• 한국수소및신에너지학회논문집
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• 제32권6호
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• pp.592-611
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• 2021

In this study a rarely available high-throughput cycling data set of 124 commercial lithium iron phosphate/graphite cells cycled under fast-charging conditions, with widely varying cycle lives ranging from 150 to 2,300 cycles including in-cycle temperature and per-cycle IR measurements. We worked out own Python codes which reproduced the various data plots and machine learning approaches for cycle life prediction using early cycles and more details not presented in the article and the supplementary information. Particularly, we applied regularized ridge, lasso and elastic net linear regression models using features extracted from capacity fade curves, discharge voltage curves, and other data such as internal resistance and cell can temperature. We found that due to the limitation in the quantity and quality of the data from costly and lengthy battery testing a careful hyperparameter tuning may be required and that model features need to be extracted based on the domain knowledge.

• Journal of Electrochemical Science and Technology
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• 제13권1호
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• pp.90-99
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• 2022

Owing to the rising concern of global warming, lithium-ion batteries have gained immense attention over the past few years for the development of highly efficient electrochemical energy conversion and storage systems. In this study, alpha-phase VOPO₄·2H₂O with nanosheet morphology was prepared via a facile hydrothermal method for application in high-performance lithium-ion batteries. The X-ray diffraction and scanning electron microscopy (SEM) analyses indicated that the obtained sample had an alpha-2 (αII) phase, and the nanosheet morphology of the sample was confirmed using SEM. The lithium-ion battery with VOPO₄·2H₂O as the anode exhibited excellent long-term cycle life and a high capacity of 256.7 mAh g^-1 at room temperature. Prelithiation effectively improved the specific capacity of pristine VOPO₄·2H₂O. The underlying electrochemical mechanisms were investigated by carrying out AC impedance, rate capability, and other instrumental analyses.

• 정보과학회 논문지
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• 제42권11호
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• pp.1314-1321
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• 2015

모바일 디바이스는 데스크톱이나 서버 등 일반 컴퓨터 시스템과 마찬가지로 주기억장치와 스토리지와의 성능 차이를 완화시키기 위해 버퍼 캐시를 사용한다. 그러나 DRAM 은 저장된 데이터를 유지하기 위해 주기적인 refresh 연산을 수행함으로써 제한된 크기의 배터리 소모를 가속화하는 문제점을 가지고 있다. 본 논문에서는 모바일 디바이스 환경에서 배터리의 수명을 연장하기 위해 DRAM과 비휘발성 메모리인 PCM으로 구성된 하이브리드 메인 메모리 구조기반의 버퍼캐시 정책을 소개한다. 또한, PCM의 성능 및 내구성 특성을 최적화시키기 위해 프로세스 상태 기반의 새로운 버퍼 캐시 정책을 제안한다. 제안 기법은 포그라운드 및 백그라운드 애플리케이션이 사용하는 페이지를 서로 다른 방법으로 배치함으로써 소량의 DRAM으로도 포그라운드 애플리케이션의 빠른 응답성을 보장한다. 실험 결과, 제안 기법은 포그라운드 애플리케이션의 총 수행시간을 평균 58% 감소시켰으며 전력 소비량도 평균 23% 감소시키는 것을 확인하였다.

• Smart Structures and Systems
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• 제16권3호
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• pp.383-399
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• 2015

Today, as railways increase their capacity and speeds, it is more important than ever to be completely aware of the state of vehicles fleet's condition to ensure the highest quality and safety standards, as well as being able to maintain the costs as low as possible. Operation of a modern, dynamic and efficient railway demands a real time, accurate and reliable evaluation of the infrastructure assets, including signal networks and diagnostic systems able to acquire functional parameters. In the conventional system, measurement data are reliably collected using coaxial wires for communication between sensors and the repository. As sensors grow in size, the cost of the monitoring system can grow. Recently, auto-powered wireless sensor has been considered as an alternative tool for economical and accurate realization of structural health monitoring system, being provided by the following essential features: on-board micro-processor, sensing capability, wireless communication, auto-powered battery, and low cost. In this work, an original harvester device is designed to supply wireless sensor system battery using train bogie energy. Piezoelectric materials have in here considered due to their established ability to directly convert applied strain energy into usable electric energy and their relatively simple modelling into an integrated system. The mechanical and electrical properties of the system are studied according to the project specifications. The numerical formulation is implemented with in-house code using commercial software tool and then experimentally validated through a proof of concept setup using an excitation signal by a real application scenario.

• 전기화학회지
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• 제25권4호
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• pp.162-173
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• 2022

우리의 삶에 있어 새로운 물질의 개발/발견은 전 세계의 환경 및 에너지 문제를 해결하는 데 필수적인 열쇠이다. 이러한 관점에서 결정성 탄소계 2차원 재료는 벌집 또는 sp/sp² 하이브리드 구조의 탄소 소재의 전기 전도도, 화학적 안정성, 표면 공학 등 다양한 관점에서 오랜 시간 동안 연구되어 왔다. 특히, 그래핀을 포함한 새로운 2차원 탄소 소재 개발은 신재생 에너지 분야에서 수십 년 동안 지속적으로 개발되고 있다. 구체, 입방체 등의 다양한 구조 형태의 금속나노입자와 함께 복합화하여 시너지 효과를 낼 수 있는 탄소동소체가 연구되고 있으며, 이를 통하여 신재생 에너지 분야의 디바이스 성능이 획기적으로 향상되고 있다. 본 총설에서는 2D 탄소동소체 재료, 그래핀 및 그라파인의 연구 방향과 재생 에너지 분야의 성능을 향상시키기 위한 응용 방법을 소개하고자 한다.

• 한국재료학회:학술대회논문집
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• 한국재료학회 2003년도 춘계학술발표강연 및 논문개요집
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• pp.43-43
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• 2003

Carbon nanotubes(CNTs) have many application points, which are field emission devices, composites, hydrogen storage, nanodevices, supercapacitor and secondary battery. The most promising application point is emitter tip mays of field emission devices. Furthermore, it may be also useful as a vacuum device for high frequency and high power. But, there are some obstacles to fabricate carbon nanotube field emission device. One is that CNTs grown by CVD method has weak adhesion with substrate and the other is non-uniform length of them. These problems are very crucial in aging property and reliability of device in the field emission.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2009년도 제40회 하계학술대회
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• pp.1066_1067
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• 2009

Wind power is one of most promising renewable energy. The output capacity of large wind turbine has been increased for off-shore application. Number of installation of small wind turbine also has been increased for the stand-alone and off-grid application of remote area and recently small wind turbine equipped with lamp on the pole is used for street lamp. Maximum wind energy must be extracted by wind turbine within rated wind speed. Power must be controlled to protect the system such as blade, generator, and power system above the rated wind speed. In this paper, small wind power system of 800W rating for battery charging is implemented and output power control by furling system is verified at wind tunnel test.

• 대한인간공학회지
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• 제14권1호
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• pp.25-35
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• 1995

For information processing tasks, it is an important cognitive skill to manipulate and store information, which is known as information intake. One of the tasks which greatly involve this skill would be a spreadsheet calculation task. In this study, a spreadsheet calculation task is analyzed by the cognitive task analysis based on the cognitive factors having been usef for a model of human information processing. By the results of the cognitive task analysis, the spreadsheet calculation tasks to be used in the experiments are designed and the testbattery of cognitive abilities assessment (CCAB ; complex cognitive asssessment battery) are selected. Then, the features of cognitive demands and a human performance model of the spreadsheet calculation task are suggested by means of correlation analysis, principal component factor analysis, and regression analysis of the results of the experiments on task performances and the assessment of cognitive abilities. Also, the application of the results of the study to job placement and further research issues are described.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1997년도 하계학술대회 논문집 D
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• pp.867-870
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• 1997

This paper presents application of battery energy storage system(BESS) for interconnection with power distribution system. We configured interconnection model using PSCAD/EMTDC program. The simulation for voltage regulation on BESS interconnection with power distribution analyzes transient voltage variation, steady state voltage variation, and voltage of reverse power flow at interconnected feeder and nearby feeder.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2008년도 춘계학술대회 논문집
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• pp.948-951
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• 2008

Ubiquitous sensor network (USN) based on ZigBee communication protocol has been used in various application fields, such as home-network, intelligent building and machine, logistics, environmental monitoring, military field, security field and etc. The ZigBee is targeted at radio-frequency application that require a low data rate, long battery life and secure network. Especially, the USN system can be applied efficiently to building-indoor where the complex geometry is adopted. In this study, all 90 points of railway cabin indoor were monitored for temperature and humidity using USN technology. All sensors were pre/post-calibrated and the temperature/humidity change were analyzed in a railway cabin in real-time. The results would be useful to develop the cabin heating, ventilating and air conditing (HVAC) system to meet all passengers' thermal comfort regardless of their seat position.