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POSSIBILITIES OF APPLYING A LOW-TEMPERATURE CENTRALIZED HEAT SUPPLY NETWORK IN A MULTI-APARTMENT BUILDING DISTRICT 在多公寓楼区应用低温集中供热网络的可能性
Pub Date : 2024-06-13 DOI: 10.3846/mla.2024.21317
Edita Rugieniūtė, Juozas Bielskus
Lithuania‘s district heating (DH) network tends to maintain high heat transfer temperatures, which limit the efficiency of the system. The aim of this study is to assess the impact of DH and reduced heat transfer temperature in the building on space heating and the possibility of reducing the heat transfer temperature (down to 60 °C) in the DH network by looking at different scenarios and the heat demand of buildings. Three alternatives were analysed: the installation of a temperature-lowering module (mixing unit) in the thermal chamber and the retro-fitting of existing piping and heating appliances, where the temperature of the DH fluid is lowered up to 60 °C and the temperature of the radiators is lowered to 60/40/20. The possibility of lowering the DH heat transfer temperature without upgrading the network by installing heat pumps individually in the buildings or in the heat chamber is examined. An hourly data analysis of a 2-year heating system model for a typical building showed that lowering the DHW temperature to 60 °C and leaving the existing area of heating appliances in the building will not meet the heat demand of the buildings.
立陶宛的区域供热(DH)网络往往保持较高的传热温度,从而限制了系统的效率。本研究的目的是评估区域供热和降低建筑物内传热温度对空间供热的影响,以及通过考察不同的方案和建筑物的热需求来降低区域供热网络传热温度(低至 60 °C)的可能性。分析了三种替代方案:在热室中安装一个降温模块(混合装置),以及对现有管道和供暖设备进行改造,将 DH 流体的温度降至 60 °C,将散热器的温度降至 60/40/20。通过在建筑物或热室中单独安装热泵,研究了在不升级管网的情况下降低 DH 传热温度的可能性。对典型建筑的 2 年供热系统模型进行的每小时数据分析显示,将 DHW 温度降至 60 °C,并保留建筑内现有的供热设备面积,将无法满足建筑的供热需求。
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引用次数: 0
IMPROVEMENT OF INCIDENT MANAGEMENT MODEL USING MACHINE LEARNING METHODS 利用机器学习方法改进事件管理模式
Pub Date : 2024-06-06 DOI: 10.3846/mla.2024.21633
Roman Jevsejev, Mindaugas Bereiša
Technical support of IT infrastructure is a crucial aspect of organizational operations, with the most challenging task being ensuring service continuity. Quality support guarantees high IT efficiency, but complex incidents reduce support quality and require effective management. Incident management includes configuration processes and control of technical solutions. To improve technical support, adhering to both quantitative and qualitative standards and considering system specifics is necessary. According to service level agreements (SLA), the resolution time of incidents is important. „Service Desk“ tools, applying machine learning methods, can help optimize these processes. Incorrectly classified user requests lead to additional work for the IT team and delay incident resolution. Machine learning methods, such as K-means clustering, Random Forest regression, and classification, can optimize incident management and speed up resolution time. The research analyzes „Service Desk“ incident data to model resolution times and improve incident management.
IT 基础设施的技术支持是组织运营的一个重要方面,其中最具挑战性的任务是确保服务的连续性。高质量的支持是 IT 高效率的保证,但复杂的事件会降低支持质量,因此需要有效的管理。事件管理包括技术解决方案的配置流程和控制。要改进技术支持,必须同时遵守定量和定性标准,并考虑系统的具体情况。根据服务水平协议(SLA),事件的解决时间非常重要。应用机器学习方法的 "服务台 "工具可以帮助优化这些流程。对用户请求的不正确分类会给 IT 团队带来额外的工作,并延误事件的解决。K 均值聚类、随机森林回归和分类等机器学习方法可以优化事件管理并加快解决时间。该研究分析了 "服务台 "事件数据,以模拟解决时间并改进事件管理。
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引用次数: 0
RESEARCH AND ANALYSIS OF THE POTENTIAL USE OF PLASTIC WASTE FROM THE MECHANICAL PROCESSING OF PLASTICS 研究和分析塑料机械加工产生的塑料废料的潜在用途
Pub Date : 2024-06-06 DOI: 10.3846/mla.2024.21323
Emilija Galeckaitė, Eglė Marčiulaitienė
Plastic is increasingly used worldwide and is becoming an essential part of everyday life. There are many scientific articles on recycling or recycling methods for plastics, but so far there are few solutions for the use of the waste generated by plastic de-waste treatment processes. Proper management of plastic waste can reduce the negative impact on the environment and human beings. In this paper, the waste generated during the mechanical processing of plastic is investigated its suitability for biofilter loading. In this way, the amount of plastic waste generated could be reduced and the air could be cleaned from unpleasant odours and other pollutants generated during the treatment of plastic waste.
塑料在全球的使用量越来越大,并逐渐成为日常生活中不可或缺的一部分。关于塑料回收或再循环方法的科学文章很多,但迄今为止,关于如何利用塑料去废处理过程中产生的废物的解决方案却很少。妥善处理塑料废弃物可以减少对环境和人类的负面影响。本文研究了塑料机械加工过程中产生的废料是否适合生物滤池处理。通过这种方式,可以减少塑料废物的产生量,并净化空气,消除塑料废物处理过程中产生的难闻气味和其他污染物。
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引用次数: 0
A REVIEW OF AQUATIC PLANT BIOMASS PRETREATMENT METHODS FOR BIOGAS PRODUCTION 水生植物生物质预处理方法在沼气生产中的应用综述
Pub Date : 2024-06-04 DOI: 10.3846/mla.2024.21313
Zamira Kazizova, A. Zagorskis
The increasing global demand for renewable energy sources has led to interest in generating biogas from aquatic plant biomass. This research examines the pretreatment methods of biomass, aiming to enhance the efficiency of biogas production processes. The analysis presents mechanical, chemical, biological, or combined pretreatment techniques, assessing their respective advantages, limitations, and potential synergies. The review extends beyond individual methodologies to identify potential synergies or sequential applications that could maximize biogas production efficiency. This study ultimately facilitates moving the field forward, contributes to the transition to more sustainable energy solutions, identifies gaps in existing researches, paving the way for future investigations and combat to solve upcoming energy problems.
全球对可再生能源的需求日益增长,这引起了人们对利用水生植物生物质产生沼气的兴趣。本研究探讨了生物质的预处理方法,旨在提高沼气生产过程的效率。分析介绍了机械、化学、生物或组合预处理技术,评估了它们各自的优势、局限性和潜在的协同作用。审查范围超越了单个方法,以确定可最大限度提高沼气生产效率的潜在协同作用或连续应用。这项研究最终将推动该领域向前发展,促进向更可持续的能源解决方案过渡,找出现有研究中的差距,为未来的调查和战斗铺平道路,以解决即将出现的能源问题。
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引用次数: 0
APPLICATION OF PERMEABLE ASPHALT PAVEMENT CONSTRUCTION IN TRAFFIC AREAS 交通区域透水沥青路面施工的应用
Pub Date : 2024-06-03 DOI: 10.3846/mla.2024.21287
Ieva Jakubėnaitė, A. Vaitkus, Judita Škulteckė
Lithuania’s total road network consists of more than 84000 km of roads, of which more than 21000 km are national roads. Roads of national importance are managed by the Lithuanian Road Administration. The remaining roads are classified as local roads managed by local governments. Road installation and maintenance often lead to the problem of surface water drainage and accumulation on the road surface. The aim of this study is to identify and propose the most appropriate permeable asphalt pavement construction to solve this problem, taking into account the purpose of the application and the class of pavement structure. The scope of the study identifies three recommended permeable asphalt pavement designs for the installation of DK 0.1-DK 1 pavement structures in ancillary streets, parking and recreation areas where light vehicle traffic with occasional heavy vehicle traffic. It has also been found that in areas of high traffic intensity, it is appropriate to use an alternative to permeable pavements – a permeable pavement design for the shoulder, where the roadway structure is impermeable to water and the shoulders are permeable to water (a permeable pavement structure is installed). The recommended permeable asphalt pavement structures, when properly selected, reduce the risk of flooding on the roadway.
立陶宛的公路网总长 84000 多公里,其中 21000 多公里为国道。国家重要道路由立陶宛道路管理局管理。其余道路被归类为地方道路,由地方政府管理。道路的安装和维护经常会导致路面排水和积水问题。本研究的目的是在考虑应用目的和路面结构等级的基础上,确定并提出最合适的透水沥青路面结构,以解决这一问题。研究范围确定了三种推荐的透水沥青路面设计,用于在辅助街道、停车场和休闲区安装 DK 0.1-DK 1 路面结构,这些地方的车辆流量较小,偶尔也有重型车辆通行。研究还发现,在交通强度高的地区,宜采用透水路面的替代方案--路肩透水路面设计,即路面结构不透水,路肩透水(安装透水路面结构)。建议采用的透水沥青路面结构,如果选择得当,可以降低道路被水淹没的风险。
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引用次数: 0
SAFE TRAFFIC PROBLEMS OF ELECTRIC SCOOTER IN LITHUANIA 立陶宛电动滑板车的安全交通问题
Pub Date : 2024-05-15 DOI: 10.3846/mla.2024.21284
Edita Juodvalkienė, D. Čygas, Vilma Jasiūnienė
The article examines the increasingly prevalent and popular issue of electric scooters, classified as micromobility, participating in traffic in various cities worldwide and in Lithuania. The aim of the research is to present and analyze the experiences of Lithuania and foreign countries in developing infrastructure and legal frameworks for safer electric scooter traffic. It analyzes their benefits, legal regulations governing their use, and the adaptation of infrastructure for electric scooter traffic. Statistics from four years of traffic accidents involving scooters are provided, their primary locations and causes are analyzed, and conclusions and recommendations for improving electric scooter traffic safety are presented. The analysis shows that in Lithuania, the number of traffic accidents with scooters and the number of casualties in them increase annually, while the legal regulation and adaptation of infrastructure for electric scooter traffic vary among different countries.
文章探讨了电动滑板车(被归类为微型交通工具)在世界各大城市和立陶宛交通中日益普遍和流行的问题。研究的目的是介绍和分析立陶宛和外国在为更安全的电动滑板车交通开发基础设施和法律框架方面的经验。研究分析了电动滑板车的益处、使用电动滑板车的法律规定以及为电动滑板车交通调整基础设施的情况。报告提供了四年来涉及滑板车交通事故的统计数据,分析了事故发生的主要地点和原因,并提出了改善电动滑板车交通安全的结论和建议。分析表明,在立陶宛,电动滑板车交通事故的数量和伤亡人数每年都在增加,而不同国家对电动滑板车交通的法律规定和基础设施的适应性却各不相同。
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引用次数: 0
ASSESSING THE IMPACT OF AI INTEGRATION ON ADVANCING CIRCULAR PRACTICES IN CONSTRUCTION 评估 AI 整合对推进建筑业循环做法的影响
Pub Date : 2024-05-02 DOI: 10.3846/mla.2024.21029
Thilina Ganganath Weerakoon, J. Sliogeriene, Zenonas Turskis
This study provides a thorough examination of the potential and problems associated with integrating artificial intelligence (AI) into the circular economy (CE) framework within Sri Lanka’s construction industry. The study uses approach that combines primary data obtained through a questionnaire survey involving several stakeholders with secondary data analysis from academic sources. The data were interpreted using descriptive and statistical analysis, such as Kendall’s Tau correlation and Pearson’s correlation. There is an optimistic view about AI’s potential advantages, including resource and energy conservation, even if the technology is still in its early integration phases. Nevertheless, there are still significant barriers to adoption, such as a lack of knowledge and reluctance to change. The study offers a conceptual framework for combining AI with CE principles, including IoT, computer vision, and machine learning technologies to enhance the Reduce, Reuse, and Recycle (3R) CE principles. This framework supports cooperative efforts, skill development, and policy development to support sustainable building practices in Sri Lanka.
本研究深入探讨了将人工智能(AI)纳入斯里兰卡建筑业循环经济(CE)框架的潜力和相关问题。本研究采用的方法结合了通过问卷调查获得的一手数据(涉及多个利益相关者)和学术资料来源的二手数据分析。使用描述性和统计分析(如 Kendall's Tau 相关性和 Pearson 相关性)对数据进行解释。人们对人工智能的潜在优势持乐观态度,包括节约资源和能源,尽管该技术仍处于早期整合阶段。尽管如此,采用人工智能仍存在巨大障碍,如缺乏知识和不愿改变。本研究提供了一个将人工智能与消费电子原则相结合的概念框架,包括物联网、计算机视觉和机器学习技术,以加强减量化、再利用和再循环(3R)消费电子原则。该框架支持合作努力、技能开发和政策制定,以支持斯里兰卡的可持续建筑实践。
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引用次数: 0
COMPANIES‘ STRUCTURAL CHANGES AND WAGES 公司的结构变化和工资
Pub Date : 2024-04-09 DOI: 10.3846/mla.2024.20241
Anastasija Puodžiūnienė, Tomas Baležentis
The article analyzes how structural changes taking place in companies affect wages and determine their changes. It is relevant to examine how the structural changes of companies are related to wage indicators, because this reveals one of the most important economic consequences of the structural changes of companies, which is also significant at the level of the national economy. The aim of the research is to theoretically base the essence of structural changes, to empirically evaluate how the structural changes of companies and wages are related. A statistical study was conducted, investigating the links between wages and structural changes in Lithuanian companies. The method of correlation-regression analysis was applied. The results of the study show that one of the most prominent structural effects affecting wages is the development of enterprise activity (judging by indicators of turnover and investment in fixed assets) – this structural change is positively correlated with wage growth. Another structural change in companies, which is associated with the increase in wages, is the growth of foreign capital in domestic companies. The results of the study have practical significance in understanding the factors that determine wage growth in the country’s companies and forecasting wage growth.
文章分析了企业结构变化如何影响工资并决定工资的变化。研究公司结构变化与工资指标的关系具有重要意义,因为这揭示了公司结构变化最重要的经济后果之一,在国民经济层面也具有重要意义。研究的目的是从理论上阐明结构变化的本质,从经验上评估公司结构变化与工资之间的关系。我们进行了一项统计研究,调查立陶宛公司工资与结构变化之间的联系。研究采用了相关回归分析方法。研究结果表明,影响工资的最显著结构效应之一是企业活动的发展(从营业额和固定资产投资指标来看)--这种结构变化与工资增长呈正相关。与工资增长相关的另一个企业结构变化是国内企业中外国资本的增长。研究结果对于了解决定国内企业工资增长的因素和预测工资增长具有实际意义。
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引用次数: 0
MEASURING SUSTAINABILITY IN SUPPLY CHAIN MANAGEMENT IN CONSTRUCTION COMPANIES 衡量建筑公司供应链管理的可持续性
Pub Date : 2024-03-14 DOI: 10.3846/mla.2024.19088
Ieva Cataldo
This paper provides an analysis of the most important sustainability indicators for SSCM in construction and gives a detailed overview of what has been scientifically accomplished in the field to date, and identifies areas for further research. The most important sustainability indicators were also grouped and presented in the literature review into the main seven assessment groups of the SSCM construction industry and ranked by experts from Northern Italy and Lithuania in several different ways. Based on the data from the Table 3, it can be inferred that a harmonious work environment among ecological sustainability indicators appeared as the most crucial indicator for respondents. Environmental education was among the most important social indicators. In the legal group, work efficiency emerged as the most significant indicator, while in the physical group, sustainable resource use was crucial. In the political realm, economic and political stability was the most important, and among technological indicators, innovation stood out. Among economic indicators, profit was the most significant sustainability indicator for respondents. A general indicator importance method combined results obtained from expert surveys using various methods. The ranking of sustainability indicators in each group was not included in the calculation of the overall indicator importance, but the results were similar in both cases. The determined importance of indicator values could be adapted for further analysis, specifically for multicriteria evaluation, as per the conceptual model shown in Figure 1. This article provides members of the construction industry with detailed calculations and results of the evaluation of key sustainability indicators related to supply chain groups. This study explores several possible ways to measure the importance of sustainability indicators, which could provide further theoretical insights into SSCM in the construction industry and help develop an accurate sustainability index model.
本文对建筑业 SSCM 最重要的可持续性指标进行了分析,详细概述了该领域迄今为止所取得的科学成就,并确定了有待进一步研究的领域。在文献综述中还将最重要的可持续性指标归纳为 SSCM 建筑行业的七个主要评估组,并由来自意大利北部和立陶宛的专家以几种不同的方式进行排序。根据表 3 的数据可以推断,在生态可持续性指标中,和谐的工作环境是受访者认为最重要的指标。环境教育是最重要的社会指标之一。在法律组中,工作效率是最重要的指标,而在物质组中,资源的可持续利用至关重要。在政治领域,经济和政治稳定是最重要的指标,而在技术指标中,创新尤为突出。在经济指标中,利润是受访者认为最重要的可持续发展指标。一般指标重要性方法综合了使用各种方法进行的专家调查的结果。在计算总体指标重要性时,不包括各组可持续性指标的排序,但两者的结果相似。根据图 1 所示的概念模型,确定的指标值重要性可用于进一步分析,特别是多标准评价。本文为建筑行业成员提供了与供应链组相关的关键可持续发展指标的详细计算和评估结果。本研究探讨了衡量可持续发展指标重要性的几种可能方法,可为建筑行业的 SSCM 提供进一步的理论见解,并有助于开发精确的可持续发展指数模型。
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引用次数: 0
SHIPBUILDING TENDENCIES IN THE CONTEXT OF DIGITALIZATION 数字化背景下的造船趋势
Pub Date : 2024-02-27 DOI: 10.3846/mla.2024.19945
Ieva Verseckaitė, A. Jakubavičius
Over the last few years, the new industrial revolution 4.0 has spread across industries and affected the shipbuilding industry as well. Shipbuilding based on the principles of Industry 4.0 would transform the design, production, operation, maintenance, communication and value chains of the shipbuilding industry in all aspects. In order to create new value, the ship must become smart and must be manufactured in a smart shipbuilding process. Shipbuilding as an assembly industry is reliant on international trade because a large part of the value of a ship depends on intermediate inputs that are sourced from various countries around the world. Rapidly developing technologies also bring economic changes – more technologically advanced companies could be more efficient and would occupy a larger market share in the future. In the first part of this article systematics of value chains in the shipbuilding sector is analysed the added value created by digital technologies is evaluated in the efficient value creation chain, in the second part research methods are presented – correlation-regression analysis and the SAW method, in the third part the development trends of shipbuilding are evaluated.
在过去几年里,新工业革命 4.0 已遍及各行各业,也影响到了造船业。基于工业 4.0 原则的造船业将全方位改变造船业的设计、生产、运营、维护、通信和价值链。为了创造新的价值,船舶必须智能化,必须在智能造船流程中制造。造船业作为一个组装行业,依赖于国际贸易,因为船舶价值的很大一部分取决于从世界各国采购的中间投入。快速发展的技术也带来了经济变革--技术更先进的公司效率更高,未来将占据更大的市场份额。本文第一部分分析了造船业价值链的系统性,评估了数字技术在高效价值创造链中创造的附加值,第二部分介绍了研究方法--相关回归分析和 SAW 方法,第三部分评估了造船业的发展趋势。
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引用次数: 0
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Mokslas - Lietuvos ateitis
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