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Effect of Mn-content of ER5356 welding rods on mechanical properties of Al-alloys joints ER5356 焊条的锰含量对铝合金接头机械性能的影响
IF 2.3 Q2 Engineering Pub Date : 2024-04-17 DOI: 10.3389/fmech.2024.1351922
Xianpeng Ni, Shaohua Xu, Hua Mu
Introduction: Compared with imported welding wire, domestic aluminum alloy welding wire has more internal inclusion defects. To improve the welding quality and reliability of aluminum alloy, the welding performance of aluminum alloy was improved by adding different content of Mn element.Methods: ER5356 aluminum alloy ingot with different Mn content (0.05% and 0.15%) was prepared by semi-continuous casting and gravity casting. After stretching, the mechanical properties and microstructure of ER5356 aluminum alloy were studied. In addition, the microstructure, microhardness and mechanical behavior of ER5356 aluminum alloy welding wire with 6082 and 7005 aluminum alloy joints were studied.Results and Discussion: Compared with gravity casting, the yield strength and tensile strength of ER5356 (0.15% Mn) were increased by 12.8% and 3.17% respectively. The head influence zone of the joint made of metal wire containing 0.15% Mn is slightly wider than that of the joint made of ER535 (0.05% Mn) containing 0.05% Mn. The quality of ER5356 aluminum alloy welding wire blocked by semi-continuous casting is better than that of ER5356 aluminum alloy welding wire blocked by gravity casting method. Mn element can improve the metal deposition process in welding.Conclusion: The research method can improve the welding current control and welding quality, and has important practical significance in improving the mechanical properties of welding seams.
简介与进口焊丝相比,国产铝合金焊丝的内部夹杂缺陷较多。为了提高铝合金的焊接质量和可靠性,通过添加不同含量的锰元素来改善铝合金的焊接性能:方法:通过半连续铸造和重力铸造制备了不同含锰量(0.05% 和 0.15%)的 ER5356 铝合金铸锭。拉伸后,研究了 ER5356 铝合金的力学性能和显微组织。此外,还研究了 ER5356 铝合金焊丝与 6082 和 7005 铝合金接头的显微组织、显微硬度和机械性能:与重力铸造相比,ER5356(0.15% Mn)的屈服强度和抗拉强度分别提高了 12.8%和 3.17%。锰含量为 0.15%的金属丝制成的接头的头部影响区略宽于锰含量为 0.05%的 ER535(锰含量为 0.05%)制成的接头。采用半连续铸造法封头的 ER5356 铝合金焊丝的质量优于采用重力铸造法封头的 ER5356 铝合金焊丝。锰元素可以改善焊接中的金属沉积过程:该研究方法可改善焊接电流控制和焊接质量,对提高焊缝力学性能具有重要的现实意义。
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引用次数: 0
Experimental investigation of tungsten–nickel–iron alloy, W95Ni3.5Fe1.5, compared to copper monolithic bullets 钨-镍-铁合金 W95Ni3.5Fe1.5 与铜单质子弹的对比实验研究
IF 2.3 Q2 Engineering Pub Date : 2024-04-16 DOI: 10.3389/fmech.2024.1383341
T. Abhishek, Dola Sundeep, C. Chandrasekhara Sastry, K. V. Eswaramoorthy, Gagan Chaitanya Kesireddy, B. V. Siva Reddy, Rakesh Kumar Verma, Sachin Salunkhe, R. Čep, Emad S. Abouel Nasr
The demand for improved small arms ammunition has led to exploring advanced materials and manufacturing techniques. This research investigates the machining characteristics of CM and WNF alloy bullets, aiming to enhance ballistic performance and durability.Bullet profile-making trials were conducted to evaluate the impact of machining parameters such as cutting speed and feed. The study also considered variables including surface roughness, cutting temperature, and hardness, alongside a detailed morphological analysis, The evaluation utilized an orthogonal array and MCDM approach, incorporating the TOPSIS method for decision-making processes.The findings reveal that WNF alloy bullets exhibit 3.01% to 27.95% lower machining temperatures, 24.88%-61.85% reduced surface roughness, and 19.45%-34% higher microhardness compared to CM bullets. Moreover, CM bullets demonstrated higher machining temperatures, resulting in 47.53% increased tool flank wear. WNF bullets showed a 24.89% reduction in crater wear and a 38.23% decrease in compressive residual stress in bullet profiles, indicating superior machining performance.The superior machining performance of WNF alloy bullets suggests their potential to improve the ballistic performance and durability of small arms ammunition. The reduced tool wear and favorable machining parameters highlight WNF alloy's advantages for military and defense applications. A ballistic impact analysis using a finite element method (FEM) model in Abaqus software further supports the potential of WNF alloy bullets, providing a solid foundation for future advancements in bullet manufacturing technologies.
对改良小型武器弹药的需求促使人们探索先进的材料和制造技术。本研究调查了 CM 和 WNF 合金子弹的加工特性,旨在提高弹道性能和耐用性。进行了子弹轮廓制造试验,以评估切削速度和进给量等加工参数的影响。与 CM 子弹相比,WNF 合金子弹的加工温度降低了 3.01% 至 27.95%,表面粗糙度降低了 24.88% 至 61.85%,显微硬度提高了 19.45% 至 34%。此外,CM 子弹的加工温度更高,导致刀具侧面磨损增加 47.53%。WNF 子弹的弹坑磨损减少了 24.89%,子弹轮廓的压缩残余应力降低了 38.23%,这表明 WNF 合金子弹具有优异的机加工性能。减少刀具磨损和有利的加工参数凸显了 WNF 合金在军事和国防应用方面的优势。利用 Abaqus 软件中的有限元法 (FEM) 模型进行的弹道冲击分析进一步证实了 WNF 合金子弹的潜力,为未来子弹制造技术的进步奠定了坚实的基础。
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引用次数: 0
Efficient design of sandwich panels with cellular truss cores and large phononic band gaps using surrogate modeling and global optimization 利用代理建模和全局优化,高效设计具有蜂窝桁架芯和大声波带隙的夹芯板
IF 2.3 Q2 Engineering Pub Date : 2024-04-16 DOI: 10.3389/fmech.2024.1329345
Viviana Meruane, Ignacio Puiggros, Ruben Fernandez, Rafael O. Ruiz
Recent advancements in additive manufacturing technologies and topology optimization techniques have catalyzed a transformative shift in the design of architected materials, enabling increasingly complex and customized configurations. This study delves into the realm of engineered cellular materials, spotlighting their capacity to modulate the propagation of mechanical waves through the strategic creation of phononic band gaps. Focusing on the design of sandwich panels with cellular truss cores, we aim to harness these band gaps to achieve pronounced wave suppression within specific frequency ranges. Our methodology combines surrogate modeling with a comprehensive global optimization strategy, employing three machine learning algorithms—k-Nearest Neighbors (kNN), Random Forest Regression (RFR), and Artificial Neural Networks (ANN)—to construct predictive models from parameterized finite element (FE) analyses. These models, once trained, are integrated with Particle Swarm Optimization (PSO) to refine the panel designs. This approach not only facilitates the discovery of optimal truss core configurations for targeted phononic band gaps but also showcases a marked increase in computational efficiency over traditional optimization methods, particularly in the context of designing for diverse target frequencies.
增材制造技术和拓扑优化技术的最新进展催化了结构材料设计的变革,使其配置日益复杂和个性化。本研究深入探讨了工程蜂窝材料领域,重点关注其通过战略性地创建声波带隙来调节机械波传播的能力。我们将重点放在带有蜂窝桁架核心的夹层板设计上,旨在利用这些带隙在特定频率范围内实现明显的波抑制。我们的方法将代用建模与全面的全局优化策略相结合,采用三种机器学习算法--最近邻算法(kNN)、随机森林回归算法(RFR)和人工神经网络算法(ANN)--从参数化的有限元分析中构建预测模型。这些模型经过训练后,与粒子群优化(PSO)相结合,完善面板设计。这种方法不仅有助于发现针对目标声波带隙的最佳桁架核心配置,还展示了与传统优化方法相比计算效率的显著提高,尤其是在针对不同目标频率进行设计的情况下。
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引用次数: 0
Dynamic modeling and optimization of an eight bar stamping mechanism based on RBF neural network PID control 基于 RBF 神经网络 PID 控制的八杆冲压机构的动态建模与优化
IF 2.3 Q2 Engineering Pub Date : 2024-04-12 DOI: 10.3389/fmech.2024.1374491
Dongsheng Ma, Juchen Li
Introduction: Modern industrial manufacturing often requires the eight-bar stamping mechanism to have high motion accuracy and stability. To meet these stringent requirements, traditional control techniques such as proportional-integral-derivative (PID) control need to be improved.Methods: In this study, radial basis function neural network is introduced to improve the traditional proportional integral derivative control technique. The improved proportional integral derivative technique is applied to the modeling and optimization of eight kinds of bar stamping mechanisms.Results: Comparing the improved control technology, the experiment showed that the peak time and adjustment time of the improved technology were 0.516 s and 1.038 s, respectively, which are better than the comparative control technology. In addition, in the comparative analysis of the eight bar stamping mechanism, the proposed architecture scored 9.3 points in operational efficiency, which is significantly greater than the comparative architecture.Discussion: The results show that the combination of PID control strategy and radial basis function neural network provides a powerful tool for dynamic modeling and optimization of eight-bar stamping mechanism. It not only provides enhanced motion accuracy and stability, but also brings significant practicality to industrial manufacturing. This integration opens up new possibilities for improving the performance of complex mechanical systems to meet the evolving needs of modern manufacturing.
简介现代工业制造通常要求八杆冲压机构具有较高的运动精度和稳定性。为了满足这些严格的要求,需要改进传统的控制技术,如比例积分导数(PID)控制:本研究引入径向基函数神经网络来改进传统的比例积分导数控制技术。方法:本研究引入径向基函数神经网络对传统的比例积分导数控制技术进行改进,并将改进后的比例积分导数控制技术应用于八种棒材冲压机构的建模和优化:实验表明,改进后的控制技术的峰值时间和调整时间分别为 0.516 s 和 1.038 s,均优于对比控制技术。此外,在八杆冲压机构的对比分析中,所提出的架构在运行效率上得到了 9.3 分,明显高于对比架构:结果表明,PID 控制策略与径向基函数神经网络的结合为八杆冲压机构的动态建模和优化提供了强有力的工具。它不仅提高了运动精度和稳定性,还为工业制造带来了显著的实用性。这种集成为提高复杂机械系统的性能以满足现代制造业不断发展的需求开辟了新的可能性。
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引用次数: 0
Innovative framework for effective service parts management in the automotive industry 汽车行业有效服务配件管理的创新框架
IF 2.3 Q2 Engineering Pub Date : 2024-04-11 DOI: 10.3389/fmech.2024.1361688
B. S. Nathan, B. V. Siva Reddy, C. C. Sastry, J. Krishnaiah, K. V. Eswaramoorthy
Effective service parts management and demand forecasting are crucial for optimizing operations in the automotive industry. However, existing literature lacks a comprehensive framework tailored to the specific context of the Thai automotive sector. This study addresses this gap by proposing a strategic approach to service parts management and demand forecasting in the Thai automotive industry. Drawing on a diverse set of methodologies, including classical time series models and advanced machine learning techniques, various forecasting models were assessed to identify the most effective approach for predicting service parts demand. Categorization of service parts based on demand criteria was conducted, and decision rules were developed to guide stocking strategies, balancing the need to minimize service disruptions with cost optimization. This analysis reveals substantial cost savings potential through strategic stocking guided by the developed decision rules. Furthermore, evaluation of the performance of different forecasting models recommends the adoption of Support Vector Regressor (SVR) as the most accurate model for forecasting service parts demand in this context. This research contributes to the automotive service industry by providing a nuanced framework for service parts management and demand forecasting, leading to cost-effective operations and enhanced service quality. The findings offer valuable insights for practitioners and policymakers seeking to improve efficiency and sustainability in the Thai automotive sector.
有效的服务配件管理和需求预测对于优化汽车行业的运营至关重要。然而,现有文献缺乏针对泰国汽车行业具体情况的综合框架。本研究针对这一空白,提出了泰国汽车行业服务零件管理和需求预测的战略方法。通过借鉴各种方法,包括经典时间序列模型和先进的机器学习技术,对各种预测模型进行了评估,以确定预测服务配件需求的最有效方法。根据需求标准对服务零件进行了分类,并制定了决策规则,以指导库存策略,同时兼顾尽量减少服务中断和优化成本的需要。这项分析表明,在所制定的决策规则指导下进行战略备货,具有极大的成本节约潜力。此外,通过对不同预测模型的性能进行评估,建议采用支持向量回归模型(SVR)作为预测服务零件需求的最准确模型。这项研究为服务零件管理和需求预测提供了一个细致入微的框架,有助于汽车服务行业实现经济高效的运营并提高服务质量。研究结果为寻求提高泰国汽车行业效率和可持续性的从业人员和政策制定者提供了宝贵的见解。
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引用次数: 0
The application of virtual synchronous generator technology in inertial control of new energy vehicle power generation 虚拟同步发电机技术在新能源汽车发电惯性控制中的应用
IF 2.3 Q2 Engineering Pub Date : 2024-04-10 DOI: 10.3389/fmech.2024.1382664
Meng Du, Hailong Mei
Introduction: With the rapid development of human society and economy, the power generation technology of various new energy vehicles has begun to receive widespread attention.Methods: Due to the lack of inertia and frequency stability in the new energy vehicle power generation system, this paper proposes a power generation control method that combines linear active disturbance rejection control technology and virtual synchronous generator technology. This method first introduces the control strategy and inertial response of the virtual synchronous generator. Then, it uses linear active disturbance rejection control technology to improve the virtual synchronous generator technology to deal with the uncertainty and external interference in the system.Results: The results showed that when the virtual inertia coefficient was 0, and the new energy vehicles would hardly intervene in the regulation of the grid voltage. When the virtual inertia coefficient was 5, the decline rate of the DC bus voltage of new energy vehicles had slowed down. When the virtual inertia coefficient increased, the power output of new energy vehicles can be increased to the grid. When the load suddenly increased, and the corresponding DC bus voltage decreased more slowly. In the VSG output power comparison, under the research method, the frequency fluctuation only increased by 0.09 Hz and returned to the rated frequency of 50 Hz. Additionally, the dynamic process of the system output power was the shortest, lasting only 0.05 s.Discussion: The above results show that the research method has significant superiority and effectiveness in improving the inertial response and overall stability of the new energy vehicle power system.
简介:随着人类社会和经济的快速发展,各种新能源汽车的发电技术开始受到广泛关注:随着人类社会和经济的快速发展,各种新能源汽车的发电技术开始受到广泛关注:由于新能源汽车发电系统缺乏惯性和频率稳定性,本文提出了一种线性有源干扰抑制控制技术与虚拟同步发电机技术相结合的发电控制方法。该方法首先介绍了虚拟同步发电机的控制策略和惯性响应。然后,利用线性有源干扰抑制控制技术改进虚拟同步发电机技术,以应对系统中的不确定性和外部干扰:结果表明,当虚拟惯性系数为 0 时,新能源汽车几乎不会干预电网电压的调节。当虚拟惯性系数为 5 时,新能源汽车直流母线电压下降速度减缓。当虚拟惯性系数增大时,新能源汽车对电网的功率输出会增加。当负载突然增加时,相应的直流母线电压下降更慢。在 VSG 输出功率对比中,在研究方法下,频率波动仅增加了 0.09 Hz,并恢复到额定频率 50 Hz。此外,系统输出功率的动态过程最短,仅持续 0.05 秒:上述结果表明,该研究方法在提高新能源汽车动力系统的惯性响应和整体稳定性方面具有显著的优越性和有效性。
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引用次数: 0
Strategic insights in manufacturing site selection: a multi-method approach using factor rating, analytic hierarchy process, and best worst method 制造业选址的战略洞察力:使用因素评级、层次分析法和最佳最差法的多种方法
IF 2.3 Q2 Engineering Pub Date : 2024-04-05 DOI: 10.3389/fmech.2024.1392543
Parveen Sharma, Kashmir Singh Ghatorha, Amardeep Singh Kang, Lenka Cepova, Ajay Kumar, R. K. Phanden
The current study focuses on selecting the most suitable site location for a manufacturing industry using the Factor Rating Method (FRM). The study considers six key factors: Raw Materials Availability, Location, Availability of Labor, Transport, Availability of Utilities, and Environmental Impact. The FRM assign weights to each factor based on their relative importance. The results indicate that Raw Materials Availability holds the highest weight, suggesting its critical influence on site selection decisions. Subsequently, the Analytic Hierarchy Process (AHP) and Best Worst Method (BWM) are utilized to prioritize three available location alternatives through pairwise criteria comparisons. The analysis reveals that Location C emerges as the most favorable option, effectively meeting the manufacturing industry’s requirements. The successful application of these methods demonstrates their value in aiding decision-making processes related to site location selection. By considering multiple factors and utilizing structured methodologies, organizations can make informed choices aligned with their specific needs and goals. This research contributes to the existing body of knowledge by providing insights into effective site selection strategies for the manufacturing industry. Further research opportunities exist in incorporating additional factors, addressing real-world constraints, and conducting sensitivity analyses to enhance the accuracy and applicability of site location decision-making.
本研究的重点是使用因素评级法(FRM)为制造业选择最合适的厂址。研究考虑了六个关键因素:原材料供应、地理位置、劳动力供应、交通、公用设施供应和环境影响。FRM 根据各因素的相对重要性为其分配权重。结果表明,原材料可用性的权重最高,表明其对选址决策具有关键影响。随后,利用层次分析法(AHP)和最佳最差法(BWM),通过成对标准比较对三个备选地点进行优先排序。分析结果表明,地点 C 是最有利的选择,能有效满足制造业的要求。这些方法的成功应用证明了它们在协助与厂址选择相关的决策过程中的价值。通过考虑多种因素并利用结构化方法,企业可以做出符合其特定需求和目标的明智选择。这项研究为制造业的有效选址战略提供了见解,从而为现有知识体系做出了贡献。进一步的研究机会还在于纳入更多因素、解决现实世界中的限制因素以及进行敏感性分析,以提高选址决策的准确性和适用性。
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引用次数: 0
Numerical study on the optimized thickness of layer configuration against the 7.62 APM2 projectile 针对 7.62 APM2 弹丸的优化厚度层配置的数值研究
IF 2.3 Q2 Engineering Pub Date : 2024-04-04 DOI: 10.3389/fmech.2024.1322640
Divyanshu S. Morghode, D. G. Thakur, Sachin Salunkhe, Lenka Cepova, Emad S. Abouel Nasr
This study aimed to select suitable materials and optimize the thickness of these materials so that they could prevent the perforation of 7.62-mm AP bullets at 830 m/s impact velocity. A numerical method is used to analyze the impact on layered configurations of Al2O3 and Al 7075-T651 to fulfill this aim. In order to optimize the thickness of the armor, normal impact and angular impact conditions were considered. Initially, a 20-mm Al2O3 front plate with a 20-mm Al 7075-T651 back plate is analyzed for layered configuration. Back plate thickness is reduced in steps to 10 mm such that no plastic deformation is observed on the rear side of the target. For further optimization of weight, the thickness of the Al2O3 plate is reduced to 18 mm. The weight of this configuration is 1.77 kg, and the areal density is 97.22 kg/m2. This configuration is analyzed for target orientations such as 80°, 70°, and 60°. In this analysis, the projectile deformed in a mushroom shape for 90° and 80° target orientations, while for 70° and 60° target orientations, the projectile experienced more damage on the shank part. The most effective configuration with the highest degree of ballistic performance is a layered combination of the 18-mm Al2O3 front plate and 10-mm Al 7075-T651 back plate at 70° target orientation.
本研究旨在选择合适的材料并优化这些材料的厚度,使其能够防止 7.62 毫米 AP 子弹在 830 米/秒的冲击速度下穿孔。为实现这一目标,采用数值方法分析了对 Al2O3 和 Al 7075-T651 分层结构的冲击。为了优化装甲厚度,考虑了正常冲击和角度冲击条件。首先,对 20 毫米的 Al2O3 前板和 20 毫米的 Al 7075-T651 后板进行分层配置分析。背板厚度逐级减小到 10 毫米,这样就不会在目标后侧观察到塑性变形。为进一步优化重量,Al2O3 板的厚度减至 18 毫米。这种配置的重量为 1.77 千克,平均密度为 97.22 千克/平方米。对这种配置进行了目标方向分析,如 80°、70° 和 60°。在分析中,90°和 80°目标方向的弹丸变形为蘑菇状,而 70°和 60°目标方向的弹丸在柄部受到的破坏更大。弹道性能最高的最有效配置是在 70° 靶向下,18 毫米 Al2O3 前板和 10 毫米 Al 7075-T651 后板的分层组合。
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引用次数: 0
The role of muscle forces in neck comfort for static seating: a pilot study 肌肉力量在静态座椅颈部舒适度中的作用:一项试点研究
IF 2.3 Q2 Engineering Pub Date : 2024-04-04 DOI: 10.3389/fmech.2024.1373545
Obidah Alawneh, Basaam Rassas, Xianzhi Zhong, Jason Xi, R. Faieghi, Fengfeng Xi
Aircraft seats play a key role in the competition between aircraft companies seeking to differentiate themselves in terms of passengers’ inflight experience. The seat design process relies on computational and experimental methods based on subjective measures, such as comfort rating questionnaires, and objective comfort indicators of seat-occupant interaction, such as contact pressure distribution and muscle activation. Previous studies around muscle activity for seating comfort assessment have primarily focused on more active scenarios or active systems. As such, there are limited studies about the role of muscle force in normal and relaxed sitting conditions, common in aircraft settings. This paper explores the relationship between activities of the neck muscles, sternocleidomastoid, and upper trapezius, measured from human participants seated sedentarily on conventional business aircraft seats and their perceived comfort with different backrest inclinations. The results show, for normal seating without neck pillow, no significant association is found between the backrest inclination and the neck’s comfort or muscle activation. For general seating across different backrest inclinations, a positive medium correlation between muscle activation and comfort is found in upper trapezius (R = 0.5332, p = 0.0187). This work serves as a pilot study of this new approach of comfort evaluation using muscle feedback in seat designing processes and highlights the posterior’s effect to seating experience in the neck region.
飞机座椅在飞机公司之间的竞争中发挥着关键作用,这些公司都希望在乘客的机上体验方面实现差异化。座椅设计过程依赖于计算和实验方法,这些方法基于主观测量,如舒适度评分问卷,以及座椅与乘客互动的客观舒适度指标,如接触压力分布和肌肉活动。以往围绕肌肉活动进行座椅舒适性评估的研究主要集中在更活跃的场景或活跃的系统上。因此,关于肌肉力量在正常和放松坐姿条件下的作用的研究非常有限,而这在飞机环境中很常见。本文探讨了在传统公务机座椅上静坐的人体参与者测量到的颈部肌肉、胸锁乳突肌和斜方肌上端的活动与他们对不同靠背倾斜度的舒适感之间的关系。结果表明,对于没有颈枕的普通座椅,靠背倾斜度与颈部舒适度或肌肉激活之间没有明显关联。对于不同靠背倾斜度的普通座椅,发现斜方肌上部的肌肉激活与舒适度之间存在正相关(R = 0.5332,p = 0.0187)。这项工作是在座椅设计过程中使用肌肉反馈进行舒适度评估的新方法的试点研究,并强调了后枕对颈部区域座椅体验的影响。
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引用次数: 0
Navigating uncertain distribution problem: a new approach for resolution optimization of transportation with several objectives under uncertainty 不确定配送问题的导航:在不确定情况下解决优化多个目标运输的新方法
IF 2.3 Q2 Engineering Pub Date : 2024-04-04 DOI: 10.3389/fmech.2024.1389791
Vishwas Deep Joshi, Medha Sharma, Ajay Kumar, Lenka Cepova, Rakesh Kumar, Namrata Dogra
Amidst uncertainty, decision-making in manufacturing becomes a central focus due to its complexity. This study explores complex transportation constraints and uses novel ways to guide manufacturers. The Multi-objective Stochastic Linear Fractional Transportation Problem (MOSLFTP) is a crucial tool for managing supply chains, manufacturing operations, energy distribution, emergency routes, healthcare logistics, and other related areas. It adeptly addresses uncertainty, transforming efficiency and effectiveness in several domains. Stochastic programming is the process of converting theoretical probabilities into concrete certainties. The artistic compromise programming technique acts as a proficient mediator, reconciling opposing objectives and enabling equitable decision-making. This novel approach also addresses the Multi-objective Stochastic Linear plus Linear Fractional Transportation Problem (MOSLPLFTP), which involves two interconnected issues. The effectiveness of these principles is clearly shown with the help of the LINGO® 18 optimization solver. This study uses a ranking method to compare the similar methods to solve the current problems. A meticulously designed example acts as a significant achievement, shedding light on our method in a practical setting. It serves as a distinctive instrument, leading manufacturers through the maze of uncertainty and assisting them in determining the most advantageous course of action. This journey involves subtle interactions between complexity and simplicity, uncertainty is overcome by decisiveness, and invention is predominant.
在不确定性中,制造业的决策因其复杂性而成为关注的焦点。本研究探讨了复杂的运输约束条件,并采用新颖的方法为制造商提供指导。多目标随机线性分数运输问题(MOSLFTP)是管理供应链、生产运营、能源分配、紧急路线、医疗物流和其他相关领域的重要工具。它能巧妙地解决不确定性问题,提高多个领域的效率和效益。随机编程是将理论概率转化为具体确定性的过程。艺术化的折衷编程技术就像一个熟练的调解员,调和对立的目标,实现公平决策。这种新颖的方法还能解决多目标随机线性加线性分数运输问题(MOSLPLFTP),该问题涉及两个相互关联的问题。在 LINGO® 18 优化求解器的帮助下,这些原则的有效性得到了清晰的展示。本研究采用排序法对解决当前问题的类似方法进行比较。精心设计的示例是一项重大成就,它揭示了我们的方法在实际环境中的应用。它作为一种独特的工具,引领制造商穿越不确定性的迷宫,帮助他们确定最有利的行动方案。在这一过程中,复杂性和简单性之间产生了微妙的互动,不确定性被果断性所克服,而发明则占据了主导地位。
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引用次数: 0
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