• Title/Summary/Keyword: study modules

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Extraction of Motor Modules by Autoencoder to Identify Trained Motor Control Ability

  • LEE, Jae-Hyuk
    • Journal of Wellbeing Management and Applied Psychology
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    • v.5 no.2
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    • pp.15-19
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    • 2022
  • Purpose: This pilot study aimed to clarify features of motor module during walking in exercise experts who experienced lately repeated training for sports skill. To identify motor modules, autoencoder machine learning algorithm was used, and modules were extracted from muscle activities of lower extremities. Research design, data and methodology: A total of 10 university students were participated. 5 students did not experience any sports training before, and 5 students did experience sports training more than 5 years. Eight muscle activities of dominant lower extremity were measured. After modules were extracted by autoencoder, the numbers of modules and spatial muscle weight values were compared between two groups. Results: There was no significant difference in the minimal number of motor modules that explain more than 90% of original data between groups. However, in similarity analysis, three motor modules were shown high similarity (r>0.8) while one module was shown low similarity (r<0.5). Conclusions: This study found not only common motor modules between exercise novice and expert during walking, but also found that a specific motor module, which would be associated with high motor control ability to distinguish the level of motor performance in the field of sports.

R-HOMOMORPHISMS AND R-HOMOGENEODS MAPS

  • Cho, Yong-Uk
    • Journal of the Korean Mathematical Society
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    • v.42 no.6
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    • pp.1153-1167
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    • 2005
  • In this paper, all rings and all near-rings R are associative, all modules are right R-modules. For a near-ring R, we consider representations of R as R-groups. We start with a study of AGR rings and their properties. Next, for any right R-module M, we define a new concept GM module and investigate the commutative property of faithful GM modules and some characterizations of GM modules. Similarly, for any near-ring R, we introduce an R-group with MR-property and some properties of MR groups.

DERIVED CROSSED MODULES

  • Sahan, Tuncar
    • Korean Journal of Mathematics
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    • v.26 no.3
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    • pp.439-458
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    • 2018
  • In this study, we interpret the notion of homotopy of morphisms in the category of crossed modules in a category C of groups with operations using the categorical equivalence between the categories of crossed modules and of internal categories in C. Further, we characterize the derivations of crossed modules in a category C and obtain new crossed modules using regular derivations of old one.

On McCoy modules

  • Cui, Jian;Chen, Jianlong
    • Bulletin of the Korean Mathematical Society
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    • v.48 no.1
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    • pp.23-33
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    • 2011
  • Extending the notion of McCoy rings, we introduce the class of McCoy modules. Over a given ring R, it contains the class of Armendariz modules (over R). Some properties of this class of modules are established, and equivalent conditions for McCoy modules are given. Moreover, we study the relationship between a module and its polynomial module. Several known results relating to McCoy rings can be obtained as corollaries of our results.

A COTORSION PAIR INDUCED BY THE CLASS OF GORENSTEIN (m, n)-FLAT MODULES

  • Qiang Yang
    • Bulletin of the Korean Mathematical Society
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    • v.61 no.1
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    • pp.1-12
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    • 2024
  • In this paper, we introduce the notion of Gorenstein (m, n)-flat modules as an extension of (m, n)-flat left R-modules over a ring R, where m and n are two fixed positive integers. We demonstrate that the class of all Gorenstein (m, n)-flat modules forms a Kaplansky class and establish that (𝓖𝓕m,n(R),𝓖𝓒m,n(R)) constitutes a hereditary perfect cotorsion pair (where 𝓖𝓕m,n(R) denotes the class of Gorenstein (m, n)-flat modules and 𝓖𝓒m,n(R) refers to the class of Gorenstein (m, n)-cotorsion modules) over slightly (m, n)-coherent rings.

A study on the performance of various BIPV modules applied in a real building demonstration (BIPV시스템의 건물적용 실증에 대한 구성요소별 발전성능 분석)

  • Lee, Sang-Moon;Huh, Jung-Ho
    • Journal of the Korean Solar Energy Society
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    • v.36 no.2
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    • pp.53-63
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    • 2016
  • Building Integrated Photovoltaic (BIPV) is one of the best ways to generate electric power using the solar energy, which is clean and inexhaustible energy resources. The most of BIPV modules have the form of GtoG (Glass to Glass) photovoltaic in building applications. Degradation leading to failure in photovoltaic modules is very important factor in BIPV modules. This paper analyzed the performance of various BIPV modules through outdoor exposure tests. Performance of three BIPV modules(c-Si type, a-Si type and DSSC type) with three installation angles influenced by sun light, outdoor temperature, and wind velocity was monitored and analyzed. As a result, c-Si type BIPV module outperforms other BIPV modules(a-Si type). In terms of power efficiency of the module, the installed angle of $45^{\circ}$ is better than others(90 degree, 0 degree). In addition, more realistic data of various BIPV system performance could be available through the field test and integrated building test. In this study, relationship of the BIPV system is identified module's installation angle, power generation, architectural performance, etc.

Development of Standardized Modules and an Integrated Program for Curriculum of Social Environmental Education (사회환경교육의 교육과정 표준화 모형 및 통합프로그램 개발연구)

  • Lee, Sook-Im;Choi, Don-Hyung;Nam, Sang-Jun;Sung, Hyo-Hyun;Heo, Myung;Park, Seok-Soon;Kang, Myung-Hee
    • Hwankyungkyoyuk
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    • v.11 no.2
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    • pp.177-211
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    • 1998
  • This paper presents the development of standardized modules and an integrated program which will be used for social environmental education. The study objectives are to develop modules which are based on various environmental topics, to relate the regional environmental topics to the educational modules and program, and to include the demand of students in the modules and program. Literature and questionary surveys, as well as, module development method were utilized as research tools. The titles of developed modules are “The Green Planet Earth, “Unexpected Resources: Save Resources and Recycle”, “Water as the Mother of All Lives”, “The Blue Sky with Clean Air”, and “Soil as the Home of All Living and Non-living Things”. It is hoped that the developed modules and program are utilized as course materials and curriculum for social environmental education in various educational institutes. The study results will be materialized as multimedia in near future.

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A Study for reduction of the power loss of PV modules (PV moudule의 출력손실 저감요인 분석)

  • Lee, Sang-Hun;Kang, Gi-Hwan;Yu, Gwon-Jong;Ahn, Hyung-Keun;Han, Deuk-Young
    • 한국태양에너지학회:학술대회논문집
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    • 2011.11a
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    • pp.45-50
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    • 2011
  • The efficiency of solar cell was about 4[%] in initial stage of photovoltaic industry, but it has quite a lot of efficiency through technology advances. Today, the efficiency of c-Si solar cells is about 17 to 19[%] and the efficiency of PV modules is about 14 to 15 [%]. We called that electrical losses occurred in the Conversion of solar cells to PV modules are CTM loss(Cell To Module loss), the CTM loss typically has a value of about3~5[%]. The more efficiency of solar cell increase, differences are larger because the efficiency decrease owing to physical or technical problems occurred in the Conversion of solar cells to PV modules. In this study, the power loss factors occurred in the Conversion of solar cells to PV modules are analyzed and it is proposed that how to reduce losses of the PV module. The types of power loss factor are (1)losses of front glass and encapsulant(generally EVA sheet), (2)losses by sorting miss, (3)losses by interconnection, (4)losses by the field aging of PV modules. In further study, experimental and evaluation will be conducted to make demonstrate for proposed solutions.

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Prediction of End of Life Photovoltaic Modules with Feed in Tariff (발전차액제도가 고려된 태양광 폐모듈 발생량 예측)

  • Park, Jongsung;Lim, Cheolhyun;Kim, Wooram;Park, Byungwook;Lee, Jin-seok;Lee, Sukho
    • Current Photovoltaic Research
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    • v.8 no.1
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    • pp.39-43
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    • 2020
  • In this study, we predict the generation of end-of-life photovoltaic modules when Feed in Tariff applied, in Republic of Korea. Based on the installation of photovoltaic modules, we prepared three different senarios in order to estimate the generation of end-of-life photovoltaic modules. The senarios are i) early worn-out, ii) mid worn-out and iii) late-worn out senario. We selected the mid worn-out senario to estimated the amount of end-of-life photovoltaic modules in this study. Establishment of the end-of-life module generation scenario predicted generation of end-of-life photovoltaic module, and forecasted generation amount of end-of-life module to which Feed in Tariff was applied in consideration of installed photovoltaic modules installed by Feed in Tariff support. The generation of Feed in Tariff-applied end-of-life modules increased from 2021 to 2025 compared to without Feed in Tariff, and since then, the Feed in Tariff-applied end-of-life modules were generated as waste modules during the relevant period (2021 ~ 2025).

FOXBY EQUIVALENCE RELATIVE TO C-WEAK INJECTIVE AND C-WEAK FLAT MODULES

  • Gao, Zenghui;Zhao, Tiwei
    • Journal of the Korean Mathematical Society
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    • v.54 no.5
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    • pp.1457-1482
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    • 2017
  • Let S and R be rings and $_SC_R$ a (faithfully) semidualizing bimodule. We introduce and study C-weak flat and C-weak injective modules as a generalization of C-flat and C-injective modules ([21]) respectively, and use them to provide additional information concerning the important Foxby equivalence between the subclasses of the Auslander class ${\mathcal{A}}_C$ (R) and that of the Bass class ${\mathcal{B}}_C$ (S). Then we study the stability of Auslander and Bass classes, which enables us to give some alternative characterizations of the modules in ${\mathcal{A}}_C$ (R) and ${\mathcal{B}}_C$ (S). Finally we consider an open question which is closely relative to the main results ([11]), and discuss the relationship between the Bass class ${\mathcal{B}}_C$(S) and the class of Gorenstein injective modules.