首页 > 最新文献

Science & Technique最新文献

英文 中文
On Stochastic Approach to Evaluation of Service Life for Reinforced Concrete Constructional Elements and Structures during Concrete Carbonization 混凝土炭化过程中钢筋混凝土构件和结构使用寿命的随机评估方法
IF 0.2 Pub Date : 2020-06-05 DOI: 10.21122/2227-1031-2020-19-3-241-251
S. Osipov, V. M. Chik
The currently existing deterministic models for determination of structure service life do not take into account to the full extent variety of factors that have an effect on them and also stochastic characteristics of the used natural materials and conditions for manufacturing construction products, possible errors during the process of designing and construction etc. More trustworthy approach determining longevity and growth rate of destruction processes for structures in future periods can be obtained with the help of statistic methods that take into account a probabilistic essence of the process. The paper presents a possible approach of the probabilistic analysis on reinforced concrete structure service life while assessing rates of variation in depth growth of carbonization in a concrete protective layer on the basis of the existing experimental and calculated data pertaining to changes of the given index in reinforced concrete structures of various types. Variability of the existing approaches for determination of structure longevity as a whole has been shown firstly due to various number of basic vаriables used in calculations. Stochastic processing of the data on parameters of carbonization depth in the concrete protective layer has been carried out and this processing has made it possible to determine variation rates which allow to assess the presupposed service life of reinforced concrete structures having similar characteristics and being operated under analogous conditions. A definitive non-uniformity in statistic indices has been established that testifies about the necessity to increase accumulation of data on the investigated characteristics and to execute its processing more thoroughly. An expedience in usage of a concrete impermeability as a main factor determining its longevity has been established on the basis of statistical assessment of the existing data.
现有的确定结构使用寿命的确定性模型没有充分考虑到影响结构使用寿命的各种因素,也没有充分考虑到所使用的天然材料和制造建筑产品的条件的随机性,以及在设计和施工过程中可能出现的误差等。在统计方法的帮助下,考虑到过程的概率本质,可以获得更可靠的方法来确定结构在未来一段时间内的破坏过程的寿命和增长率。本文在现有的各种类型钢筋混凝土结构中给定指标变化的实验和计算数据的基础上,提出了一种评估混凝土保护层碳化深度增长变化率的钢筋混凝土结构使用寿命概率分析方法。由于计算中使用了不同数量的基本变量,现有的结构寿命确定方法的可变性首先得到了证明。对混凝土保护层中碳化深度参数的数据进行了随机处理,这种处理使确定变化率成为可能,从而可以评估具有相似特征并在类似条件下运行的钢筋混凝土结构的预期使用寿命。统计指标的明确不均匀性已经确立,证明有必要增加所调查特征的数据积累,并更彻底地执行其处理。在对现有数据进行统计评估的基础上,建立了将混凝土抗渗性作为决定其寿命的主要因素的权宜之计。
{"title":"On Stochastic Approach to Evaluation of Service Life for Reinforced Concrete Constructional Elements and Structures during Concrete Carbonization","authors":"S. Osipov, V. M. Chik","doi":"10.21122/2227-1031-2020-19-3-241-251","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-3-241-251","url":null,"abstract":"The currently existing deterministic models for determination of structure service life do not take into account to the full extent variety of factors that have an effect on them and also stochastic characteristics of the used natural materials and conditions for manufacturing construction products, possible errors during the process of designing and construction etc. More trustworthy approach determining longevity and growth rate of destruction processes for structures in future periods can be obtained with the help of statistic methods that take into account a probabilistic essence of the process. The paper presents a possible approach of the probabilistic analysis on reinforced concrete structure service life while assessing rates of variation in depth growth of carbonization in a concrete protective layer on the basis of the existing experimental and calculated data pertaining to changes of the given index in reinforced concrete structures of various types. Variability of the existing approaches for determination of structure longevity as a whole has been shown firstly due to various number of basic vаriables used in calculations. Stochastic processing of the data on parameters of carbonization depth in the concrete protective layer has been carried out and this processing has made it possible to determine variation rates which allow to assess the presupposed service life of reinforced concrete structures having similar characteristics and being operated under analogous conditions. A definitive non-uniformity in statistic indices has been established that testifies about the necessity to increase accumulation of data on the investigated characteristics and to execute its processing more thoroughly. An expedience in usage of a concrete impermeability as a main factor determining its longevity has been established on the basis of statistical assessment of the existing data.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85681508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
To Solution of Contact Problem for Rectangular Plate on Elastic Half-Space 弹性半空间上矩形板接触问题的求解
IF 0.2 Pub Date : 2020-06-05 DOI: 10.21122/2227-1031-2020-19-3-224-229
S. V. Bosakov
Until the present time there is no exact solution to the contact problem for a rectangular plate on an elastic base with distribution properties. Practical analogues of this design are slab foundations widely used in construction. A lot of scientists have solved this problem in various ways. The methods of finite differences, B. N. Zhemochkin and power series do not distinguish a specific feature in contact stresses at the edges of the plate. The author of the paper has obtained an expansion of the Boussinesq solution for determining displacements of the elastic half-space surface in the form of a double series according to the Chebyshev polynomials of the first kind in a rectangular region. For the first time, such a representation for the symmetric part of the Boussinesq solution was obtained by V. I. Seimov and it has been applied to study symmetric vibrations of a rectangular stamp, taking into account inertial properties of the half-space. Using this expansion, the author gives a solution to the problem for a rectangular plate lying on an elastic half-space under the action of an arbitrarily applied concentrated force. In this case, the required displacements are specified in the form of a double row in the Chebyshev polynomials of the first kind. Contact stresses are also specified in the form of a double row according to the Chebyshev polynomials of the first kind with weight. In the integral equation of the contact problem integration over a rectangular region is performed while taking into account the orthogonality of the Chebyshev polynomials. In the resulting expression the coefficients are equal for the same products of the Chebyshev polynomials. The result is an infinite system of linear algebraic equations, which is solved by the amplification method. Thus the sought coefficients are found in the expansion for contact stresses.
对于具有分布特性的弹性基上矩形板的接触问题,到目前为止还没有精确的解。这种设计的实际类似物是建筑中广泛使用的板基础。许多科学家已经用各种方法解决了这个问题。有限差分法、B. N. Zhemochkin法和幂级数法不能区分板边缘接触应力的特定特征。本文根据第一类切比舍夫多项式,在矩形区域内得到了确定弹性半空间表面位移的双级数形式的Boussinesq解的展开式。V. I. Seimov首次得到了Boussinesq解的对称部分的这种表示,并将其应用于考虑半空间惯性性质的矩形戳戳的对称振动的研究。利用这一展开,作者给出了在任意集中力作用下位于弹性半空间上的矩形板的问题的解。在这种情况下,所需的位移以第一类切比雪夫多项式的双行形式指定。接触应力也按照第一类带权的切比雪夫多项式以双行形式表示。在接触问题的积分方程中,考虑切比雪夫多项式的正交性,对矩形区域进行积分。在得到的表达式中,对于相同的切比雪夫多项式的乘积,系数是相等的。结果是一个无穷线性代数方程组,用放大法求解。这样,所求的系数就可以在接触应力的展开中找到。
{"title":"To Solution of Contact Problem for Rectangular Plate on Elastic Half-Space","authors":"S. V. Bosakov","doi":"10.21122/2227-1031-2020-19-3-224-229","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-3-224-229","url":null,"abstract":"Until the present time there is no exact solution to the contact problem for a rectangular plate on an elastic base with distribution properties. Practical analogues of this design are slab foundations widely used in construction. A lot of scientists have solved this problem in various ways. The methods of finite differences, B. N. Zhemochkin and power series do not distinguish a specific feature in contact stresses at the edges of the plate. The author of the paper has obtained an expansion of the Boussinesq solution for determining displacements of the elastic half-space surface in the form of a double series according to the Chebyshev polynomials of the first kind in a rectangular region. For the first time, such a representation for the symmetric part of the Boussinesq solution was obtained by V. I. Seimov and it has been applied to study symmetric vibrations of a rectangular stamp, taking into account inertial properties of the half-space. Using this expansion, the author gives a solution to the problem for a rectangular plate lying on an elastic half-space under the action of an arbitrarily applied concentrated force. In this case, the required displacements are specified in the form of a double row in the Chebyshev polynomials of the first kind. Contact stresses are also specified in the form of a double row according to the Chebyshev polynomials of the first kind with weight. In the integral equation of the contact problem integration over a rectangular region is performed while taking into account the orthogonality of the Chebyshev polynomials. In the resulting expression the coefficients are equal for the same products of the Chebyshev polynomials. The result is an infinite system of linear algebraic equations, which is solved by the amplification method. Thus the sought coefficients are found in the expansion for contact stresses.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89738365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Study of Changing Role of Leading Universities in the National Innovation Ecosystem during Transition to the University 4.0 Model 大学4.0模式转型过程中高校在国家创新生态系统中的角色转换研究
IF 0.2 Pub Date : 2020-06-05 DOI: 10.21122/2227-1031-2020-19-3-258-266
T. Maximova, E. Bogdanova, G. Brovka
The paper is devoted to identifying patterns of activity of Russian universities in the national innovation ecosystem. Decisions on the development of innovative activity, effective commercialization and implementation of scientific developments are substantiated in strategic documents of state development. In fact the level of innovative security of a country, the state of protection of national interests of the state from internal and external threats arising from the conditions of innovative development, depends to a large extent on the success of the implementation of scientific and development projects. The leading higher education institutions are entrusted with the task of becoming centers of regional innovation ecosystems, transforming universities into active participants of socio-economic and innovative development. Official statistics on national research universities of the Russian Federation have been used in order to identify patterns of the activity of higher education institutions in this area. An analysis of the changes in the analyzed indicators has made it possible to single out universities that implement the most promising models of scientific activity management in terms of world experience. These are primarily universities for which there is a positive relative increase in indicators of total R&D, the share of extra-budgetary funds in university income from R&D, and the share of income from R&D in total income. It has been established that the current stage of development of universities is characterized by the presence of both competitive advantages and challenges that form the features of their modernization. The response to the challenges should be the creation of a business model of the University 4.0 activity which includes new technologies, products and services that are in demand in the country.
本文致力于确定俄罗斯大学在国家创新生态系统中的活动模式。关于发展创新活动、有效商业化和落实科学成果的决定在国家发展战略文件中得到证实。事实上,一个国家的创新安全水平,即国家保护国家利益免受创新发展所产生的内外部威胁的条件,在很大程度上取决于科学和发展项目的成功实施。领先的高等教育机构肩负着成为区域创新生态系统中心的任务,将大学转变为社会经济和创新发展的积极参与者。为了确定高等教育机构在这一领域的活动模式,使用了俄罗斯联邦国立研究型大学的官方统计数字。对所分析指标的变化进行分析,就世界经验而言,可以挑出实施最有前途的科学活动管理模式的大学。主要是研发总额、预算外经费占高校研发收入的比重、研发收入占高校总收入的比重等指标相对增长为正的高校。本文认为,现阶段大学发展的特点是竞争优势和挑战并存,构成了大学现代化的特征。应对这些挑战的方法应该是创建大学4.0活动的商业模式,其中包括该国所需的新技术、产品和服务。
{"title":"Study of Changing Role of Leading Universities in the National Innovation Ecosystem during Transition to the University 4.0 Model","authors":"T. Maximova, E. Bogdanova, G. Brovka","doi":"10.21122/2227-1031-2020-19-3-258-266","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-3-258-266","url":null,"abstract":"The paper is devoted to identifying patterns of activity of Russian universities in the national innovation ecosystem. Decisions on the development of innovative activity, effective commercialization and implementation of scientific developments are substantiated in strategic documents of state development. In fact the level of innovative security of a country, the state of protection of national interests of the state from internal and external threats arising from the conditions of innovative development, depends to a large extent on the success of the implementation of scientific and development projects. The leading higher education institutions are entrusted with the task of becoming centers of regional innovation ecosystems, transforming universities into active participants of socio-economic and innovative development. Official statistics on national research universities of the Russian Federation have been used in order to identify patterns of the activity of higher education institutions in this area. An analysis of the changes in the analyzed indicators has made it possible to single out universities that implement the most promising models of scientific activity management in terms of world experience. These are primarily universities for which there is a positive relative increase in indicators of total R&D, the share of extra-budgetary funds in university income from R&D, and the share of income from R&D in total income. It has been established that the current stage of development of universities is characterized by the presence of both competitive advantages and challenges that form the features of their modernization. The response to the challenges should be the creation of a business model of the University 4.0 activity which includes new technologies, products and services that are in demand in the country.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88199109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Estimation of Transport and Logistics Infrastructure Impact of Regions in the Republic of Belarus on its Socio-Economic Indicators 白俄罗斯共和国各地区运输和物流基础设施对社会经济指标影响的估计
IF 0.2 Pub Date : 2020-04-01 DOI: 10.21122/2227-1031-2020-19-2-93-100
R. Ivut, P. Popov, P. I. Lapkovskaya
Abstract. The paper substantiates the need to study a transport and logistics infrastructure of the regions in the context of its impact on socio-economic indicators for development of the Republic of Belarus.  The importance of this study is confirmed by goals and objectives for development of  the transport and logistics  systems of  the Republic  of  Belarus as outlined in the National Strategy for Sustainable Social and Economic Development of the Republic of Belarus for the period until 2030 and Republican Program for development of logistics systems and transit potential of the Republic of Belarus for the period of 2016-2020. The influence of nine indicators for  development of  the transport and logistics infrastructure in the regions of the country on six key socio-economic indicators such as gross domestic product, investment in fixed assets, revenues of consolidated budgets, average wage level, number of gainfully employed persons,  number of  registered unemployed persons has been investigated in the paper. A multiple regression analysis has been used to assess a relationship between dependent and independent variables, that is a step selection method. All the calculations have been carried out while using the IBM SPSS Statistics 20. Indicators of correlation between dependent and independent variables have been calculated and relationships between the variables have been determined in the paper. Validity of the obtained results has been checked with the help of the Student's test. The calculations have made it possible to identify key indicators for a transport and logistics infrastructure in six regions of the country which have the greatest impact on the social and economic development of the Republic of Belarus and can be used to analyze an investment attractiveness of the regions.
摘要该文件证实,有必要根据各区域的运输和物流基础设施对白俄罗斯共和国发展的社会经济指标的影响,对其进行研究。《白俄罗斯共和国2030年社会经济可持续发展国家战略》和《白俄罗斯共和国2016-2020年物流系统和过境潜力发展共和国计划》中概述的白俄罗斯共和国运输和物流系统发展的目标和目标证实了这项研究的重要性。该文件调查了该国各地区运输和物流基础设施发展的九项指标对国内生产总值、固定资产投资、综合预算收入、平均工资水平、有酬就业人数、登记失业人数等六项关键社会经济指标的影响。多元回归分析已被用来评估因变量和自变量之间的关系,这是一个步骤选择方法。所有的计算都是在使用IBM SPSS Statistics 20进行的。本文计算了因变量和自变量之间的相关指标,并确定了变量之间的关系。在学生测试的帮助下,已检查了所获得结果的有效性。通过计算,可以确定该国六个区域的运输和物流基础设施的关键指标,这些指标对白俄罗斯共和国的社会和经济发展影响最大,可以用来分析这些区域的投资吸引力。
{"title":"Estimation of Transport and Logistics Infrastructure Impact of Regions in the Republic of Belarus on its Socio-Economic Indicators","authors":"R. Ivut, P. Popov, P. I. Lapkovskaya","doi":"10.21122/2227-1031-2020-19-2-93-100","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-2-93-100","url":null,"abstract":"Abstract. The paper substantiates the need to study a transport and logistics infrastructure of the regions in the context of its impact on socio-economic indicators for development of the Republic of Belarus.  The importance of this study is confirmed by goals and objectives for development of  the transport and logistics  systems of  the Republic  of  Belarus as outlined in the National Strategy for Sustainable Social and Economic Development of the Republic of Belarus for the period until 2030 and Republican Program for development of logistics systems and transit potential of the Republic of Belarus for the period of 2016-2020. The influence of nine indicators for  development of  the transport and logistics infrastructure in the regions of the country on six key socio-economic indicators such as gross domestic product, investment in fixed assets, revenues of consolidated budgets, average wage level, number of gainfully employed persons,  number of  registered unemployed persons has been investigated in the paper. A multiple regression analysis has been used to assess a relationship between dependent and independent variables, that is a step selection method. All the calculations have been carried out while using the IBM SPSS Statistics 20. Indicators of correlation between dependent and independent variables have been calculated and relationships between the variables have been determined in the paper. Validity of the obtained results has been checked with the help of the Student's test. The calculations have made it possible to identify key indicators for a transport and logistics infrastructure in six regions of the country which have the greatest impact on the social and economic development of the Republic of Belarus and can be used to analyze an investment attractiveness of the regions.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85176679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Theoretical and Methodological Foundations for Studying Network Mechanisms of Innovative Development in the Republic of Belarus 研究白俄罗斯共和国创新发展网络机制的理论和方法基础
IF 0.2 Pub Date : 2020-04-01 DOI: 10.21122/2227-1031-2020-19-2-113-118
S. Solodovnikov
The paper considers theoretical and methodological foundations for studying network mechanisms of innovative development in the Republic of Belarus and in order to reach the purpose it is necessary to specify the concept of a systematic approach in the context of the study of the indicated mechanisms and develop a methodology for conducting such investigations. Systematic and historical approaches, principles of synergetics have been used as research methods. The paper substantiates the necessity to study the network mechanisms of innovative development in the Republic of Belarus from the point of view of a systematic approach. In this case, the author has refused traditional contrast of stable, essential, regularly repeating connections and relationships in the system to random, chaotic processes, and he has proceeded from the need to consistently apply a law of hierarchical compensation, as well as taking into account such features of the development of the modern economy as the rapid evolution of network technologies, further development of the risk economy, emergence of new challenges for traditional (including old industrial) industries. This has made it possible to define a systematic approach as a se quential and comprehensive examination of  an object not as isolated  from external  influences, but as half-closed,  but with an approach to an open system in which the synergetic processes generated by evolution of network technologies, development of the risk economy, and emergence of new challenges for industrial production (including traditional ones). It has been established that a consistent and comprehensive review of the network mechanisms of innovative development in the Republic of Belarus requires not only to determine initial categories and concepts, to show general and special determining factors, genesis and development trends, but also to conduct constant monitoring aimed at identifying dynamics of needs and interests of political-economic and economic entities involved in this process, as well as material and social technologies for implementation of the needs and interests. 
该文件考虑了研究白俄罗斯共和国创新发展网络机制的理论和方法基础,为了达到这一目的,有必要在研究所指出的机制的范围内具体说明系统方法的概念,并制定进行这种调查的方法。系统的和历史的方法,协同原理被用作研究方法。本文从系统的角度论证了研究白俄罗斯共和国创新发展网络机制的必要性。在这种情况下,作者拒绝了将系统中稳定的、本质的、有规律重复的连接和关系与随机的、混沌的过程进行传统的对比,他从需要始终如一地应用层次补偿定律出发,同时考虑到现代经济发展的特点,如网络技术的快速演变、风险经济的进一步发展、传统(包括老工业)产业面临新的挑战。这使得我们有可能将系统方法定义为对一个对象进行有序和全面的检查,而不是孤立于外部影响,而是半封闭的,而是采用一种开放系统的方法,其中网络技术的演变、风险经济的发展以及工业生产(包括传统生产)新挑战的出现产生了协同过程。已经确定,对白俄罗斯共和国创新发展的网络机制进行一贯和全面的审查,不仅需要确定最初的类别和概念,显示一般和特殊的决定因素、起因和发展趋势,而且需要进行不断的监测,以确定参与这一进程的政治-经济和经济实体的需要和利益的动态。以及物质和社会技术实现的需要和利益。
{"title":"Theoretical and Methodological Foundations for Studying Network Mechanisms of Innovative Development in the Republic of Belarus","authors":"S. Solodovnikov","doi":"10.21122/2227-1031-2020-19-2-113-118","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-2-113-118","url":null,"abstract":"The paper considers theoretical and methodological foundations for studying network mechanisms of innovative development in the Republic of Belarus and in order to reach the purpose it is necessary to specify the concept of a systematic approach in the context of the study of the indicated mechanisms and develop a methodology for conducting such investigations. Systematic and historical approaches, principles of synergetics have been used as research methods. The paper substantiates the necessity to study the network mechanisms of innovative development in the Republic of Belarus from the point of view of a systematic approach. In this case, the author has refused traditional contrast of stable, essential, regularly repeating connections and relationships in the system to random, chaotic processes, and he has proceeded from the need to consistently apply a law of hierarchical compensation, as well as taking into account such features of the development of the modern economy as the rapid evolution of network technologies, further development of the risk economy, emergence of new challenges for traditional (including old industrial) industries. This has made it possible to define a systematic approach as a se quential and comprehensive examination of  an object not as isolated  from external  influences, but as half-closed,  but with an approach to an open system in which the synergetic processes generated by evolution of network technologies, development of the risk economy, and emergence of new challenges for industrial production (including traditional ones). It has been established that a consistent and comprehensive review of the network mechanisms of innovative development in the Republic of Belarus requires not only to determine initial categories and concepts, to show general and special determining factors, genesis and development trends, but also to conduct constant monitoring aimed at identifying dynamics of needs and interests of political-economic and economic entities involved in this process, as well as material and social technologies for implementation of the needs and interests. ","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73659294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Strategy Design Method Based on Corporate Learning System 基于企业学习系统的战略设计方法
IF 0.2 Pub Date : 2020-04-01 DOI: 10.21122/2227-1031-2020-19-2-119-124
A. Kavaliou, A. V. Hromava
The paper proposes a method for a strategy design that corresponds to concept of dynamic capabilities. The advan-tages and disadvantages of the methods of strategy design used by various schools of strategic management are demonstrated. The authors postulate inconsistency between a new stage of scientific knowledge and the related technique of strategic analysis and strategy design methods. The purpose of the article is to develop a method for creation a strategy based on a learning system as a key element of a competitive advantage in the concept of dynamic abilities. The method compares favorably with approaches based on the analysis of the external environment, which have a methodological contradiction, since such a stra-tegy is available to all market actors, and it is easy to repeat it. Unlike the methods of the “basic” resource concept, the proposed one allows you to expand an approach to design a strategy precisely from the standpoint of strategic actions in relation to the resources, capabilities, and competencies of the company, which can be combined into clusters that provide a syner-gistic effect. The long-term horizon of the strategy invariably requires the inclusion of corporate learning system as a gene-rator  of  organizational  capabilities into the various clusters.  It has been noted  that the speed of  reaction to changes which is required in a contemporary competitive environment puts forward a corporate learning system as a key competency of a company. The method corresponding to the concept of dynamic capabilities creates the possibility of developing a strategy based on a corporate learning system and provides a dynamic sustainable competitive advantage.
本文提出了一种与动态能力概念相对应的战略设计方法。论证了各种战略管理学派所采用的战略设计方法的优缺点。作者假设新阶段的科学知识与战略分析和战略设计方法的相关技术不一致。本文的目的是开发一种基于学习系统的策略创建方法,作为动态能力概念中竞争优势的关键要素。这种方法比基于外部环境分析的方法有利,后者在方法上有矛盾,因为这种战略适用于所有市场参与者,而且很容易重复。与“基本”资源概念的方法不同,建议的方法允许您扩展一种方法,以精确地从与公司的资源,能力和能力相关的战略行动的角度来设计战略,这些战略行动可以组合成集群,提供协同效应。从战略的长远角度看,必须将企业学习系统作为组织能力的基因因子纳入到各个集群中。有人指出,在当代竞争环境中,对变化的反应速度要求企业学习系统成为公司的关键竞争力。与动态能力概念相对应的方法创造了基于企业学习系统制定战略的可能性,并提供了动态的可持续竞争优势。
{"title":"Strategy Design Method Based on Corporate Learning System","authors":"A. Kavaliou, A. V. Hromava","doi":"10.21122/2227-1031-2020-19-2-119-124","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-2-119-124","url":null,"abstract":"The paper proposes a method for a strategy design that corresponds to concept of dynamic capabilities. The advan-tages and disadvantages of the methods of strategy design used by various schools of strategic management are demonstrated. The authors postulate inconsistency between a new stage of scientific knowledge and the related technique of strategic analysis and strategy design methods. The purpose of the article is to develop a method for creation a strategy based on a learning system as a key element of a competitive advantage in the concept of dynamic abilities. The method compares favorably with approaches based on the analysis of the external environment, which have a methodological contradiction, since such a stra-tegy is available to all market actors, and it is easy to repeat it. Unlike the methods of the “basic” resource concept, the proposed one allows you to expand an approach to design a strategy precisely from the standpoint of strategic actions in relation to the resources, capabilities, and competencies of the company, which can be combined into clusters that provide a syner-gistic effect. The long-term horizon of the strategy invariably requires the inclusion of corporate learning system as a gene-rator  of  organizational  capabilities into the various clusters.  It has been noted  that the speed of  reaction to changes which is required in a contemporary competitive environment puts forward a corporate learning system as a key competency of a company. The method corresponding to the concept of dynamic capabilities creates the possibility of developing a strategy based on a corporate learning system and provides a dynamic sustainable competitive advantage.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82633591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Communication and Marketing Technologies of Territory Promotion: Forming Professional Market in Russia 区域推广的传播与营销技术:在俄罗斯形成专业市场
IF 0.2 Pub Date : 2020-04-01 DOI: 10.21122/2227-1031-2020-19-2-125-129
A. Chechulin, A. Kuznecov, V. Grakhov, M. Perfil'eva
The purpose of the paper is to analyze a market of territorial marketing as a special, significantly different from the commercial  market in the post-Soviet space.  Attempts to characterize this territorial  marketing market in general have not yet been undertaken. The authors have set a task to answer questions about their understanding of the territorial marketing essence; nature of interest of any territories in general and post-Soviet territories, in particular, in the use of marketing tools in its strategic development; territorial marketing market structure – customers of such services on behalf of territories, research organizations, marketing, advertising, design and other organizations creating convenient marketing products, and furthermore means for advertisement positioning and organizations providing opportunities for special events in the interests of territories promotion. On the basis of a comparative analysis of the territorial marketing markets of a number of countries leading in the post-Soviet space which are not members of the European Union, an analysis of statistical data and expert surveys, the conclusions have been made: Russia occupies the leading place in this field - and in absolute criteria (budgets, territories need), and in quality of work. But in the recent years Kazakhstan is actively developing territorial marketing technologies and this country is ahead of Russia in a number of areas. It is important that the territorial marketing markets of Russia, Kazakhstan and other post-Soviet countries are not isolated from international ideas and market structures. The main developments for the Russian territories are based on the ideas and methodology of the British school of territorial marketing. Foreign marketing structures, primarily from Great Britain and the Netherlands almost always participate (and often win) in significant tenders for territories ordering being held in Russia and other CIS countries.
本文的目的是分析地域营销作为一种特殊的、与后苏联空间的商业市场有显著区别的市场。目前还没有对这一地域销售市场的总体特征进行尝试。作者设置了一个任务来回答关于他们对地域营销本质的理解的问题;任何领土,特别是后苏联领土,在战略发展中使用营销工具的利益性质;地域营销市场结构——代表地域的客户、研究机构、营销、广告、设计等组织创造方便的营销产品,以及为广告定位和组织提供特殊活动机会的手段,以促进地域推广。在对一些在苏联解体后处于领先地位的非欧洲联盟成员国的领土销售市场进行比较分析、分析统计数据和专家调查的基础上,得出的结论是:俄罗斯在这一领域占据领先地位,在绝对标准(预算、领土需求)和工作质量方面也处于领先地位。但近年来,哈萨克斯坦积极发展地域营销技术,在许多领域领先于俄罗斯。重要的是,俄罗斯、哈萨克斯坦和其他后苏联国家的领土营销市场不能孤立于国际思想和市场结构之外。俄罗斯领土的主要发展是基于英国领土营销学派的思想和方法。外国营销机构,主要来自英国和荷兰,几乎总是参与(并经常赢得)在俄罗斯和其他独联体国家举行的领土订单的重大招标。
{"title":"Communication and Marketing Technologies of Territory Promotion: Forming Professional Market in Russia","authors":"A. Chechulin, A. Kuznecov, V. Grakhov, M. Perfil'eva","doi":"10.21122/2227-1031-2020-19-2-125-129","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-2-125-129","url":null,"abstract":"The purpose of the paper is to analyze a market of territorial marketing as a special, significantly different from the commercial  market in the post-Soviet space.  Attempts to characterize this territorial  marketing market in general have not yet been undertaken. The authors have set a task to answer questions about their understanding of the territorial marketing essence; nature of interest of any territories in general and post-Soviet territories, in particular, in the use of marketing tools in its strategic development; territorial marketing market structure – customers of such services on behalf of territories, research organizations, marketing, advertising, design and other organizations creating convenient marketing products, and furthermore means for advertisement positioning and organizations providing opportunities for special events in the interests of territories promotion. On the basis of a comparative analysis of the territorial marketing markets of a number of countries leading in the post-Soviet space which are not members of the European Union, an analysis of statistical data and expert surveys, the conclusions have been made: Russia occupies the leading place in this field - and in absolute criteria (budgets, territories need), and in quality of work. But in the recent years Kazakhstan is actively developing territorial marketing technologies and this country is ahead of Russia in a number of areas. It is important that the territorial marketing markets of Russia, Kazakhstan and other post-Soviet countries are not isolated from international ideas and market structures. The main developments for the Russian territories are based on the ideas and methodology of the British school of territorial marketing. Foreign marketing structures, primarily from Great Britain and the Netherlands almost always participate (and often win) in significant tenders for territories ordering being held in Russia and other CIS countries.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75774682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Comparing Fuel Consumption and Emission Levels of Hybrid Powertrain Configurations and a Conventional Powertrain in Varied Drive Cycles and Degree of Hybridization 混合动力系统配置与传统动力系统在不同驱动循环和混合程度下的油耗和排放水平比较
IF 0.2 Pub Date : 2020-02-05 DOI: 10.21122/2227-1031-2020-19-1-20-33
W. Maddumage, K. Y. Abeyasighe, M. Perera, R. Attalage, P. Kelly
Hybrid electric powertrains in automotive applications aim to improve emissions and fuel economy with respect to conventional internal combustion engine vehicles. Variety of design scenarios need to be addressed in designing a hybrid electric vehicle to achieve desired design objectives such as fuel consumption and exhaust gas emissions. The work in this paper presents an analysis of the design objectives for an automobile powertrain with respect to different design scenarios, i. e. target drive cycle and degree of hybridization. Toward these ends, four powertrain configuration models (i. e. internal combustion engine, series, parallel and complex hybrid powertrain configurations) of a small vehicle (motorized three wheeler) are developed using Model Advisor software and simulated with varied drive cycles and degrees of hybridization. Firstly, the impact of vehicle power control strategy and operational characteristics of the different powertrain configurations are investigated with respect to exhaust gas emissions and fuel consumption. Secondly, the drive cycles are scaled according to kinetic intensity and the relationship between fuel consumption and drive cycles is assessed. Thirdly, three fuel consumption models are developed so that fuel consumption values for a real-world drive cycle may be predicted in regard to each powertrain configuration. The results show that when compared with a conventional powertrain fuel consumption is lower in hybrid vehicles. This work led to the surprisingly result showing higher CO emission levels with hybrid vehicles. Furthermore, fuel consumption of all four powertrains showed a strong correlation with kinetic intensity values of selected drive cycles. It was found that with varied drive cycles the average fuel advantage for each was: series 23 %, parallel 21 %, and complex hybrids 33 %, compared to an IC engine powertrain. The study reveals that performance of hybrid configurations vary significantly with drive cycle and degree of hybridization. The paper also suggests future areas of study.
与传统内燃机汽车相比,混合动力系统在汽车中的应用旨在改善排放和燃油经济性。在设计混合动力汽车时,需要解决各种设计方案,以实现所需的设计目标,如燃料消耗和废气排放。本文分析了汽车动力总成在不同设计场景下的设计目标,即目标驱动循环和混合化程度。为此,利用Model Advisor软件开发了小型车辆(机动三轮车)的四种动力系统配置模型(即内燃机、串联、并联和复杂混合动力系统配置),并在不同的驱动循环和混合程度下进行了仿真。首先,研究了不同动力系统配置对车辆动力控制策略和运行特性对废气排放和燃油消耗的影响。其次,根据动力强度划分驱动周期,评估油耗与驱动周期之间的关系;第三,开发了三种油耗模型,以便在实际驾驶循环中可以预测每种动力总成配置的油耗值。结果表明,与传统动力系统相比,混合动力汽车的油耗更低。这项工作得出了令人惊讶的结果:混合动力汽车的二氧化碳排放量更高。此外,四种动力系统的油耗与所选驱动循环的动力强度值有很强的相关性。研究发现,与IC发动机动力系统相比,在不同的驱动循环下,每一种动力系统的平均燃油优势为:串联23%,并联21%,复杂混合动力33%。研究表明,混合动力结构的性能随驱动周期和混合程度的不同而显著变化。论文还提出了未来的研究领域。
{"title":"Comparing Fuel Consumption and Emission Levels of Hybrid Powertrain Configurations and a Conventional Powertrain in Varied Drive Cycles and Degree of Hybridization","authors":"W. Maddumage, K. Y. Abeyasighe, M. Perera, R. Attalage, P. Kelly","doi":"10.21122/2227-1031-2020-19-1-20-33","DOIUrl":"https://doi.org/10.21122/2227-1031-2020-19-1-20-33","url":null,"abstract":"Hybrid electric powertrains in automotive applications aim to improve emissions and fuel economy with respect to conventional internal combustion engine vehicles. Variety of design scenarios need to be addressed in designing a hybrid electric vehicle to achieve desired design objectives such as fuel consumption and exhaust gas emissions. The work in this paper presents an analysis of the design objectives for an automobile powertrain with respect to different design scenarios, i. e. target drive cycle and degree of hybridization. Toward these ends, four powertrain configuration models (i. e. internal combustion engine, series, parallel and complex hybrid powertrain configurations) of a small vehicle (motorized three wheeler) are developed using Model Advisor software and simulated with varied drive cycles and degrees of hybridization. Firstly, the impact of vehicle power control strategy and operational characteristics of the different powertrain configurations are investigated with respect to exhaust gas emissions and fuel consumption. Secondly, the drive cycles are scaled according to kinetic intensity and the relationship between fuel consumption and drive cycles is assessed. Thirdly, three fuel consumption models are developed so that fuel consumption values for a real-world drive cycle may be predicted in regard to each powertrain configuration. The results show that when compared with a conventional powertrain fuel consumption is lower in hybrid vehicles. This work led to the surprisingly result showing higher CO emission levels with hybrid vehicles. Furthermore, fuel consumption of all four powertrains showed a strong correlation with kinetic intensity values of selected drive cycles. It was found that with varied drive cycles the average fuel advantage for each was: series 23 %, parallel 21 %, and complex hybrids 33 %, compared to an IC engine powertrain. The study reveals that performance of hybrid configurations vary significantly with drive cycle and degree of hybridization. The paper also suggests future areas of study.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2020-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85192008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Increasing the Quality of Transient Processes in the Vehicle Transmission 提高车辆变速器瞬态过程的质量
IF 0.2 Pub Date : 2019-12-05 DOI: 10.21122/2227-1031-2019-18-6-509-518
A. Taratorkin, V. Derzhankii, I. Taratorkin
The paper shows results of an experimental and theoretical study of dynamic processes in the vehicle transmission after kinematic alignment of elements during gearshifts. The purpose of the research is increasing the quality of transient processes in the vehicle transmission. Applying an analysis of experimental results obtained through looking into dynamics of a 3-ton vehicle transmission and studying literature sources it was established that dynamic loading of the transmission after the kinematic stage of shifting (i. e. synchronizing speeds of driving and driven elements in the gearbox) is influenced by oscillations which are in the single-node mode. Solving the task of increasing transient processes is achieved by applying a method of control power redistribution. By employing simulation models a number of methods were used to regulate power redistribution. Results of computations made it possible to determine that the efficiency of power redistribution are closely related to initial conditions of the process under the study. In the progress of the research a method for identifying the initial conditions was developed. This method is based determining signatures of the torque and its derivatives. In accordance with the research results it turned out that it is appropriate to apply the ZVD (zero vibration derivation) algorithm of power redistribution for low gears (below 4th) from point of view achieving better overshoot and robustness characteristics and a satisfactory response rate level. For higher gears it is recommended that the Ramp algorithm (linear increase in the control input) be used for the cases when the response rate is not longer than period of the single-node mode of oscillations occurring in the dynamic system during a gear shift. Application of the proposed algorithms allows to bring down dynamic loading of the transmission and also to improve the comfort in vehicles.
本文对换挡过程中各元件运动校直后的车辆传动动力学过程进行了实验和理论研究。研究的目的是提高车辆变速器瞬态过程的质量。通过对某3吨汽车变速器动力学试验结果的分析和文献资料的研究,确定了变速器在换挡运动阶段(即变速箱内驱动元件和从动元件同步速度)后的动载荷受单节点振荡的影响。采用控制功率再分配的方法解决了增加暂态过程的问题。通过仿真模型,采用了多种方法来调节功率再分配。计算结果表明,功率再分配的效率与研究过程的初始条件密切相关。在研究的过程中,提出了一种确定初始条件的方法。该方法是基于确定扭矩及其导数的特征。根据研究结果,从获得较好的超调性和鲁棒性以及满意的响应率水平的角度来看,在低档位(4档以下)下应用ZVD(零振动导数)功率再分配算法是合适的。对于更高的档位,建议在响应速率不长于动态系统中发生的单节点振荡模式周期的情况下使用Ramp算法(控制输入线性增加)。该算法的应用不仅可以降低变速器的动态载荷,还可以提高车辆的舒适性。
{"title":"Increasing the Quality of Transient Processes in the Vehicle Transmission","authors":"A. Taratorkin, V. Derzhankii, I. Taratorkin","doi":"10.21122/2227-1031-2019-18-6-509-518","DOIUrl":"https://doi.org/10.21122/2227-1031-2019-18-6-509-518","url":null,"abstract":"The paper shows results of an experimental and theoretical study of dynamic processes in the vehicle transmission after kinematic alignment of elements during gearshifts. The purpose of the research is increasing the quality of transient processes in the vehicle transmission. Applying an analysis of experimental results obtained through looking into dynamics of a 3-ton vehicle transmission and studying literature sources it was established that dynamic loading of the transmission after the kinematic stage of shifting (i. e. synchronizing speeds of driving and driven elements in the gearbox) is influenced by oscillations which are in the single-node mode. Solving the task of increasing transient processes is achieved by applying a method of control power redistribution. By employing simulation models a number of methods were used to regulate power redistribution. Results of computations made it possible to determine that the efficiency of power redistribution are closely related to initial conditions of the process under the study. In the progress of the research a method for identifying the initial conditions was developed. This method is based determining signatures of the torque and its derivatives. In accordance with the research results it turned out that it is appropriate to apply the ZVD (zero vibration derivation) algorithm of power redistribution for low gears (below 4th) from point of view achieving better overshoot and robustness characteristics and a satisfactory response rate level. For higher gears it is recommended that the Ramp algorithm (linear increase in the control input) be used for the cases when the response rate is not longer than period of the single-node mode of oscillations occurring in the dynamic system during a gear shift. Application of the proposed algorithms allows to bring down dynamic loading of the transmission and also to improve the comfort in vehicles.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2019-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89416193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Signal Pre-Selection for Monitoring and Prediction of Vehicle Powertrain Component Aging 汽车动力总成部件老化监测与预测的信号预选
IF 0.2 Pub Date : 2019-12-05 DOI: 10.21122/2227-1031-2019-18-6-519-524
A. Sass, Enes Esatbeyoglu, T. Iwwerks
Predictive maintenance has become important for avoiding unplanned downtime of modern vehicles. With increasing functionality the exchanged data between Electronic Control Units (ECU) grows simultaneously rapidly. A large number of in-vehicle signals are provided for monitoring an aging process. Various components of a vehicle age due to their usage. This component aging is only visible in a certain number of in-vehicle signals. In this work, we present a signal selection method for in-vehicle signals in order to determine relevant signals to monitor and predict powertrain component aging of vehicles. Our application considers the aging of powertrain components with respect to clogging of structural components. We measure the component aging process in certain time intervals. Owing to this, unevenly spaced time series data is preprocessed to generate comparable in-vehicle data. First, we aggregate the data in certain intervals. Thus, the dynamic in-vehicle database is reduced which enables us to analyze the signals more efficiently. Secondly, we implement machine learning algorithms to generate a digital model of the measured aging process. With the help of Local Interpretable Model-Agnostic Explanations (LIME) the model gets interpretable. This allows us to extract the most relevant signals and to reduce the amount of processed data. Our results show that a certain number of in-vehicle signals are sufficient for predicting the aging process of the considered structural component. Consequently, our approach allows to reduce data transmission of in-vehicle signals with the goal of predictive maintenance.
预测性维护对于避免现代车辆的意外停机已经变得非常重要。随着电子控制单元(ECU)功能的不断增加,电子控制单元之间的数据交换也在快速增长。提供大量车载信号用于监测老化过程。车辆的各种部件因其使用而老化。这种元件老化只在一定数量的车载信号中可见。本文提出了一种车载信号的信号选择方法,以确定相应的信号来监测和预测车辆动力总成部件的老化。我们的应用程序考虑了相对于结构部件堵塞的动力总成部件的老化。我们以一定的时间间隔测量构件的老化过程。因此,对非均匀间隔时间序列数据进行预处理以生成可比较的车内数据。首先,我们以一定的间隔汇总数据。因此,减少了动态的车载数据库,使我们能够更有效地分析信号。其次,我们实现了机器学习算法来生成测量老化过程的数字模型。在局部可解释模型不可知论解释(LIME)的帮助下,模型具有可解释性。这使我们能够提取最相关的信号并减少处理的数据量。我们的研究结果表明,一定数量的车载信号足以预测所考虑的结构部件的老化过程。因此,我们的方法可以减少车载信号的数据传输,以实现预测性维护的目标。
{"title":"Signal Pre-Selection for Monitoring and Prediction of Vehicle Powertrain Component Aging","authors":"A. Sass, Enes Esatbeyoglu, T. Iwwerks","doi":"10.21122/2227-1031-2019-18-6-519-524","DOIUrl":"https://doi.org/10.21122/2227-1031-2019-18-6-519-524","url":null,"abstract":"Predictive maintenance has become important for avoiding unplanned downtime of modern vehicles. With increasing functionality the exchanged data between Electronic Control Units (ECU) grows simultaneously rapidly. A large number of in-vehicle signals are provided for monitoring an aging process. Various components of a vehicle age due to their usage. This component aging is only visible in a certain number of in-vehicle signals. In this work, we present a signal selection method for in-vehicle signals in order to determine relevant signals to monitor and predict powertrain component aging of vehicles. Our application considers the aging of powertrain components with respect to clogging of structural components. We measure the component aging process in certain time intervals. Owing to this, unevenly spaced time series data is preprocessed to generate comparable in-vehicle data. First, we aggregate the data in certain intervals. Thus, the dynamic in-vehicle database is reduced which enables us to analyze the signals more efficiently. Secondly, we implement machine learning algorithms to generate a digital model of the measured aging process. With the help of Local Interpretable Model-Agnostic Explanations (LIME) the model gets interpretable. This allows us to extract the most relevant signals and to reduce the amount of processed data. Our results show that a certain number of in-vehicle signals are sufficient for predicting the aging process of the considered structural component. Consequently, our approach allows to reduce data transmission of in-vehicle signals with the goal of predictive maintenance.","PeriodicalId":42375,"journal":{"name":"Science & Technique","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2019-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91153113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
Science & Technique
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1