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Legal provision of social protection of employees in the conditions of martial law 戒严状态下雇员社会保障的法律规定
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/141
L. Vakariuk, O. Bernaziuk, N. Blok, O. Serdiuk, N. Zilnyk
Purpose. To study changes in legal provisions regarding social protection of employees because of legal restrictions put into effect during martial law. To develop recommendations for clarifying the legal provisions of specified restrictions. To propose ways and directions of strengthening protection of the social rights of employees (SRE). Methodology. General and special methods of cognition are used: hermeneutic method – for the interpretation of legal provisions of legislative acts, which regulate legal provision of SRE; analysis and synthesis – to study changes in legal provision of SRE; induction and deduction – to develop recommendation on clarifying the legal provisions of normative restrictions on SRE: analytical, formal legal and special legal methods – to determine the ways and directions of strengthening protection of SRE. Findings. The changes in the legal framework for the protection of SRE because of legal restrictions put into effect during martial law are studied and presence of some inconsistencies in legal provisions is indicated, which requires clarification of new legal concepts and the application of indicating norms. The need for a well-founded implementation of a dispositive approach to rules for protection of SRE is pointed out and as well as for an imperative approach to the rules that the employer must follow. It is proposed to weaken the tendency to oust collective agreements from the legal field. Normalization of feedback between legislators and public organizations and trade unions is proposed. Originality. Insufficiency of the legal conditions-indicators in normative-legislative field regarding introduction of SRE narrowing and limitation of the legal possibilities for their protection are pointed out. Recommendations to clarify the legal provisions of regulatory restrictions of SRE are developed. Ways and directions of strengthening the protection of SRE are proposed. Practical value. The introduction of indicating norms and the implementation of the proposed recommendations will contribute to the strengthening of SRE protection.
目的研究有关雇员社会保护的法律规定因戒严期间实施的法律限制而发生的变化。提出建议,以澄清特定限制的法律规定。提出加强保护雇员社会权利(SRE)的方法和方向。方法。使用了一般和特殊的认知方法:诠释法--用于解释规范雇员社会权利法律规定的立法法案的法律规定;分析和综合--研究雇员社会权利法律规定的变化;归纳和演绎--制定关于澄清雇员社会权利规范性限制的法律规定的建议;分析、正式法律和特殊法律方法--确定加强雇员社会权利保护的方式和方向。研究结果。研究了保护性教育的法律框架因戒严期间实施的法律限制而发生的变化,并指出了法律规定中存在的一些不一致之处,这就需要澄清新的法律概念和适用说明性规范。报告指出,有必要对保护性剥削和性虐待的规则采取有理有据的执行方式,并对雇主必须遵守的规则采取强制方式。建议削弱将集体协议排除在法律领域之外的倾向。建议将立法者与公共组织和工会之间的反馈正常化。独创性。指出了规范性立法领域的法律条件--指标的不足之处,这些条件--指标涉及引入自 愿性就业缩小和限制法律保护的可能性。提出了关于明确社会责任教育监管限制的法律规定的建议。提出了加强社会责任教育保护的方法和方向。实用价值。引入指示性规范和实施拟议建议将有助于加强对社会责任教育的保护。
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引用次数: 0
Analysis and prediction of surface settlements during the digging of underground mining works (Algeria) 地下采矿工程挖掘期间地表沉降的分析和预测(阿尔及利亚)
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/061
M. A. R. Morsli, S. Berdoudi, A. Hafsaoui, A. I. Kanli, M. Ferfar
Purpose. To analyze, study and predict surface settlements during the digging of a tunnel in an urban area located in the Algerian capital and to take the necessary measures. Methodology. Based on the physical and mechanical parameters and the geological characteristics of the actual traversed layer, and taking into account the geometric parameters of the tunnel, the mechanical model is established, and the numerical simulation is designed to determine the settlement deformation and displacement of the overlying zone under mining disturbance. Findings. Due to the impact of the excavation works, the land will undergo large deformations such as collapse. So, it is necessary to take corrective measures to limit its effect on the surrounding environment and protect urban areas. Originality. The application of a complex of methods allowed providing a predictive assessment of the safety of mining workings in urban conditions. The study was conducted in two main stages; a geotechnical characterization in situ and in the laboratory to determine the necessary properties of the soil and rock mass used in our model, and in a second step, the development of feedback analysis using numerical modelling based on the data collected. Practical value. From this study, the results obtained seem to show vertical displacements that exceed international standards in urban areas (1/1000, which can induce significant ground movements and therefore an influence on the surrounding environment. As a solution, there is a possibility of reducing the deformations by improving the mechanical properties of the soil carrying the project using the Jet-Grouting technique – the technique has shown its effectiveness in reducing settlements with a reduction rate of 78 %.
目的分析、研究和预测在阿尔及利亚首都城市地区挖掘隧道时的地表沉降,并采取必要的措施。方法。根据实际穿越层的物理力学参数和地质特征,并考虑到隧道的几何参数,建立力学模型,并设计数值模拟,以确定采矿扰动下上覆层的沉降变形和位移。研究结果。由于开挖工程的影响,土地会发生较大的变形,如塌陷。因此,有必要采取纠正措施,以限制其对周围环境的影响,保护城市区域。原创性。应用多种方法对城市采矿工程的安全性进行了预测评估。研究分两个主要阶段进行:在原地和实验室进行岩土工程特征描述,以确定模型中使用的土壤和岩体的必要属性;第二步,根据收集到的数据,使用数字模型进行反馈分析。实用价值。从这项研究中得出的结果显示,垂直位移似乎超过了城市地区的国际标准(1/1000),这可能会引起明显的地面运动,从而对周围环境造成影响。作为一种解决方案,有可能通过使用喷射路由技术改善承载工程的土壤的机械性能来减少变形--该技术在减少沉降方面显示出其有效性,减少率高达 78%。
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引用次数: 0
Data analysis solutions to improve blasting efficiency in mining 提高采矿爆破效率的数据分析解决方案
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/039
Dao Hieu, Pham Thanh Loan
Purpose. To build an identification model to determine the appropriate explosion parameters value with reasonable cost. To optimize blasting works design at each blast site with the calculation of delay time based on the model used. Methodology. Blasting for mining is an issue of utilizing the most of explosive energy in order to achieve the highest smashing ability and the smallest level of vibration. In modern explosive techniques, the total amount of explosive is divided into parts to detonate after differential time intervals. This solution creates interference between stress waves causing the durability of rock structures to be reduced and the blasting efficiency to be improved. Although delay time plays an important role in this method, so far its value is still calculated empirically at the blast site due to the irregular characteristic of the rock environment. Technical design parameters for explosion including delay time has been also determined from smart analysis software and simulation models. However, their applicability is limited because of high payments and strict implementation conditions. The method proposed in the study overcomes this drawback and its effectiveness is proven by the process of analyzing experimental data at Nui Beo Mountain of Vietnam. Findings. An identification model is developed based on the information including: explosion delay time value; average propagation speed of the vibration wave; maximum amplitude of the vibration wave. Originality. Basic data analysis software and an artificial neural network model are used. A new data analysis algorithm is established to determine the optimal explosion delay time value. Practical value. A simple and reasonable-cost solution is formed for improving the efficiency of blasting in mining.
目的。建立一个识别模型,以合理的成本确定适当的爆炸参数值。根据所使用的模型计算延迟时间,优化每个爆破点的爆破工程设计。方法。采矿爆破是一个利用最大爆炸能量以达到最高粉碎能力和最小振动水平的问题。在现代爆破技术中,炸药总量被分成若干部分,在不同的时间间隔后引爆。这种方法会在应力波之间产生干扰,从而降低岩石结构的耐久性,提高爆破效率。虽然延迟时间在这种方法中起着重要作用,但由于岩石环境的不规则特性,到目前为止,其值仍是在爆破现场根据经验计算得出的。包括延迟时间在内的爆破技术设计参数也是通过智能分析软件和模拟模型确定的。然而,由于高昂的费用和严格的实施条件,其适用性受到限制。本研究提出的方法克服了这一弊端,其有效性已在越南 Nui Beo 山的实验数据分析过程中得到证实。研究结果。根据爆炸延迟时间值、振动波平均传播速度、振动波最大振幅等信息建立了识别模型。原创性。使用了基本数据分析软件和人工神经网络模型。建立了一种新的数据分析算法,以确定最佳爆炸延迟时间值。实用价值。为提高采矿爆破效率提供了一种简单、成本合理的解决方案。
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引用次数: 0
Information support for management of energy-saving economic development of enterprises 为企业节能经济发展管理提供信息支持
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/175
V. Prokhorova, O. Yemelyanov, O. Koleshchuk, N. Antonenko, A. Zaitseva
Purpose. Formation of theoretical and methodological approaches to structuring information provision and assessing its significance for achieving energy-saving economic development of enterprises. Methodology. In the research process, the following methods were used: economic-mathematical modeling, grouping, generalization, system analysis, etc. Findings. The conditions under which energy-saving economic development takes place at enterprises have been formalized. Methodological principles of quantitative and qualitative assessment of the level of such development are proposed. The array of information necessary for managing the energy-saving economic development of enterprises is structured. Based on a sample of 150 Ukrainian enterprises that consume natural gas, the level of energy-saving economic development is assessed. The importance of information management of this development is substantiated. Originality. The methods for grouping the types of economic development of the enterprise by highlighting a new classification characteristic, namely: the nature of the relationship between the change in the value of a certain financial and economic result of the enterprise’s activity and the change in its consumption of a certain type (types) of energy resources, have gained further development. Methodological principles for assessing the impact of the quality of information support on the performance of enterprises have been improved through the substantiation of the approach, which determines the impact of the completeness of information support for the management of energy-saving economic development of enterprises on its level. An approach to structuring an array of information for managing energy-saving economic development of enterprises is proposed, which, unlike the existing ones, involves taking into account the hierarchical nature of the array of data. Practical value. The obtained results can be used by enterprises when evaluating the dynamics of their economic results in comparison with changes in the amount of consumption of energy resources and when forming information support for the management of energy-saving economic development.
目的形成构建信息提供的理论和方法,并评估其对实现企业节能经济发展的意义。研究方法。在研究过程中使用了以下方法:经济数学模型、分组、归纳、系统分析等。研究结果。正式确定了企业节能经济发展的条件。提出了对这种发展水平进行定量和定性评估的方法原则。构建了企业节能经济发展管理所需的一系列信息。以 150 家乌克兰天然气消费企业为样本,对节能经济发展水平进行了评估。证明了信息管理对节能经济发展的重要性。独创性。通过突出新的分类特征(即:企业活动的某一财务和经济成果的价值变化与某一类型(种类)能源资源消耗量变化之间的关系性质)对企业经济发展类型进行分组的方法得到了进一步发展。评估信息支持质量对企业绩效影响的方法论原则通过对确定企业节能经济发展管理信息支持完整性对其水平影响的方法的证实得到了改进。提出了一种构建企业节能经济发展管理信息阵列的方法,与现有方法不同的是,这种方法考虑到了数据阵列的层次性。实用价值。企业可根据能源资源消耗量的变化情况,评估其经济成果的动态变化,并为节能经济发展管理提供信息支持。
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引用次数: 0
Dual form of education within the framework of contemporary educational trends in Ukraine 乌克兰当代教育趋势框架内的双重教育形式
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/156
P. Zakharchenko, O. Romanenko, L. Alaverdian, R. Dymenko, S. Tsymbal
As a result of the reforms carried out in our society, great changes are taking place in the education system. Taking into account the prospects and priorities of the economic development, modern equipment and technological trends, the urgent problem is the fundamental improvement of the quality of personnel training necessary for the industries and sectors of the economy. Existing work experience of an employee is highly valued by companies, so its absence is the main obstacle for those who are looking for a job for the first time. Many young people fall into a vicious circle: they cannot find their first job, cannot get a job, because they do not have work experience. The practice of mentoring has a large-scale impact on promoting youth employment and is one of the main reasons for reducing youth unemployment. Purpose. The main goal of the research is to study the peculiarities of the organization of the educational process in the conditions of dual education of students. Methodology. Research methods can be divided into two categories – theoretical ones: systematic analysis, synthesis, generalization, analysis of philosophical, pedagogical, psychological, methodological and technical issues related to the research problem, and experimental ones: observation, conversation, monitoring, survey and testing, pedagogical experiment. Innovative methods are introduced into the research process; they are used during lectures, seminars, practical classes, business games, projects, simulation modeling of problem situations, thematic conferences with the participation of employers. Despite certain shortcomings, the dual system of training is one of the successful models of cooperative training and production, which can be used as an innovative type of organization of targeted training. Findings. The work considers the main aspects of the organization of specialist training in the conditions of interaction between educational institutions and enterprises. After all, the organization of the training process at the enterprise according to the dual form of obtaining education is aimed at the formation of special knowledge, abilities and skills necessary for the performance of qualified professional activities. Originality. The authors considered the concept of the development of the system of dual-form education in Ukraine in modern conditions, which takes into account the historical chronology of the formation of this process, formalizes individual stages and initiates the principles of planning the future development of this domestic system in institutions of higher education. Practical value. The results of this study can be applied by scientific and pedagogical teams of educational institutions of higher and vocational education, as well as by representatives of employers who implement a dual education system.
由于我国社会进行的改革,教育系统正在发生巨大变化。考虑到经济发展的前景和重点、现代设备和技术发展趋势,当务之急是从根本上提高各行业和经济部门所需的人员培训质量。企业非常重视员工的现有工作经验,因此,缺乏工作经验是初次求职者的主要障碍。许多年轻人陷入了一个恶性循环:他们找不到第一份工作,找不到工作,因为他们没有工作经验。指导实践对促进青年就业具有重大影响,也是降低青年失业率的主要原因之一。目的。研究的主要目的是研究在学生接受双重教育的条件下组织教育过程的特殊性。研究方法。研究方法可分为两类--理论方法:系统分析、综合、概括、分析与研究问题有关的哲学、教育学、心理学、方法学和技术问题;实验方法:观察、谈话、监测、调查和测试、教学实验。在研究过程中引入创新方法;在讲座、研讨会、实践课、商业游戏、项目、问题情境模拟建模、有雇主参与的专题会议中使用这些方法。尽管存在一些不足,但双元制培训是合作培训和生产的成功模式之一,可作为有针对性培训的创新组织类型。研究结果这项工作考虑了在教育机构和企业互动的条件下组织专业培训的主要方面。毕竟,按照获得教育的双重形式在企业组织培训过程的目的是培养从事合格职业活动所需的特殊知识、能力和技能。独创性。作者提出了在现代条件下发展乌克兰双元制教育体系的概念,该概念考虑到了这一过程形成的历史时序,将各个阶段正规化,并提出了在高等教育机构中规划这一国内体系未来发展的原则。实用价值。高等教育和职业教育机构的科学和教学团队,以及实施双元制教育的雇主代表均可应用本研究成果。
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引用次数: 0
Study of leakage current in underground mine power network: a case study in mining in Vietnam 矿井地下电网泄漏电流研究:越南矿业案例研究
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/086
Nguyen Truong Giang, Do Nhu Y, Nguyen Thac Khanh, Ngo Xuan Cuong
Purpose. To determine DC leakage current in mine power network with long DC power transmission. Methodology. Nowadays, the increase in capacity and working depth leads to the use of DC power transmission, which has many benefits both economically and technically in mining. However, the appearance of DC power transmission changes the structure of the network. In the underground mine power network, there will be electrical networks with industrial frequency 50 Hz, DC power networks, and power networks after variable frequency inverters. The correlation of these network parameters complicates leakage protection in the mine power network. For DC power transmission in mining, the DC network parts have a large length, so during the working process, electricity leakage in these parts of the network often occurs. Leakage current in a DC network depends not only on DC network parameters but also on AC network parameters. The article uses analytical methods and simulation methods on Matlab/Simulink software to determine leakage currents in underground mine power networks with DC transmission when there is a change in power network parameters. Findings. The research results show that the leakage current value of the DC network is greatly affected when the insulation parameters of the electrical network change, not only in the DC power network but also in the AC network before and after the inverter. This causes the unreliable operation of the leakage protection device in this DC transmission network. Originality. Calculation model and simulation of DC leakage current in underground mine power networks with long DC transmission in mining in Vietnam Practical value. The research results are the basis for calculating and selecting leakage protection equipment for the purpose of improving safety in underground mining in Vietnam.
目的。确定矿井电网中长距离直流输电的直流泄漏电流。方法。如今,随着产能和工作深度的增加,直流输电在矿山中的使用在经济和技术上都有很多好处。然而,直流输电的出现改变了电网的结构。在矿山井下电网中,会有工频 50 赫兹的电网、直流电网和变频逆变器后的电网。这些网络参数的相关性使矿井电网的漏电保护变得复杂。对于矿用直流输电而言,直流电网部分长度较大,因此在工作过程中,这些部分的电网经常出现漏电现象。直流电网中的泄漏电流不仅取决于直流电网参数,还取决于交流电网参数。文章利用 Matlab/Simulink 软件上的分析方法和仿真方法,确定当电网参数发生变化时,采用直流输电的矿井下电网中的泄漏电流。研究结果。研究结果表明,当电网绝缘参数发生变化时,直流电网的泄漏电流值会受到很大影响,不仅是直流电网,逆变器前后的交流电网也会受到影响。这就造成了漏电保护装置在该直流输电网络中的不可靠运行。原创性。越南矿山长距离直流输电的矿山井下电网直流泄漏电流的计算模型与仿真 实用价值。研究成果是计算和选择漏电保护设备的依据,以提高越南地下采矿的安全性。
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引用次数: 0
Efficiency and seismic safety of constructing underground structures in complex rock masses 在复杂岩体中建造地下结构的效率和地震安全性
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/067
O. Ishchenko, O. P. Strilets
Purpose. To develop new resource-saving method of underground construction and evaluate how effective it is, to set thresholds for safe seismic ground vibrations which accompany explosions during breaking in mine workings. Methodology. The work used method of analysing mining and geological conditions of workings, field surveys of rock conditions in face, experiments are conducted on rock samples taken from blasting sites, more detailed data are obtained on rock properties, type and direction of development of crack systems along the workings cross-section by funneling method and approved research methods in accordance with current State Standards. Findings. Research has been carried out to determine main features of physical and mechanical properties of rocks, fracture and tectonic structure of rock mass and development of fracture systems. According to the results of ejection funnel parameters, the anisotropy coefficient was calculated, and according to data on identification of crack systems and their density, fracture coefficient was calculated. The experimental data obtained were used to adjust rational distances between contour boreholes and along the entire cross-section of working face. Based on corrected drilling and blasting operations (DBO), experimental explosions were carried out in workings. It was established that the borehole utilisation rate (BUR) was 0.95–0.97, uniformity of rock mass crushing was achieved, and explosive material consumption was reduced by 10–15 %. Instrumental measurements of explosion impact in workings proved seismic ground vibrations at protected facilities amounted to 0.4 cm/s with a duration of 0.05 s, which did not exceed the State Standard. Originality. Optimal DBO parameters are substantiated based on changes in numerical parameters of anisotropy and fracture coefficient, as well as radius of fracture zone along the cross-section of working face. The idea of forming a shielding zone along the contour of workings with explosive charges having an elongated symmetrical cut was confirmed and technically implemented. Practical value. Laboratory and field research results are fundamental for designing borehole layouts along workings and refer to major initial data used to justify design parameters of blasting chart.
目的。开发新的井下施工资源节约型方法,并评估其效果如何,为矿井破掘过程中伴随爆炸的安全地震地面振动设定阈值。方法。这项工作采用的方法包括:分析工作面的采矿和地质条件;对工作面的岩石条件进行实地勘察;对从爆破现场提取的岩石样本进行实验;通过漏斗法获得有关岩石性质、沿工作面横截面裂缝系统的类型和发展方向的更详细数据;以及根据现行国家标准批准的研究方法。研究结果。通过研究,确定了岩石物理和机械特性、岩体断裂和构造结构以及裂隙系统发展的主要特征。根据喷射漏斗参数的结果,计算了各向异性系数;根据裂缝系统及其密度的识别数据,计算了断裂系数。利用获得的实验数据调整了等高线钻孔之间以及工作面整个横截面的合理距离。根据修正后的钻孔和爆破作业(DBO),在工作面进行了爆炸试验。结果表明,钻孔利用率(BUR)为 0.95-0.97,岩体破碎均匀,爆炸材料消耗减少 10-15%。对工作面爆炸影响的仪器测量证明,受保护设施的地震地面振动为 0.4 厘米/秒,持续时间为 0.05 秒,未超过国家标准。原创性。根据各向异性和断裂系数数值参数的变化,以及沿工作面横截面断裂带半径的变化,证实了最佳 DBO 参数。证实并在技术上实现了用具有细长对称切口的炸药沿工作面轮廓形成屏蔽区的想法。实用价值。实验室和野外研究成果是沿工作面设计钻孔布局的基础,也是证明爆破图设计参数的主要初始数据。
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引用次数: 0
Substantiation of the technological parameters of bucket-wheel excavator forward trench when mining titanium deposits 开采钛矿床时斗轮挖掘机前进沟技术参数的论证
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/005
M. Chebanov, H. Pcholkin, A. Makurin, O. Lozhnikov
Purpose. To justify the parameters of the technological scheme of working out an advanced overburden bench by a bucket-wheel excavator, to reduce the cost of overburden work at Pit 7 of Vilnohirsk Mining and Metallurgical Plant. Methodology. Setting the parameters of the technological scheme of the bucket-wheel excavator was performed by the graphic-analytical method, which involves taking into account the technical characteristics of the mining machine, the physical and mechanical properties of the mining rocks and the stable slope angle of the advanced overburden bench. The substantiation of the effectiveness of application of the technological scheme with a forward trench was made by the technical and economic calculation of the specific costs on overburden works. Findings. The possibility of increasing the height of the overburden bench when using a technological scheme with a forward trench was evaluated. Reasonable parameters of the forward trench, in which the bucket-wheel excavator can develop a forward pit bench with a capacity of 40 m with a stable slope angle of 30°. This allows reducing the amount of mining haulage equipment and reducing overburden costs by up to 50 %. Originality. The minimum slope angle of the overburden slope at the maximum digging height of the ERShR-1600-40/7 excavator, which is equal to 40° at a slope height of 40 m, was established. The dependence of the resulting slope angle of on the re-excavation coefficient of the mining rock mass was established. This makes it possible to assert that when this angle is increased the re-excavation rate will decrease. It was established that at the applying technological scheme with a forward trench in the conditions of Vilnohirsk MMP, the coefficient of overburden re-excavation will be k = 0.09. Practical value. A technological scheme for the development of an advanced overburden bench by the bucket-wheel excavator with a forward trench allows increasing its developed bench height. This makes it possible to reduce the operational cost for overburden works by refuse from haulage mining system with dump trucks.
目的论证轮斗挖掘机先进覆土工作台技术方案的参数,以降低维尔诺希尔斯克采矿冶金厂 7 号坑道覆土工作的成本。方法。通过图形分析法确定斗轮挖掘机技术方案的参数,其中包括考虑采矿机械的技术特性、采矿岩石的物理和机械特性以及先进覆土工作台的稳定坡角。通过对覆土工程的具体成本进行技术和经济计算,证实了采用前进沟技术方案的有效性。研究结果评估了采用前向掘进技术方案增加覆土台阶高度的可能性。前方坑道的合理参数,其中轮斗挖掘机可开发出一个容量为 40 米的前方坑道台阶,稳定坡角为 30°。这样可以减少采矿运输设备的数量,并将覆土成本最多降低 50%。独创性。确定了 ERShR-1600-40/7 型挖掘机在最大挖掘高度时覆盖层边坡的最小坡角,即在边坡高度为 40 米时为 40°。还确定了所产生的坡角与采矿岩体的再开挖系数之间的关系。因此可以断言,当该角度增大时,再开挖率将降低。根据研究结果,在维尔诺希尔斯克采矿和冶金计划条件下,采用前向沟槽技术方案时,覆岩再开挖系数为 k = 0.09。实用价值。利用带前倾沟槽的斗轮挖掘机开发先进的覆土台阶技术方案可以增加台阶的开发高度。这样就可以通过使用自卸卡车运输采矿系统中的垃圾来降低覆土工程的运营成本。
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引用次数: 0
Accounting for a positive, negative and zero sequences power in a three-phase unbalanced electrical system 计算三相不平衡电力系统中的正序功率、负序功率和零序功率
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/093
O. Bialobrzheskyi, A. Postil, S. Yakimets
Purpose. Based on the instantaneous electrical power of a three-phase asymmetric system of sinusoidal periodic current, to determine positive, negative, zero-sequences active and reactive power, as well as invariance power factor. Methodology. In the unbalance case in three-phase electrical system, the electrical energy quality is evaluated by means on voltage and current positive, negative, zero-sequences. At the same time, similar components of active and reactive power have not received practical distribution. But it is precisely in terms of power that electricity is accounted for. The instantaneous power orthogonal components in the time domain are determined using the symmetrical components of voltage and current. Active, reactive powers of positive, negative and zero-sequences are allocated. The result obtained has the property of representativeness, which most of the known results lack. Findings. The three-phase system’s instantaneous power components are analytically determined, including the amplitudes of the oscillating power components. The need to take into account the oscillating instantaneous power components has been proven by means of a graphical interpretation of a special case of the three-phase system mode. As an integral indicator that takes into account the oscillating components of the three-phase system instantaneous power, its root-mean-square value over the repetition period is used. Originality. By calculating the transformer efficiency of the studied model according to the active power positive sequence and the same indicator according to the active power as a whole, it was established, that the component sequence separation affects the results of calculating the generalized indicators, including the power transmission system objects. This can lead to erroneous judgments about the efficiency of the specified facilities functioning. Practical value. The invariance power factor was used to characterize the electrical energy quality level of a three-phase sinusoidal current system in an unbalanced mode.
目的。根据正弦周期电流三相不对称系统的瞬时电功率,确定正序、负序、零序有功功率和无功功率,以及不变功率因数。方法在三相电力系统不平衡的情况下,通过电压和电流的正序、负序和零序来评估电能质量。与此同时,有功功率和无功功率的类似成分并未得到实际分配。但电能正是以功率来计算的。时域中的瞬时功率正交分量是通过电压和电流的对称分量确定的。分配正序、负序和零序的有功功率和无功功率。获得的结果具有代表性,而大多数已知结果都缺乏这种代表性。研究结果通过分析确定了三相系统的瞬时功率分量,包括振荡功率分量的幅值。通过对三相系统模式特殊情况的图形解释,证明了考虑振荡瞬时功率分量的必要性。作为考虑到三相系统瞬时功率振荡分量的积分指标,使用了其在重复周期内的均方根值。独创性通过根据有功功率正序计算研究模型的变压器效率,以及根据有功功率整体计算同一指标,确定了分量序列分离会影响包括输电系统对象在内的通用指标的计算结果。这可能导致对指定设施运行效率的错误判断。实用价值。不变功率因数用于描述不平衡模式下三相正弦电流系统的电能质量水平。
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引用次数: 0
Automated building damage detection on digital imagery using machine learning 利用机器学习自动检测数字图像上的建筑物损坏情况
Q3 Engineering Pub Date : 2023-12-23 DOI: 10.33271/nvngu/2023-6/134
V. Kashtan, V. Hnatushenko
Purpose. To develop an automated method based on machine learning for accurate detection of features of a damaged building on digital imagery. Methodology. This article presents an approach that employs a combination of unsupervised machine learning techniques, specifically Principal Component Analysis (PCA), K-means clustering, and Density-Based Spatial Clustering of Applications with Noise (DBSCAN), to identify building damage resulting from military conflicts. The PCA method is utilized to identify principal vectors representing the directions of maximum variance in the data. Subsequently, the K-means method is applied to cluster the feature vector space, with the predefined number of clusters reflecting the number of principal vectors. Each cluster represents a group of similar blocks of image differences, which helps to identify significant features associated with fractures. Finally, the DBSCAN method is employed to identify areas where points with similar characteristics are located. Subsequently, a binary fracture mask is generated, with pixels exceeding the threshold being identified as fractures. Findings. The introduced methodology attains an accuracy rate of 98.13 %, surpassing the performance of conventional methods such as DBSCAN, PCA, and K-means. Furthermore, the method exhibits a recall of 82.38 %, signifying its ability to effectively detect a substantial proportion of positive examples. Precision of 58.54 % underscores the methodology’s capability to minimize false positives. The F1 Score of 70.90 % demonstrates a well-balanced performance between precision and recall. Originality. DBSCAN, PCA and K-means methods have been further developed in the context of automated detection of building destruction in aerospace images. This allows us to significantly increase the accuracy and efficiency of monitoring territories, including those affected by the consequences of military aggression. Practical value. The results obtained can be used to improve automated monitoring systems for urban development and can also serve as the basis for the development of effective strategies for the restoration and reconstruction of damaged infrastructure.
目的开发一种基于机器学习的自动方法,用于准确检测数字图像上受损建筑物的特征。方法。本文介绍了一种结合使用无监督机器学习技术的方法,特别是主成分分析(PCA)、K-均值聚类和基于密度的噪声应用空间聚类(DBSCAN),以识别军事冲突造成的建筑物损坏。PCA 方法用于识别代表数据最大方差方向的主向量。随后,采用 K-means 方法对特征向量空间进行聚类,预定义的聚类数量反映了主向量的数量。每个聚类代表一组相似的图像差异块,有助于识别与断裂相关的重要特征。最后,采用 DBSCAN 方法来识别具有相似特征的点所在的区域。随后,生成二元断裂掩码,将超过阈值的像素识别为断裂。研究结果引入的方法准确率达到 98.13%,超过了 DBSCAN、PCA 和 K-means 等传统方法。此外,该方法的召回率为 82.38%,表明它能够有效地检测到相当大比例的正面实例。精确度为 58.54 %,突出了该方法将误报率降至最低的能力。F1 分数为 70.90 %,显示了精确度和召回率之间的良好平衡。独创性在航空航天图像中建筑物破坏的自动检测方面,DBSCAN、PCA 和 K-means 方法得到了进一步发展。这使我们能够大大提高监测领土(包括受军事侵略后果影响的领土)的准确性和效率。实用价值。所取得的成果可用于改进城市发展的自动监测系统,也可作为制定恢复和重建受损基础设施的有效战略的基础。
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Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu
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