• 제목/요약/키워드: Relative convergence

검색결과 663건 처리시간 0.028초

에너지 효율 향상을 위한 열전소자를 이용한 흡·탈착 시스템 개발 연구 (A Study on the Development of Adsorption-Desorption Systems Using Thermoelectric Devices for Improved Energy Efficiency)

  • 유직수
    • 한국산업융합학회 논문집
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    • 제27권4_2호
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    • pp.981-989
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    • 2024
  • In recent years, there has been a growing focus on preserving the global environment and utilizing resources efficiently. The significance of energy conservation has led to the development of systems that recycle waste heat from factories and use eco-friendly refrigerants. This study aims to enhance the performance of adsorption-desorption systems using thermoelectric devices, which are known for their ability to convert temperature differences into electrical energy. The research focuses on improving the efficiency of these systems by integrating thermoelectric modules to cool the adsorption side and heat the desorption side, thus enhancing overall system performance. The experiments utilized a typical thermoelectric device and silica gel as the adsorbent. Key experimental parameters included varying the inlet air temperature and relative humidity on the desorption side. The results indicated that increasing the relative humidity of the inlet air on the desorption side significantly enhanced the overall mass transfer coefficient while reducing the completion time of the process. Similarly, higher inlet air temperatures led to an increase in the mass transfer coefficient and a decrease in process completion time. These findings suggest that optimizing the operational conditions of thermoelectric devices can substantially improve the performance of adsorption-desorption systems, offering potential benefits for applications in ventilation systems and other related fields.

Real-time Heart Rate Measurement based on Photoplethysmography using Android Smartphone Camera

  • Hoan, Nguyen Viet;Park, Jin-Hyeok;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • 한국멀티미디어학회논문지
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    • 제20권2호
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    • pp.234-243
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    • 2017
  • With the development of smartphone technologies enable photoplethysmogram (PPG) acquisition by camera and heart rate (HR) measurement. This papers presents improved algorithm to extract HR from PPG signal recorded by smartphone camera and to develop real-time PPG signal processing Android application. 400 video samples recorded by Samsung smartphone camera are imported as input data for further processing and evaluating algorithm on MATLAB. An optimized algorithm is developed and tested on Android platform with different kind of Samsung smartphones. To assess algorithm's performance, medical device Beurer BC08 is used as reference. According to related works, accuracy parameters includes 90% number of samples that has relative errors less than 5%, Person correlation (r) more than 0.9, and standard estimated error (SEE) less than 5 beats-per-minutes (bpm).

GRID-BASED METHODS FOR LINEARLY EQUALITY CONSTRAINED OPTIMIZATION PROBLEMS

  • Feng, Yan;Zhang, Xuesheng;Liu, Liying
    • Journal of applied mathematics & informatics
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    • 제23권1_2호
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    • pp.269-279
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    • 2007
  • This paper describes a direct search method for a class of linearly constrained optimization problem. Through research we find it can be treated as an unconstrained optimization problem. And with the decrease of dimension of the variables need to be computed in the algorithms, the implementation of convergence to KKT points will be simplified to some extent. Convergence is shown under mild conditions which allow successive frames to be rotated, translated, and scaled relative to one another.

Fast Determination of Multiple-Reaction Intermediates for Long-Chain Dicarboxylic Acid Biotransformation by Gas Chromatography-Flame Ionization Detector

  • Cho, Yong-Han;Lee, Hye-Jin;Lee, Jung-Eun;Kim, Soo-Jung;Park, Kyungmoon;Lee, Do Yup;Park, Yong-Cheol
    • Journal of Microbiology and Biotechnology
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    • 제25권5호
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    • pp.704-708
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    • 2015
  • For the analysis of multiple-reaction intermediates for long-chain dicarboxylic acid biotransformation, simple and reproducible methods of extraction and derivatization were developed on the basis of gas chromatography with flame ionization detector (GC-FID) instead of mass spectrometry. In the derivatization step, change of the ratio of pyridine to MSTFA from 1:3 to 9:1 resulted in higher peak intensity (p = 0.021) and reproducibility (0.6%CV) when analyzing 32 g/l ricinoleic acid (RA). Extraction of RA and ω-hydroxyundec-9-enoic acid with water containing 100 mM Tween 80 showed 90.4-99.9% relative extraction efficiency and 2-7%CV compared with those with hydrophobic ethyl acetate. In conclusion, reduction of the pyridine content and change of the extraction solvent to water with Tween 80 provided compatible derivatization and extraction methods to GC-FID-based analysis of longchain carboxylic acids.

데이터 재활용 방식을 적용한 부호 알고리듬 (A Da7a-Recycling Sign Algorithm for Adaptive Equalization)

  • 김남용
    • 한국전자파학회논문지
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    • 제13권2호
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    • pp.130-135
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    • 2002
  • 이 논문에서 는 부호 알고리듬(Sign Algorithm)의 수렴성능을 향상시킨 새로운 Equalizer 알고리듬을 소개하였다. 이것은 입력 데이터를 재활용하여 필터계수를 다중 갱신하는 Data-Recycling 방식을 곱셈 계산이 적은 Sign 알고리듬에 적용하였다. Sign 알고리듬은 계산량이 적고 구현이 간단한 장점을 가지나 느린 수렴속도의 한계를 가지고 있다. 제안한 알고리듬은 Sign 알고리듬의 계산량이 적은 장점과 Data-Recycling LMS 알고리듬의 단순성과 빠른 수렴속도를 가지는 장점을 결합한 구조의 알고리듬이다. 컴퓨터 시뮬레이션에서 제안된 적응 등화 알고리듬은 LMS 알고리듬보다 2배 빠른 수렴 속도를 나타내었으며, 근사한 수렴성능에 조건에서 Data-Recycling LMS와 비교할 때 반으로 줄어든 곱셈 계산량을 보였다.

혁신수용특성에 대한 디지털 컨버전스 제품 수용의도에 대한 연구 (Study on the Innovation Acceptance Characteristics for Digital Convergence Products)

  • 서현석;박소희
    • 디지털융복합연구
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    • 제9권4호
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    • pp.51-67
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    • 2011
  • 본 연구는 혁신 제품특성, 환경 특성, 그리고 개인 특성을 소비자의 지각된 유용성과 용이성에 영향을 미치는 선행 변수로 두고, 디지털 컨버전스 제품에 대한 소비자들의 태도와 수용의도에 미치는 영향에 관해 분석했다. 연구결과, 상대적 이점과 더 좋은 제품에 대한 기대, 사회적 영향 및 매스커뮤니케이션, 그리고 신기술에 대한 태도 등이 지각된 유용성에 영향을 미치는 것으로 나타났다. 즉 지각된 용이성보다 유용성이 긍정적인 제품태도 형성에 영향을 준다는 결과가 도출되었다. 디지털 컨버전스 제품사용자 들은 제품의 사용편이성 보다는 사용하기에 복잡하더라도 복합적인 기능들의 사용가능성에 더 큰 가치를 두고 있었다.

Comparative Analysis of the Status of Restaurant Start-ups Before and After the Lifting of Social Distancing Through Big Data Analysis

  • Jong-Hyun Park;Yang-Ja Bae;Jun-Ho Park;Gi-Hwan Ryu
    • International journal of advanced smart convergence
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    • 제12권4호
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    • pp.353-360
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    • 2023
  • This paper explores notable shifts in the restaurant startup market following the lifting of social distancing measures. Key trends identified include an escalated interest in startups, a heightened focus on the quality and diversity of food, a relative decline in the importance of delivery services, and a growing interest in specific industry sectors. The study's data collection spanned three years, from April 2021 to May 2023, encompassing the period before and after social distancing. Data were sourced from a range of online platforms, including blogs, news sites, cafes, web documents, and intellectual forums, provided by Naver, Daum, and Google. From this collected data, the top 50 words were identified through a refinement process. The analysis was structured around the social distancing application period, comparing data from April 2021 to April 2022 with data from May 2022 to May 2023. These observed trend changes provide founders with valuable insights to seize new market opportunities and formulate effective startup strategies. In summary, We offer crucial insights for founders, enabling them to comprehend the evolving dynamics in food service startups and to adapt their strategies to the current market environment.

가을철 교통조건에 따른 가로공간 열확산 분포 영향 (Effect of Thermal Diffusion on Autumn Traffic in Street Space)

  • 윤용한;김정호
    • 한국환경과학회지
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    • 제26권4호
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    • pp.467-481
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    • 2017
  • This study sought to determine the changes in weather conditions in urban streets, along with conditions of traffic and roads in urban areas. The variations in weather conditions depending on traffic differed according to distance. First, the temperature difference measured by traffic results is as follows: T1 point $1.03^{\circ}C$, T2 point $1.04^{\circ}C$, T3 point $0.9^{\circ}C$, T4 point $1.01^{\circ}C$, and T5 point $0.31^{\circ}C$. The average difference between the measured temperatures by the point of measurement was $0.86^{\circ}C$. The changes in wind velocity according to traffic volume results of the measurements is T1 point 1.32 m/s, T2 point 0.80 m/s, T3 point 0.29 m/s, T4 point 0.04 m/s, and T5 point 0.09 m/s. The difference between the average wind speeds was 0.51 m/s and traffic jams caused substantial differences in distance. The relative humidity tended to be inversely proportional to temperature. The measurements results ares T1 point 2.29%, T2 point 2.67%, T3 point 2.47%, T4 point 2.16%, and T5 point 0.91% The difference between the average relative humidity was 7.3%. In case of independent sampling T test according to traffic volume, changes in wind velocity and temperature were directly proportional to the level of statistical significance(p<0.01). On the other hand, relative humidity tended to be inversely proportional; however, there was no statistical significance.

수열 합성된 나노구조를 갖는 ZnO 에 대한 표면 및 계면 결함의 상대적인 영향 (Relative Influence of Surface and Interfacial Defects in Hydrothermally Grown Nanostructured ZnO)

  • 박철민;이지혜;소혜미;장원석
    • 대한기계학회논문집B
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    • 제38권10호
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    • pp.831-835
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    • 2014
  • 온도를 달리하여 수열합성 시킨 두 ZnO nanostructure 의 자외선 검출 소자에 대해 표면 결함과 기판과의 계면 결함의 상대적인 영향을 분석했다. 실험은 laser 가 인가된 상태에서 bias voltage sweep rate을 조절하여, 그에 따른 전류-전압 곡선을 통해 이루어졌다. 수열 성장이 적게 된 ZnO nanostructure의 경우 405, 355 nm laser 인가시, bias voltage sweep rate 을 느리게 할 수록, 전류-전압 기울기가 낮아졌으며, 대조적으로 성장이 크게 된 시료의 경우 기울기가 높아졌다. 이에 대한 이유는 계면과 표면 결함 영향의 차이로 발생됨이 고려됐다. 이와 같이 laser 가 인가된 상태에서 bias voltage sweep rate 에 따른 전류-전압 곡선 분석 실험은 M-S-M (Metal-Semiconductor-Metal) 구조를 갖는 수열 성장된 ZnO 의 표면 및 계면 결함을 관찰하는데 도움을 줄 것으로 생각된다.

정신적 피로 판별을 위한 뇌파 스펙트럼 기반 특징 파라미터 도출 (Derivation of EEG Spectrum-based Feature Parameters for Mental Fatigue Determination)

  • 서쌍희
    • 융합정보논문지
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    • 제11권10호
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    • pp.10-19
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    • 2021
  • 본 논문은 뇌파 측정 및 분석을 통해 정신적 피로를 반영하는 특징 파라미터를 도출하고자 하였다. 이를 위해 30분간 눈을 감은 편안한 안정 상태와 뺄셈연산을 암산으로 수행하는 작업을 통해 정신적 피로를 유도하였다. 5명의 피험자가 실험에 참가하였으며, 피험자들은 모두 대학 재학 중인 오른손잡이 남학생들이며 평균 나이는 25.5세이다. 정신적 피로를 반영하는 특징 파라미터 도출을 위해 실험 처음과 마지막에서 수집된 뇌파에 대해 스펙트럼분석을 수행하였다. 분석 결과, 정신적으로 피로할수록 후두엽 및 측두엽 위치에서 알파대역의 절대파워는 증가한 반면 상대파워는 감소하였다. 또한 안정 상태와 작업 상태간 파워 차이는 절대파워에 비해 상대파워가 크게 나타났다. 이 결과는 후두엽 및 측두엽 위치에서의 알파 상대파워가 정신적 피로를 반영하는 특징 파라미터임을 나타낸다. 본 연구 결과는 운전 중 피로 및 졸음 판단과 같은 정신적 피로 판별을 위한 자동화시스템 개발을 위한 특징 파라미터로 활용될 수 있다.