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SIMULATION MODELING OF LOGGING HARVESTER MOVEMENTS DURING SELECTIVE LOGGING 选择性采伐过程中采伐机移动的模拟模型
Q3 Engineering Pub Date : 2024-07-24 DOI: 10.5937/jaes0-50146
K. Rukomojnikov, Tatiana Sergeeva
The purpose of this research is to substantiate the mathematical regularities of the harvester operation, allowing for rapid technical calculations of labor costs with a sufficient level of reliability when performing various logging operations. The article describes the simulation model of harvester movement in the cutting area, created by the authors to analyze the operation of the harvester at various logging sites. Examples of visualization of the program and the results obtained with its use are given. Four-factor experimental plan was drawn up with varying factors at four levels. The results obtained during the simulation have been statistically processed. The analyzed elements of the cycle time are: the average time of pointing the manipulator at a tree, the average time of moving a fallen tree to the processing zone and the average time of moving the harvester between working positions per felled tree. The regression dependencies obtained as a result of the analysis are based on four indicators. Such indicators are: the total stock of wood per hectare, the share of the felled component of the stand, the amount of undergrowth (rowan, bird cherry, willow, etc.) in the cutting area, the average volume of the tree in the cutting area. The found patterns give the researcher a general idea of the effectiveness of the equipment in specific natural conditions of cutting areas. The use of the acquired knowledge in the analysis of harvester performance will improve the accuracy of planning the work of logging crews.
这项研究的目的是证实收割机运行的数学规律性,以便在进行各种伐木作业时以足够的可靠性对人工成本进行快速技术计算。文章介绍了作者创建的收割机在伐区移动的模拟模型,用于分析收割机在不同伐木场的运行情况。文章举例说明了程序的可视化以及使用该程序获得的结果。制定了四因素实验计划,在四个层次上改变因素。对模拟过程中获得的结果进行了统计处理。周期时间的分析要素包括:机械手指向一棵树的平均时间、将倒下的树移至加工区的平均时间以及每砍伐一棵树在工作位置之间移动收割机的平均时间。分析得出的回归依赖关系基于四个指标。这些指标包括:每公顷木材总蓄积量、林分中被砍伐部分所占比例、砍伐区域内灌木丛(楸树、稠李、柳树等)的数量、砍伐区域内树木的平均体积。根据发现的模式,研究人员可以大致了解设备在伐区特定自然条件下的有效性。在分析收割机性能时使用所获得的知识将提高伐木人员工作规划的准确性。
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引用次数: 0
RISK MITIGATION AS A MEDIATING FACTOR IN THE RELATIONSHIP BETWEEN TOP MANAGEMENT SUPPORT AND CONSTRUCTION PROJECT PERFORMANCE 风险缓解是高层管理支持与建筑项目绩效之间关系的中介因素
Q3 Engineering Pub Date : 2024-06-13 DOI: 10.5937/jaes0-48671
I. Nyoman, Yudha Astana, Nyoman Aribudiman, Anak Agung, Ngurah Agung, Aditya Widajaya
Construction projects are complex and high-risk activities. Project risks can come from various factors, such as technical, environmental, social, and economic factors. Top management support and project risk mitigation are critical factors influencing construction project performance. This research analyzes the influence of top management support and project risk mitigation on construction project performance. This research method uses a quantitative statistical approach based on primary data collected through questionnaires distributed to 50 construction companies in Bali Province, randomly selected from the population of construction companies that comprise large, medium, and small qualifications. Secondary data was obtained through a relevant literature review, which includes three variables, i.e., top management support, project risk mitigation, and construction project performance. The research shows that top management support and project risk mitigation significantly influence construction project performance. Top management support increases worker motivation and productivity, efficiency, work effectiveness, and work quality and safety in construction projects. Meanwhile, risk mitigation improves projects through control, time estimation, information presentation, worker motivation, technology, and resources. In addition, project risk mitigation is a mediating variable in the relationship between top management support and construction project performance.
建筑项目是复杂而高风险的活动。项目风险可能来自各种因素,如技术、环境、社会和经济因素。高层管理支持和项目风险缓解是影响建筑项目绩效的关键因素。本研究分析了高层管理支持和项目风险缓解对建筑项目绩效的影响。本研究采用定量统计方法,通过向巴厘省 50 家建筑公司发放调查问卷收集第一手数据,这些公司是从具有大、中、小型资质的建筑公司中随机抽取的。二级数据通过相关文献综述获得,其中包括三个变量,即高层管理支持、项目风险缓解和施工项目绩效。研究表明,高层管理支持和项目风险缓解对建筑项目绩效有重大影响。高层管理支持能提高建筑项目中工人的积极性和生产力、工作效率、工作效果以及工作质量和安全。同时,风险缓解可以通过控制、时间估算、信息展示、工人积极性、技术和资源来改善项目。此外,项目风险缓解也是高层管理支持与建筑项目绩效之间关系的中介变量。
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引用次数: 0
3D DOCUMENTATION OF CULTURAL HERITAGE USING TERRESTRIAL LASER SCANNING 利用地面激光扫描技术进行文化遗产三维记录
Q3 Engineering Pub Date : 2024-06-12 DOI: 10.5937/jaes0-50414
Arli Llabani, Freskida Abazaj
This study presents a comprehensive exploration of the application of terrestrial laser scanning (TLS) technology for the 3D documentation of cultural heritage, focusing on the iconic Clock Tower of Tirana as a case study. Terrestrial laser scanning has emerged as a powerful tool in the field of cultural heritage preservation, offering a non-intrusive and highly accurate method for capturing the intricate details of historical structures. The research employs state-of-the-art TLS equipment to create a detailed 3D model of the Clock Tower, a prominent cultural landmark in Tirana, Albania. The methodology involves scanning the exterior of the tower, capturing its architectural features, ornate decorations, and historical elements. The high precision of TLS facilitates the generation of a point cloud, enabling the creation of an accurate digital replica that serves as a valuable resource for conservation, research, and education. The study also explores the challenges and benefits associated with TLS technology in the context of cultural heritage documentation. Issues such as data processing, registration, and integration of multiple scans are addressed, emphasizing the importance of a meticulous approach to ensure the reliability of the 3D model. Additionally, the research highlights the potential of the digital model in supporting conservation efforts, risk assessment, and virtual tourism, promoting accessibility and understanding of cultural heritage for a wider audience. The findings of this study contribute to the growing body of knowledge on 3D documentation techniques for cultural heritage preservation and provide insights into the specific application of terrestrial laser scanning in the context of the Clock Tower of Tirana. The results underscore the significance of leveraging advanced technologies to safeguard and promote the rich cultural heritage embedded in historical structures, fostering a deeper appreciation for the past while ensuring its preservation for future generations
本研究以地拉那标志性建筑地拉那钟塔为案例,全面探讨了地面激光扫描(TLS)技术在文化遗产三维记录中的应用。地面激光扫描已成为文化遗产保护领域的一个强大工具,它提供了一种非侵入式的高精度方法来捕捉历史建筑的复杂细节。这项研究采用了最先进的 TLS 设备,为阿尔巴尼亚地拉那的著名文化地标--钟楼创建了一个详细的三维模型。该方法包括扫描钟楼外部,捕捉其建筑特征、华丽装饰和历史元素。TLS 的高精度有助于生成点云,从而创建一个精确的数字复制品,作为保护、研究和教育的宝贵资源。本研究还探讨了 TLS 技术在文化遗产文献方面的挑战和优势。研究探讨了数据处理、注册和多扫描整合等问题,强调了采用细致方法确保三维模型可靠性的重要性。此外,研究还强调了数字模型在支持保护工作、风险评估和虚拟旅游方面的潜力,促进了更多受众对文化遗产的访问和了解。这项研究的结果为文化遗产保护三维记录技术方面不断增长的知识做出了贡献,并为地面激光扫描在地拉那钟楼中的具体应用提供了见解。研究结果强调了利用先进技术保护和宣传历史建筑中蕴含的丰富文化遗产的重要意义,在确保为子孙后代保存文化遗产的同时,也促进了对过去的深入了解。
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引用次数: 0
RESTORATION OF LARGE MODULAR TEETH OF BALL MILL GEARS BY ELECTRO-SLAG SURFACE 通过电渣表面修复球磨机齿轮的大型模块齿
Q3 Engineering Pub Date : 2024-06-11 DOI: 10.5937/jaes0-49369
Toty Buzauova, Baglan Smailova, Igor Bartenev, Kunsulu Davletova
This article is devoted to researching the possibility of restoring straight-toothed large-module gears by electro-slag surfacing of individual defective teeth. During the work, an installation was designed and manufactured to restore gears that do not require further machining. A comparative analysis of the proposed technology with the traditional surfacing technique was carried out, paying attention to variables such as the composition of the surfacing material used, process parameters, stabilization of the electro-slag process, and ensuring the geometric dimensions and profile of the tooth. The study results demonstrate that the proposed technology provides higher hardness and wear resistance of remanufactured parts compared to traditional methods.
本文致力于研究通过电渣堆焊个别缺陷齿来修复直齿大型模块齿轮的可能性。在这项工作中,设计并制造了一种装置,用于修复不需要进一步加工的齿轮。对所提出的技术与传统堆焊技术进行了比较分析,并关注了一些变量,如所用堆焊材料的成分、工艺参数、电渣工艺的稳定性,以及确保齿的几何尺寸和轮廓。研究结果表明,与传统方法相比,拟议的技术能使再制造部件具有更高的硬度和耐磨性。
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引用次数: 0
ROAD TRAFFIC ACCIDENTS FACTOR ON RURAL ARTERIAL ROADS 农村主干道道路交通事故系数
Q3 Engineering Pub Date : 2024-06-11 DOI: 10.5937/jaes0-49183
Novita Sari, Siti Malkhamah, L. Suparma
In Indonesia, traffic accidents occur on 23.55% of national roads and 75.08% of rural roads. The rural roads were identified as accident-prone areas. As a result, unsafe roads hinder population mobility, disrupt daily life, and reduce access to education, employment, and essential services, thereby affecting the well-being and development of rural communities. To identify the dominant factors that influence the frequency of collisions, a more thorough analysis of the multifactorial causes of traffic accidents in accident-prone areas is necessary. This study focused on analyzing the factors that contribute to road traffic accidents. Cross-tabulation was done using chi-square analysis. The chi-square test does not assume a normal distribution of data, which is beneficial when dealing with real-world data that may not follow normal distribution patterns. This flexibility makes it a robust choice for analyzing traffic accident data, which can be highly variable and not normally distributed. The results of the chi-square analysis for significance values below 0.05 indicate that there is a correlation between accident-causing factors (the independent variable) and collision frequency (the dependent variable). The results indicate that human factors, such as carelessness and high speed, as well as road and environmental factors, such as horizontal alignment, road width, clear zone, road signs, road markings, and land use, influence traffic accidents. Infrastructure factors such as horizontal alignment, road width, clear zones, shoulders, signs, and markings influence traffic accidents because they directly impact road user safety. Non-standard road geometry (horizontal alignment, road width, shoulder width, and clear zone) combined with incomplete road safety facilities (signs and markings) have the potential to cause traffic accidents. Therefore, harmonizing road geometry and equipment is necessary to improve arterial road safety, especially in accident-prone areas. Furthermore, speed management across a variety of land uses is required to reduce traffic accidents.
在印度尼西亚,23.55% 的国道和 75.08% 的乡村道路都发生过交通事故。农村道路被确定为事故多发区。因此,不安全的道路阻碍了人口流动,扰乱了日常生活,减少了获得教育、就业和基本服务的机会,从而影响了农村社区的福祉和发展。为了确定影响碰撞频率的主导因素,有必要对事故多发地区交通事故的多因素原因进行更深入的分析。本研究重点分析了导致道路交通事故的因素。交叉分析采用了卡方分析法。卡方检验并不假定数据呈正态分布,这在处理可能不遵循正态分布模式的真实世界数据时非常有利。这种灵活性使其成为分析交通事故数据的可靠选择,因为交通事故数据可能变化很大,而且不呈正态分布。显著性值低于 0.05 的卡方分析结果表明,事故诱因(自变量)与碰撞频率(因变量)之间存在相关性。结果表明,粗心大意和高速行驶等人为因素,以及水平线、道路宽度、净空区、道路标志、道路标线和土地利用等道路和环境因素都会影响交通事故。基础设施因素(如水平线、路宽、净空区、路肩、标志和标线)会影响交通事故,因为它们直接影响道路使用者的安全。不标准的道路几何形状(水平线、道路宽度、路肩宽度和净空区)加上不完善的道路安全设施(标志和标线),都有可能导致交通事故。因此,有必要统一道路几何形状和设备,以改善干道安全,尤其是在事故多发区。此外,要减少交通事故,还需要对各种土地用途的车速进行管理。
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引用次数: 0
BASES OF THE METHOD OF PHYSICAL MODELING OF THE PROCESS OF CRUSHING OF MUNICIPAL SOLID WASTE 城市固体废物破碎过程物理模型方法的基础
Q3 Engineering Pub Date : 2024-05-11 DOI: 10.5937/jaes0-48591
T. Khankelov, M. Irisbekova, K.J. Rustamov, D.K. Sabirova, Malokhat Abdukadirova, Otabek Ochildiev
A large number of studies are aimed at increasing the energy efficiency of grinding processes of various solid materials, while maintaining the values ​​of other important indicators, such as material consumption, productivity, etc. Based on this trend, a new method for physically modeling the process of grinding municipal solid waste (MSW) was proposed for the first time. Existing physical modeling techniques are designed for homogeneous and isotropic materials (for example, soil, crushed stone, snow, coal, etc.). The strength properties of solid waste vary widely due to the significant heterogeneity of their components. Consequently, when crushing solid waste, traditional crusher designs have low efficiency in terms of energy intensity, material intensity and product quality. The purpose of this work is to develop a new technique for physical modeling of the grinding process, based on the main principles of similarity theory and modeling, considering the properties of waste heterogeneity. As a result of the research, a block diagram of the physical modeling methodology for the interaction of the working bodies of impact crushing machines with solid waste was developed. A list of tasks for the modeling process and similarity criteria have been determined based on the development of rheological models of the “working body - municipal solid waste” system and the laws of mechanics that characterize the waste grinding process. Based on the developed similarity criteria, scale equations for the grinding process are substantiated and formulas are derived for determining the expected parameters of the original based on the parameters measured on the model. The developed methodology makes it possible to create a crusher design with improved energy efficiency indicators with the least material and labor costs.
大量研究旨在提高各种固体材料碾磨过程的能效,同时保持其他重要指标的数值,如材料消耗、生产率等。基于这一趋势,首次提出了一种对城市固体废物(MSW)碾磨过程进行物理建模的新方法。现有的物理建模技术是针对均质和各向同性材料(如土壤、碎石、雪、煤等)设计的。由于固体废弃物的成分具有显著的异质性,其强度特性差异很大。因此,在破碎固体废弃物时,传统的破碎机设计在能源强度、材料强度和产品质量方面效率较低。这项工作的目的是根据相似性理论和建模的主要原则,考虑到废物异质性的特性,开发一种新的碾磨过程物理建模技术。作为研究成果,开发出了反击式破碎机工作机构与固体废物相互作用的物理建模方法框图。根据 "工作机体-城市固体废弃物 "系统流变学模型的开发以及描述垃圾粉碎过程的力学定律,确定了建模过程的任务清单和相似性标准。根据所制定的相似性标准,对研磨过程的比例方程进行了论证,并推导出了根据模型测量参数确定原始参数预期值的公式。通过所开发的方法,可以设计出一种能效指标更高、材料和人工成本最低的破碎机。
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引用次数: 0
ENERGY EFFICIENCY OF A HYBRID ROAD TRAIN WITH AN ACTIVE SEMI-TRAILER FOR ROAD CONSTRUCTION WORK 带主动式半拖车的混合动力公路列车在公路建设工程中的能源效率
Q3 Engineering Pub Date : 2024-04-21 DOI: 10.5937/jaes0-48077
Alexey Vasiliev, R. Dobretsov, Sergey Voinash, Yurii Syromiatnykov, Alexandra Orekhovskaya, Ramil Zagidullin, Viktoriia Sokolova
The previous experience of creating experimental road trains with an active trailer and semi-trailer is analyzed against the background of modern technological capabilities of transport engineering and the logistical needs of modern construction. The expediency of implementing the concept of a road train with an active trailer based on modern electromechanical technologies is shown. The purpose of the study is to increase the energy efficiency of road trains used in construction for transporting long-length objects (beams, piles, bridge trusses, panels, etc.) by using an active trailer link with an electromechanical drive. The study solves the problem of modeling the movement of road trains with passive and active semi-trailers and comparing their energy efficiency and safety indicators. The methods of modeling the movement of cars and road trains, characteristic of the theory of movement of transport vehicles, approaches of theoretical mechanics and applications of differential calculus, applied numerical modeling in the SimuLink environment are used. A mathematical model has been obtained that allows calculating the energy efficiency of a road train when using passive (towed) and active semi-trailers. The cycle of the road train movement has been developed and tested for use in severe road conditions (construction with weak road infrastructure, forest complex, transportation of special cargo). The implementation of the computational model by means of the SimuLink software package is proposed. Based on the simulation results, conclusions are made on the energy efficiency and safety of road trains with an active trailer link with an electromechanical transmission.
在现代运输工程技术能力和现代建筑物流需求的背景下,分析了以往制造带主动拖车和半拖车的试验性公路列车的经验。结果表明,在现代机电技术的基础上实施带主动拖车的公路列车概念是可行的。研究的目的是通过使用带机电驱动的主动拖车连接,提高建筑工程中用于运输长距离物体(梁、桩、桥桁架、板等)的公路列车的能效。该研究解决了使用被动半挂车和主动半挂车的公路列车运行建模问题,并比较了它们的能效和安全指标。研究采用了汽车和公路列车运动建模方法、运输工具运动理论特点、理论力学方法和微分学应用、SimuLink 环境中的应用数值建模。通过建立数学模型,可以计算出公路列车在使用被动(牵引)和主动半挂车时的能源效率。已开发出公路列车运行周期,并在恶劣的道路条件下(道路基础设施薄弱的建筑、森林综合体、特殊货物运输)进行了测试。建议通过 SimuLink 软件包实施计算模型。根据模拟结果,对带有机电传动主动拖车连接装置的公路列车的能源效率和安全性做出了结论。
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引用次数: 0
THE FLEXURAL BEHAVIOR OF SUSTAINABLE LIGHTWEIGHT CONCRETE HOLLOW CORE SLABS 可持续轻质混凝土空心板的抗弯行为
Q3 Engineering Pub Date : 2024-04-21 DOI: 10.5937/jaes0-47131
Samer Abdulhussein, Esraa Jaafar, Maryam Rasheed
Hollow slabs are reinforced concrete slabs with voids that enable less concrete to be used. To promote sustainability goals, this type of slab reduces material use and enhances insulating characteristics. This paper presents an experimental program for studying the flexural behavior of the sustainable hollow Slab elements of lightweight concrete with three different ratios of mixes using additives to choose the best ratio, which is then compared to a solid model with the same concrete mix with the best characteristics to clarify the variations in the structural behavior of voided slabs. In this investigation, hollow slabs with circular plastic tubes of 50mm diameter and 1020 mm length were used, organized as continuous voids with 30 mm spacing between the tubes. Three slabs were created, each measuring 1020 mm long, 420 mm wide, and 100 mm thick. All three slabs were tested via four-point loading. The best mix ratio was chosen and used to build a robust model. To analyse the key advantages of this technology over typical solid slabs, this solid model was compared to the best-performing model among the three hollow core slabs. Several properties such as load-carrying capability, deflection, crack patterns, and failure modes were observed in all loading steps. The results showed that using uniformly distributed uniaxial voids in the slab reduced concrete use by 23% as compared to solid slabs, Notably, the specimen with 200 kg/m3 lightweight aggregate demonstrated greater crack distribution and crack breadth.
空心楼板是一种钢筋混凝土楼板,其中的空隙可以减少混凝土的使用量。为了促进可持续发展目标的实现,这种楼板可以减少材料的使用并提高隔热性能。本文提出了一个实验方案,用于研究轻质混凝土可持续空心板元件的弯曲行为,使用添加剂的三种不同比例的混合料选择最佳比例,然后与具有最佳特性的相同混凝土混合料的实心模型进行比较,以阐明空心板结构行为的变化。在这项研究中,使用了直径为 50 毫米、长度为 1020 毫米的圆形塑料管空心板,这些塑料管之间的间距为 30 毫米,形成连续的空隙。共制作了三块板,每块长 1020 毫米、宽 420 毫米、厚 100 毫米。对所有三块板都进行了四点加载测试。选出最佳混合比,并用于建立稳健的模型。为了分析该技术相对于典型实心楼板的主要优势,将该实心模型与三种空心楼板中性能最好的模型进行了比较。在所有加载步骤中,对承载能力、挠度、裂缝模式和破坏模式等几种属性进行了观察。结果表明,与实心板相比,在板中使用均匀分布的单轴空隙可减少 23% 的混凝土用量。
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引用次数: 0
DEVELOPMENT OF FRICTION STIR WELDING TOOL FOR HIGH-DENSITY POLY-ETHYLENE (HDPE)–CASE STUDY: FIBERGLASS COMPOSITE MATERIAL 高密度聚乙烯(HDPE)搅拌摩擦焊接工具的开发 - 案例研究:玻璃纤维复合材料
Q3 Engineering Pub Date : 2024-04-01 DOI: 10.5937/jaes0-46855
D. Arief, B. Wirjosentono, J. Koto, M. Dalil, Anita Susilawati
This study aims to develop an effective Friction Stir Welding (FSW) method for composite material of High-Density Poly-Ethylene (HDPE) Pipes. The development of welding tool, there was the addition of an external heating source on the shoulder and probe/pin to overcome the problem of lack of heat resulting from friction between the tool and the material to be welded. The case study was conducted to join the short fiberglass-HDPE composite with a type of ratio of 30% by weight of short fibre and 70% by weight of HDPE, which optimizing parameters such as rotating speed, welding speed, and preheating temperature. The FSW joining process for short fiberglass-HDPE composite sheets was carried out using a Fanuc Series 21i-M CNC milling machine as the driving tool with rotational speed (ω) varied in 3 conditions, namely 600 rpm, 800 rpm and 1000 rpm, and welding speed (v) or feeding at 5 mm/minutes and 10 mm/minutes. The temperature was controlled according to the liquid point of High-Density Poly-Ethylene, which was 130oC, and raised to 150oC and 170oC. The 12 pieces of thermocouple were used along the track on the material and jig plates at the top, middle and bottom. Then, the results of joining the sheets were made in the form of specimens with sizes according to ASTM 3039. The tensile tests of the specimens were carried out at a rate of 0.01 mm/s. The results showed the highest tensile strength was an average value of 24.52 MPa at a rotational speed of 800 rpm, the feeding of 5 mm/min and the temperature of 130oC. The lowest tensile strength was an average value of 17.54 MPa at a temperature of 170°C with a speed of 600 rpm.
本研究旨在为高密度聚乙烯(HDPE)管道复合材料开发一种有效的搅拌摩擦焊(FSW)方法。在开发焊接工具时,在肩部和探针/针上增加了外部加热源,以克服工具与待焊材料之间的摩擦导致的热量不足问题。案例研究以 30% 的短纤维重量比和 70% 的高密度聚乙烯重量比的短玻璃纤维-高密度聚乙烯复合材料为对象,对旋转速度、焊接速度和预热温度等参数进行了优化。使用 Fanuc 21i-M 系列数控铣床作为驱动工具,在 600 rpm、800 rpm 和 1000 rpm 3 种条件下改变旋转速度(ω),焊接速度(v)或进给速度为 5 毫米/分钟和 10 毫米/分钟,对短纤维玻璃纤维-高密度聚乙烯复合材料板材进行了 FSW 焊接工艺。温度根据高密度聚乙烯的液点(130 摄氏度)控制,并升至 150 摄氏度和 170 摄氏度。沿轨道在材料上使用了 12 个热电偶,并在顶部、中部和底部使用了夹具板。然后,根据 ASTM 3039 标准将板材连接成试样。试样的拉伸试验以 0.01 mm/s 的速度进行。结果显示,在转速为 800 转/分钟、进料速度为 5 毫米/分钟、温度为 130 摄氏度的条件下,拉伸强度最高,平均值为 24.52 兆帕。在温度为 170 摄氏度、转速为 600 转/分钟时,拉伸强度最低,平均值为 17.54 兆帕。
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引用次数: 0
VEHICLE ROUTING IN THE CASE OF UNCERTAIN CUSTOMER DEMANDS AND SOFT TIME WINDOWS: A NEURO-FUZZY LOGIC APPROACH 不确定客户需求和软时间窗口情况下的车辆路由选择:神经模糊逻辑方法
Q3 Engineering Pub Date : 2024-03-18 DOI: 10.5937/jaes0-47651
Dragan Radovanovic
Vehicle routing, with its many variants, is one of the most important and frequently solved problems in transportation engineering. The aim of this paper is to develop a decision-making support tool for addressing the issue of dispatching vehicles in scenarios characterized by uncertain demands within soft time windows. In real-world scenarios, it is not uncommon for customer demands to exhibit flexibility, where certain early arrivals or delays may be deemed acceptable. Therefore, this paper introduces vehicle routing in more realistic contexts, offering potential practical implementations. The methodology for solving the problem is based on a fuzzy logic system whose membership functions are additionally adjusted using a neural network. Such a tool, neuro-fuzzy logic, is suitable for solving a defined routing problem since it can consider all the mentioned uncertainties in the distribution systems. Each user is assigned a performance index that considers travel time, demand, and delivery time windows. Then, the performance index is used as input data in the proposed vehicle routing tool based on the Clarke-Wright algorithm. The described approach has been tested on a concrete example, mimicking a distribution network resembling real-world conditions, incorporating estimated travel times between customers. The results demonstrate that the proposed approach can effectively handle customer demands, with an average delay of 5.05 minutes during the 80-minute distribution. In future research, some environmental factors could be included in the proposed model. In addition, one of the directions of future research could be vehicle re-routing using the ideas from this paper.
车辆调度及其多种变体是运输工程中最重要和最常解决的问题之一。本文旨在开发一种决策支持工具,用于解决在软时间窗口内以不确定需求为特征的场景中调度车辆的问题。在现实世界中,客户需求表现出灵活性的情况并不少见,在这种情况下,某些提前到达或延误可能被认为是可以接受的。因此,本文介绍了在更现实的情况下的车辆路由选择,并提供了潜在的实际实施方案。解决问题的方法基于模糊逻辑系统,该系统的成员函数通过神经网络进行额外调整。神经模糊逻辑这种工具适用于解决确定的路由问题,因为它能考虑到配电系统中提到的所有不确定性。每个用户都被分配了一个性能指标,该指标考虑了旅行时间、需求和交付时间窗口。然后,性能指标被用作基于 Clarke-Wright 算法的拟议车辆路由工具的输入数据。所述方法已在一个具体实例中进行了测试,该实例模仿了与现实世界条件相似的配送网络,并纳入了客户之间的估计旅行时间。结果表明,所提出的方法能有效处理客户需求,在 80 分钟的配送过程中,平均延迟时间为 5.05 分钟。在未来的研究中,可以将一些环境因素纳入所提出的模型中。此外,未来研究的方向之一还可以是利用本文的观点重新安排车辆路线。
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Journal of Applied Engineering Science
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