 no.4
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    • pp.951-958
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    • 2013
  • This paper proposes the controller design for a stability improvement of an on-board battery charger. The system is comprised of a power factor correction (PFC) circuit and phase shift full-bridge DC-DC converter. The PFC circuit performs the control of the DC-link voltage and the input power factor. The DC-DC converter regulates the voltage and the current in the battery using the DC-link voltage. This paper proposes the design method of PI controller for the PFC circuit using a small signal model. The analysis and design of a type-three controller for the DC-DC converter is also presented. A simulation and experiment has been performed on the on-board battery charger and their results are presented to verify the validity of the proposed system.