• Title/Summary/Keyword: SOC

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Simultaneous Estimation of State of Charge and Capacity using Extended Kalman Filter in Battery Systems (확장칼만필터를 활용한 배터리 시스템에서의 State of Charge와 용량 동시 추정)

  • Mun, Yejin;Kim, Namhoon;Ryu, Jihoon;Lee, Kyungmin;Lee, Jonghyeok;Cho, Wonhee;Kim, Yeonsoo
    • Korean Chemical Engineering Research
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    • v.60 no.3
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    • pp.363-370
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    • 2022
  • In this paper, an estimation algorithm for state of charge (SOC) was applied using an equivalent circuit model (ECM) and an Extended Kalman Filter (EKF) to improve the estimation accuracy of the battery system states. In particular, an observer was designed to estimate SOC along with the aged capacity. In the case of the fresh battery, when SOC was estimated by Kalman Filter (KF), the mean absolute percentage error (MAPE) was 0.27% which was smaller than MAPE of 1.43% when the SOC was calculated by the model without the observer. In the driving mode of the vehicle, the general KF or EKF algorithm cannot be used to estimate both SOC and capacity. Considering that the battery aging does not occur in a short period of time, a strategy of periodically estimating the battery capacity during charging was proposed. In the charging mode, since the current is fixed at some intervals, a strategy for estimating the capacity along with the SOC in this situation was suggested. When the current was fixed, MAPE of SOC estimation was 0.54%, and the MAPE of capacity estimation was 2.24%. Since the current is fixed when charging, it is feasible to estimate the battery capacity and SOC simultaneously using the general EKF. This method can be used to periodically perform battery capacity correction when charging the battery. When driving, the SOC can be estimated using EKF with the corrected capacity.

Start of Combustion Detection Method for Gasoline Homogeneous Charge Compression Ignition Engine (가솔린 균일 예혼합 압축착화 엔진의 착화시점 검출)

  • Choe, Doo-Won;Lee, Min-Kwang;SunWoo, Myoung-Ho
    • Transactions of the Korean Society of Automotive Engineers
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    • v.16 no.4
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    • pp.151-158
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    • 2008
  • Gasoline Homogeneous Charge Compression Ignition (HCCI) combustion is a new combustion concept. Unlike the conventional internal combustion engine, the premixed fuel mixture with high residual gas rate is auto-ignited and burned without flame propagation. There are several operating factors which affect HCCI combustion such as start of combustion (SOC), residual gas fraction, engine rpm, etc. Among these factors SOC is a critical factor in the combustion because it affects exhaust gas emissions, engine power, fuel economy and combustion characteristics. Therefore SOC of gasoline HCCI should be controlled precisely, and SOC detection should be preceded SOC control. This paper presents a control oriented SOC detection method using 50 percent normalized difference pressure. Normalized difference pressure is defined as the normalized value of difference pressure and difference pressure is difference between the in-cylinder firing pressure and the motoring pressure. These methods were verified through the HCCI combustion experiments. The SOC detection method using difference pressure provides a fast and precise SOC detection.

The future Progressing strategy of the private investment project of the construction corporations to prepare for the SOC market change. (SOC시장변화에 대비한 건설사의 민간투자사업 향후 추진전략)

  • 정철원;김원근;이성호;이주헌
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2004.11a
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    • pp.67-72
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    • 2004
  • 최근 건설산업은 공공 및 민간부문의 발주물량 감소가 가시화되고 있으며, 최저가입제에 의한 사업수익율 하락 추세는 향후 건설업 붕괴위기, 건설산업 사양산업화라는 비관적 견해가 떠돌 만큼 건설업 전반이 심각한 위기를 맞고 있다. 정부는 재정 부족으로 인하여 SOC사업의 축소조정이 불가피하지만 국가경제의 악영향 해소와 신속한 경쟁력 회복을 위해 SOC사업에 대한 투자확대와 푹소범위 최소화의 필요성을 인식하고 있으며, 이에 재정부족과 SOC 확충이라는 두가지 문제를 해격하기 위해 민간투자사업이 활성화되고 있는 실정이다. 현재, 정부에 의해 주도되고 있는 민간투자사업의 제도 및 법률의 개정방향은 피간 건설업체가 주도하던 민자사업에 대하여 연기금 및 금융권으로의 전환을 예고하고 있으나, 현실적으로 금융권이 자체적으로 SOC 사업에 대한 투자를 위한 사업 타당성 분석이 어려운 실정이므로 이에 대한 대안으로 SOC 민간투자사업에 대한 노하우를 축적한 건설업체의 SOC 민간투자사업 분야에 아웃소싱 개닐념 도입, 특화하여 효율성을 극대화 시킴으로써 사업의 안정성 확보와 동시에 투자 수익 실현을 통하여 SOC 민간투자 활성화에 견인차 역학을 할 수 있는 전문운영회사의 도입에 대하여 논하고자 한다.

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A Study to Secure Reasonable Transportation Infrastructure Stock for Improving National Competitiveness in Korea (국가경쟁력 강화를 위한 SOC 확보 방안)

  • Park, Yong-Seok
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.38-43
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    • 2008
  • The purpose of this study is to secure reasonable transportation infrastructure stock for enhancing national competitiveness in Korea. National competitiveness may be defined as a country's overall capacity to create the most effective social structure, institutions and policies that allow her company within the national boundary to be more competitive in the world market. If Korea's transportation infrastructure stock is not sufficient and a connection among transportation facilities is not efficient, we should pay the social and economic cost. As a result, we worry that national competitiveness may drop. Some methods to maintain or to increase the national investment for transportation infrastructure that are suggested from this study are as follows: Firstly, we need to operate the Spcial Account for Traffic Facilities. Secondly, the investment should be focused on the facilities and districts in needs. Thirdly, PFI (private finance initiative) policy should be aimed at investing for the highly economic-valued projects.

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A Study on the Factors Affecting Utilization of Life SOC Facilities of Rural Center - In the Case of Base District of Seongjeon-myeon Rural Center Revitalization Project of Gangjin-gun - (농촌중심지 생활SOC시설 이용의 영향요인 연구 - 강진군 성전면 농촌중심지활성화사업 거점지구를 대상으로 -)

  • Kim, Tae Ryang;Kang, Hee Ju;Cho, Joong Hyun
    • Journal of Korean Society of Rural Planning
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    • v.28 no.2
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    • pp.51-59
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    • 2022
  • The purpose of this study is to provide a plan to promote the use of life SOC facilities by analyzing the factors affecting utilization of life SOC facilities established as part of the rural center revitalization project. To this end, we selected Seongjeon-myeon, Gangjin-gun where the rural center revitalization project was implemented, conducted a survey on residents while analyzing the project details, and analyzed the results. This study revealed that the residents with a cognitive level for the rural center revitalization project and life SOC tended to more actively use the life SOC facilities. Therefore, to boost residents' use of the life SOC facilities, it is necessary to promote their understanding of and interest in the rural center revitalization project in the project implementation phase and have them be sufficiently aware of the facilities by operating pilot programs for residents in each facility and holding local events and festivals. This study will lay a steppingstone for active resident use of life SOC facilities established in rural centers and provide basic data for further research.

Detection of Unbalanced Voltage Cells in Series-connected Lithium-ion Batteries Using Single-frequency Electrochemical Impedance Spectroscopy

  • Togasaki, Norihiro;Yokoshima, Tokihiko;Oguma, Yasumasa;Osaka, Tetsuya
    • Journal of Electrochemical Science and Technology
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    • v.12 no.4
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    • pp.415-423
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    • 2021
  • For a battery module where single cells are connected in series, the single cells should each have a similar state of charge (SOC) to prevent them from being exposed to an overcharge or over-discharge during charge-discharge cycling. To detect the existence of unbalanced SOC cells in a battery module, we propose a simple measurement method using a single-frequency response of electrochemical impedance spectroscopy (EIS). For a commercially available graphite/nickel-cobalt-aluminum-oxide lithium-ion cell, the cell impedance increases significantly below SOC20%, while the impedance in the medium SOC region (SOC20%-SOC80%) remains low with only minor changes. This impedance behavior is mostly due to the elementary processes of cathode reactions in the cell. Among the impedance values (Z, Z', Z"), the imaginary component of Z" regarding cathode reactions changes heavily as a function of SOC, in particular, when the EIS measurement is performed around 0.1 Hz. Thanks to the significant difference in the time constant of cathode reactions between ≤SOC10% and ≥SOC20%, a single-frequency EIS measurement enlarges the difference in impedance between balanced and unbalanced cells in the module and facilitates an ~80% improvement in the detection signal compared to results with conventional EIS measurements.

Estimation of Soil Organic Carbon Stock in South Korea

  • Thi, Tuyet-May Do;Le, Xuan-Hien;Van, Linh Nguyen;Yeon, Minho;Lee, Giha
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.159-159
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    • 2022
  • Soil represents a substantial component within the global carbon cycle and small changes in the SOC stock may result in large changes of atmospheric CO2 particularly over tens to hundreds of years. In this study, we aim to (i) evaluate the SOC stock in the topsoil 0 - 15 cm from soil physical and chemical characteristics and (ii) find the correlation of SOC and soil organic matter (SOM) for national-scale in South Korea. First of all, based on the characteristics of the soil to calculate the soil hydraulic properties, SOC stock is the SOC mass per unit area for a given depth. It depends on bulk density (BD-g/cm3), SOC content (%), the depth of topsoil (cm), and gravel content (%). Due to insufficient data on BD observation, we establish a correlation between BD and SOC content, sand content, clay content parameter. Next, we present linear and non-linear regression models of BD and the interrelationship between SOC and SOM using a linear regression model and determine the conversion factor for them, comparing with Van Bemmelen 1890's factor value for the country scale. The results obtained, helps managers come up with suitable solutions to conserve land resources.

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The SOC Building Strategy Planning of North Korea through Analysis of Domestic and Foreign Case (국내·외 사례분석을 통한 북한 SOC 구축 지원 전략)

  • Jung, In-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.12
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    • pp.692-700
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    • 2016
  • The study proposed a strategy for supporting North Korea's SOC construction in the future by reviewing domestic and foreign cases. According to the literatureanalysis, we developed a candidate list of technology for SOC of North Korea in terms of Construction Management / economy sectors. The category is North Korea SOC construction support, and the sub-category is North Korea SOC construction support program. The implementation procedures included the following six steps: Preparation, Support for Establishing Construction Industry Base, Support for Establishing Business Management Base, Support for HR Management Base, Business Model Establishment/Expansion, and Monitoring of Management Result. Lastly, we developed twenty-five candidates of detailed technology. In the future, it is necessary to decide a methodology for project implementation by each scenario after selecting a study area, and to develop a more specified scenario.

Regional Quality of Life Satisfaction and Life SOC Service Gap Analysis: A Case of Chungcheongnam-do (지역의 삶의 질 만족도와 생활SOC 서비스 격차분석: 충청남도를 사례로)

  • Hong, Sung-Hyo;Im, Jun-Hong;Lee, Gyounju
    • Land and Housing Review
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    • v.12 no.4
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    • pp.61-79
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    • 2021
  • Despite the rapid economic growth, people's quality of life has not been improved and the regional and hierarchical disparities of it have deepened. We analysed regional differences in quality of life and it was found that non-capital regions, provinces and rural areas compared to Seoul and capital region, metropolitan cities, and urban areas respectively, show a relatively lower level of satisfaction in the quality of life. An in-depth analysis of Chungcheongnam-do province shows that the trend was similar to that of the national analysis. The quality of life satisfaction of the elderly was lower than that of the young and middle-aged, and this trend was similar regardless of region. Young people living in the Dong area showed high satisfaction with the quality of life than the middle-aged and elderly living in the Myeon area. It was observed the level of Life SOC services in urban areas have been better than the one in rural areas. However, there is no clear relationship between quality of life satisfaction and the expansion of Life SOC, therefore, it is difficult to argue that the government intervention to expand Life SOC will improve the citizen's quality of life satisfaction. The implication of the study is that the future supply policy of the Life SOC should be based on the detailed analysis of the impact on the environment, and linking with the development of various programs in progress rather than supplying a Life SOC that provides a single service. Furthermore, in rural areas it is essential to enhance user demand by combining several services in supply and to improve the efficiency of managing the services.

Analysis of the Regional Disparity and Optimal Location of Living SOC - Focused on Core Living Facilities (생활SOC의 지역 간 격차와 최적입지 분석 - 생활거점시설을 중심으로)

  • Lee, Se Young;Kim, Hyun Joong;Yeo, Kwan Hyun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.40 no.3
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    • pp.159-168
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    • 2022
  • Local governments should try to resolve the inequality of living SOC (Social Overhead Capital) and construct spatial information on the location of living SOCs and optimal locations. This study analyzed the accessibility, equity, and optimal location of the living SOC, considering the research needs related to the living SOC. The target facility is core living facilities(a public library, a park, a culture center, and a public daycare center). The analysis area is Suwon city in Gyeonggi province, and the base year of the analysis is 2020. The study calculated accessibility per population in a microscopic neighborhood living area(200m×200m). The Gini coefficient was used to identify the regional disparity in accessibility among Dong regions. The optimal location was explored with the Maximal Covering Location Problem theory. As a result, spatial accessibility of facilities except for public daycare centers revealed a large gap between regions. Areas with excellent accessibility also showed significant variations in the facilities. The regional disparity in living SOC was the largest in culture centers, followed by parks, public daycare centers, and public libraries. The optimal locations for public libraries, parks, and culture centers are concentrated in the old downtown, while those of public daycare centers are found throughout Suwon city. The results of this study are the crucial contents of spatial planning for SOC supply in local governments. Therefore, follow-up studies will be able to refer to the analysis structure and results of the study.