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Predictive Modelling and Process Parameter Prediction for Monel 400 Wire Electrical Discharge Machining for Rocket Frames 火箭车架蒙奈尔400丝电火花加工预测建模及工艺参数预测
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0088
Thejasree Pasupuleti, Manikandan Natarajan, V Kumar, Lakshmi Narasimhamu Katta, Jothi Kiruthika, R Silambarasan
Due to their inherent properties and superior performance over titanium-based materials, nickel-based superalloys are widely utilized in the manufacturing industry. Monel 400 is among them. This nickel-copper alloy possesses exceptional corrosion resistance and mechanical properties. Monel 400 is primarily utilized in the chemical industry, heat exchangers, and turbine component manufacturing. Due to the properties of Monel 400, it is deemed as hard to machine materials with the aid of conventional methods. For investigating the performance of this process, a three-level analysis was carried out. Pulse on duration and applied current at three levels are the independent parameters used for designing the experiments. In this present article, a single-response analysis technique is used which is known as Taguchi to investigate the impact of the various process parameters on the output variables. They focused on three response factors namely the rate of material removal, deviation in the dimension, and perpendicularity error. An efficient predictive model has been developed with the help of regression analysis. To enhance the performance of Wire Electrical Discharge Machining (WEDM) process, Taguchi based grey approach has been adopted. The findings of the study revealed that the proposed approach could assist to enhance the overall effectiveness of the process.
<div class="section abstract"><div class="htmlview段落">由于其固有的性能和优于钛基材料的性能,镍基高温合金在制造业中得到了广泛的应用。Monel 400就是其中之一。这种镍铜合金具有优异的耐腐蚀性和机械性能。Monel 400主要用于化学工业、热交换器和涡轮部件制造。由于蒙乃尔400的特性,它被认为是难以用常规方法加工的材料。为了研究该工艺的性能,进行了三层次分析。脉冲持续时间和三个电平的施加电流是设计实验时使用的独立参数。在本文中,使用了一种称为田口的单响应分析技术来研究各种工艺参数对输出变量的影响。他们关注三个响应因素,即材料去除率、尺寸偏差和垂直度误差。利用回归分析建立了一个有效的预测模型。为了提高线切割加工的加工性能,采用了基于田口的灰色方法。研究结果显示,建议的方法可协助提高整个过程的效能。
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引用次数: 0
Computational Study on the Handling Performance of 125 cc Scooter to Electric Propulsion Using BIKESIM <sup>TM</sup> 基于BIKESIM &lt;sup&gt;TM&lt;/sup&gt;
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0158
Thehaleesan K V, Hariharan Sankarasubramanian
The penetration of Electric vehicle market in India has given rise to an eco-friendly, efficient mode of transport. This work aims to answer the question of whether a powertrain change from an internal combustion engine to electric motor in an existing IC powered 125cc scooter, will change the handling performance of the vehicle. This work was carried out using multi-body dynamics simulation software called BIKESIMTM. The moments of inertia and mass properties were identified by modelling the vehicle chassis, along with the two different powertrains. A 15.6% increase in the overall mass of the vehicle and a 5% increase in the moments of inertia in the pitch, roll and yaw directions when the powertrain is changed from ICE to electric. A slalom test simulation in BIKESIMTM was used to evaluate the differences in maneuverability when the powertrains were changed. The observations from the simulation show a significant change of around 20% in the lateral acceleration, 16.5% in steer angle and 18% in the lean angle when the powertrain is changed from ICE to electric. The rider parameters also experience a deviation as the rider effort and steering torque of the electric powertrain is 14% and 28.5% more than its ICE counterpart respectively. These percentage increases in the handling parameters conclude that the conversion of an existing ICE powertrain to electric powertrain although feasible, will put the rider at a scenario of handling a significantly different vehicle.
<div class="section abstract"><div class="htmlview段落">印度电动汽车市场的渗透催生了一种环保、高效的交通方式。这项工作旨在回答这样一个问题,即在现有的集成电路供电的125cc踏板车中,动力系统从内燃机改为电动机是否会改变车辆的操纵性能。这项工作是使用BIKESIM<sup>TM</sup>多体动力学仿真软件进行的。通过对车辆底盘以及两种不同的动力系统进行建模,确定了惯性矩和质量特性。当动力系统从内燃机改为电动时,车辆的总质量增加了15.6%,俯仰、侧滚和偏航方向的惯性矩增加了5%。在BIKESIM< TM</sup>用于评估动力系统改变时的机动性差异。仿真结果表明,当动力系统由内燃机改为电动时,横向加速度变化约20%,转向角变化16.5%,倾斜角变化18%。骑乘参数也出现了偏差,电动动力系统的骑乘力和转向扭矩分别比内燃机高出14%和28.5%。这些处理参数百分比的增加表明,将现有的内燃机动力系统转换为电动动力系统虽然是可行的,但将使骑手在处理一辆完全不同的车辆时处于一种情景。
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引用次数: 0
Approach to Develop Reliable Two-Wheeler EV Powertrains 开发可靠的两轮电动汽车动力系统的方法
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0101
Saravanabhavan Dheivasigamani, Chris Varghese Vattamala, Thulasirajan Ganesan, Praveen Chakrapani Rao
In the past decade, the transportation industry has witnessed a rapid transition from conventional fossil fuels to electric power. This shift has spurred diverse electrification initiatives spanning various vehicle categories, including E-cycles, 2-wheelers, 3-wheelers, cars, and commercial vehicles. Central to these road transport vehicles are essential components such as battery systems, electric motors, and field-oriented controllers. These controllers’ interface with the vehicle control unit, optimizing motor performance across diverse operational conditions. The reliability of the core motor and controller system is of paramount importance, ensuring seamless operation throughout its life. Notably, certain applications, like 2-wheeler, demand customized designs with compact configurations to save space and eliminate excessive wiring. This necessitates heightened reliability due to limited serviceability within these confined designs. This paper outlines a comprehensive strategy for achieving holistic reliability within the context of 2-wheel electric vehicle (EV) motors and controllers. It addresses the challenges encountered in enhancing reliability and proposes a systematic approach for assessment and improvement. The proposed methodology involves the utilization of established tools such as Failure Modes, Effects, and Criticality Analysis (FMECA), Fault Tree Analysis (FTA), and Reliability Block Diagrams (RBD). Furthermore, this approach incorporates advanced techniques like Finite Element Analysis (FEA) and Computational Fluid Dynamics (CFD) simulations, along with adherence to industry-wide standards. By adopting this structured methodology, manufacturers and researchers can effectively evaluate and enhance the reliability of 2-wheel EV powertrains. The integration of diverse analytical tools, simulation methods, and industry best practices collectively contributes to the attainment of a robust and dependable electric vehicle powertrain system.
<div class="section摘要"><div class="htmlview段落">在过去的十年中,交通运输业见证了从传统化石燃料向电力的快速过渡。这种转变刺激了各种车辆类别的多样化电气化计划,包括电动自行车,两轮车,三轮车,汽车和商用车。这些道路运输车辆的核心是必不可少的组件,如电池系统、电动机和面向现场的控制器。这些控制器与车辆控制单元的接口,在不同的操作条件下优化电机性能。核心电机和控制器系统的可靠性至关重要,确保其在整个生命周期内无缝运行。值得注意的是,某些应用,如两轮车,需要定制的紧凑配置的设计,以节省空间和消除过多的布线。这就需要提高可靠性,因为在这些有限的设计中,可用性有限。本文概述了在两轮电动汽车(EV)电机和控制器的背景下实现整体可靠性的综合策略。它解决了在提高可靠性方面遇到的挑战,并提出了一种系统的评估和改进方法。提出的方法包括利用现有的工具,如故障模式、影响和临界性分析(FMECA)、故障树分析(FTA)和可靠性框图(RBD)。此外,该方法结合了有限元分析(FEA)和计算流体动力学(CFD)模拟等先进技术,并遵守行业标准。通过采用这种结构化方法,制造商和研究人员可以有效地评估和提高两轮电动汽车动力系统的可靠性。各种分析工具、仿真方法和行业最佳实践的集成共同有助于实现强大可靠的电动汽车动力总成系统。
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引用次数: 0
Evaluation of Mechanical Vibration in Permanent Magnet Electric Motor Construction and Its Effects in Speed High Operation 永磁电机结构机械振动评价及其对高速运行的影响
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0171
Varatharaj Neelakandan, Prabakaran B
The internal rotor and related parts of a permanent magnet synchronous motor (PMSM) utilized in electric cars are being designed with optimization as the key objective of this study. The goal is to achieve the best “NVH (Noise, Vibration, and Harshness)” performance while maintaining the mechanical integrity and longevity of the motor. By matching the motor’s NVH characteristics with its peak and continuous power needs depending on the duty cycle of the vehicle, the study seeks to improve overall vehicle performance. The researchers use advanced NVH simulation modeling and simulation methods with the “CAE Software” finite element software program to do this. The ultimate goal is to enhance the motor’s noise and vibration characteristics while assuring its durability and long-term performance.
<div class="section abstract"><div class="htmlview段落">对电动汽车用永磁同步电机(PMSM)的内转子及相关部件进行了优化设计,并将优化设计作为本研究的主要目标。目标是在保持电机机械完整性和使用寿命的同时,实现最佳的“NVH(噪声、振动和粗糙度)”性能。通过根据车辆的占空比匹配电机的NVH特性及其峰值和持续功率需求,该研究旨在提高车辆的整体性能。研究人员采用先进的NVH仿真建模和仿真方法,配合“CAE Software”有限元软件程序进行仿真。最终目标是提高电机的噪音和振动特性,同时确保其耐用性和长期性能。
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引用次数: 0
Machinability Investigations on Wire Electrical Discharge Machining of Inconel 625 by Taguchi Based Grey Approach 基于田口灰色法的线材放电加工Inconel 625的可加工性研究
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0124
Manikandan Natarajan, Thejasree Pasupuleti, Jothi Kiruthika, Gnana Sagaya Raj, PC Krishnamachary, Gowthami Kotapati
Among the challenging materials used in high-temperature applications is Inconel 625. Due to its low thermal coefficient and greater strength, traditional methods tend to produce poor results when it comes to turning Inconel 625. In order to overcome these issues, a new approach has been proposed that utilizes unconventional techniques. WEDM is a variant of the electrical discharge manufacturing process that is commonly used in the production of complex components. It is mainly utilized for the hard to machine parts. A study on the process parameters of WEDM for the machining of Inconel 625 was performed by utilizing the analysis of Taguchi. The study focused on the various parameters of the process, such as peak current, pulse on time, and off time. The performance measures that were considered in this study included surface roughness and material removal rate. The results of the analysis revealed that the various process variables affected the performance indicators. An experimental analysis was also performed to study the effect of the individual parameters on the response parameters.
<div class="section abstract"><div class="htmlview paragraph">高温应用中使用的具有挑战性的材料之一是Inconel 625。由于它的低热系数和更高的强度,传统的方法往往产生较差的结果,当涉及到车削Inconel 625。为了克服这些问题,人们提出了一种利用非常规技术的新方法。电火花线切割加工是电火花制造工艺的一种变体,通常用于复杂部件的生产。主要用于加工难加工的零件。利用田口分析方法对线切割加工铬镍铁合金625的工艺参数进行了研究。重点研究了该工艺的各种参数,如峰值电流、脉冲导通时间和关断时间。在本研究中考虑的性能指标包括表面粗糙度和材料去除率。分析结果表明,各种工艺变量对性能指标有影响。并进行了实验分析,研究了各参数对响应参数的影响。
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引用次数: 0
Development of Artificial Neural Network Model for CNC Drilling of AA6061 with Coated Textured Tool for Auto Parts 汽车零件镀膜织构刀AA6061数控钻削人工神经网络模型的建立
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0079
Lakshmi Narasimhamu Katta, Thejasree Pasupuleti, Manikandan Natarajan, Narapureddy Siva Rami Reddy, Lakshmi Narayana Somsole
With the progress of manufacturing industries being critical for economic development, there is a significant requirement to explore and scrutinize advanced materials, particularly alloy materials, to facilitate the efficient utilization of modern technologies. Lightweight and high-strength materials, such as aluminium alloys, are extensively suggested for various applications requiring strength and corrosion resistance, including but not limited to automotive, marine, and high-temperature applications. As a result, there is a significant necessity to examine and evaluate these materials to promote their effective use in the manufacturing sectors. This research paper presents the development of an Artificial Neural Network (ANN) model for Computer Numerical Control (CNC) drilling of AA6061 aluminium alloy with a coated textured tool. The primary aim of the study is to optimize the drilling process and enhance the machinability of the material. The ANN model utilizes spindle speed, feed rate and Coolant type as input parameters, while the surface roughness, Material removal rate and temperature are the output parameters. A coated textured tool is chosen due to its exceptional performance over conventional drilling tools drilling. The textured surface helps in efficient chip evacuation, which reduces friction and heat generation during machining, while the coating on the tool improves its wear resistance and prolongs its lifespan. Experimental data obtained from CNC drilling of AA6061 with the coated textured tool is used to train and test the ANN model. The results demonstrate that the ANN model provides accurate predictions of the output performance of the machined hole under different drilling conditions.
<div class="section abstract"><div class="htmlview段落">随着制造业的进步对经济发展至关重要,探索和研究先进材料,特别是合金材料,以促进现代技术的有效利用是一个重要的要求。轻质和高强度材料,如铝合金,被广泛建议用于各种需要强度和耐腐蚀性的应用,包括但不限于汽车,船舶和高温应用。因此,有必要检查和评价这些材料,以促进它们在制造部门的有效利用。本文提出了一种应用于涂层织构刀具加工AA6061铝合金的人工神经网络模型。研究的主要目的是优化钻孔工艺,提高材料的可加工性。人工神经网络模型以主轴转速、进给速率和冷却剂类型为输入参数,表面粗糙度、材料去除率和温度为输出参数。选择涂层纹理工具是因为其优于传统钻井工具的性能。纹理表面有助于有效的排屑,减少加工过程中的摩擦和热量产生,而刀具上的涂层提高了其耐磨性并延长了其使用寿命。利用涂层织构刀具数控钻削AA6061的实验数据对人工神经网络模型进行训练和测试。结果表明,该人工神经网络模型可以准确预测不同钻孔条件下加工孔的输出性能。
{"title":"Development of Artificial Neural Network Model for CNC Drilling of AA6061 with Coated Textured Tool for Auto Parts","authors":"Lakshmi Narasimhamu Katta, Thejasree Pasupuleti, Manikandan Natarajan, Narapureddy Siva Rami Reddy, Lakshmi Narayana Somsole","doi":"10.4271/2023-28-0079","DOIUrl":"https://doi.org/10.4271/2023-28-0079","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">With the progress of manufacturing industries being critical for economic development, there is a significant requirement to explore and scrutinize advanced materials, particularly alloy materials, to facilitate the efficient utilization of modern technologies. Lightweight and high-strength materials, such as aluminium alloys, are extensively suggested for various applications requiring strength and corrosion resistance, including but not limited to automotive, marine, and high-temperature applications. As a result, there is a significant necessity to examine and evaluate these materials to promote their effective use in the manufacturing sectors. This research paper presents the development of an Artificial Neural Network (ANN) model for Computer Numerical Control (CNC) drilling of AA6061 aluminium alloy with a coated textured tool. The primary aim of the study is to optimize the drilling process and enhance the machinability of the material. The ANN model utilizes spindle speed, feed rate and Coolant type as input parameters, while the surface roughness, Material removal rate and temperature are the output parameters. A coated textured tool is chosen due to its exceptional performance over conventional drilling tools drilling. The textured surface helps in efficient chip evacuation, which reduces friction and heat generation during machining, while the coating on the tool improves its wear resistance and prolongs its lifespan. Experimental data obtained from CNC drilling of AA6061 with the coated textured tool is used to train and test the ANN model. The results demonstrate that the ANN model provides accurate predictions of the output performance of the machined hole under different drilling conditions.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 11","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Load Bearing Analysis of Titanium Surface Ground with CBN Wheel and 6% CNT-CBN Wheel CBN砂轮和6% CNT-CBN砂轮对钛表面磨削的承载分析
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0080
Deborah Serenade Stephen, Praveena V, Ramanathan Av, Sujith S
Surface integrity is an important factor in the effective functioning of a component. For this reason, the surface finish is given as meticulous attention as possible, while quality checks are rigorous. The process parameters affecting surface roughness are carefully controlled, with many preventive measures enforced to avoid deviation from the tolerance limits. Surface finish is an important part of the load-bearing properties of a surface as the asperities on its surface first come into contact with the mating surfaces. On contact, the asperities are flattened, and there is debris formation. These asperities are critical in joint replacements where Titanium is a material of choice, as the debris can react with bones and even cause necrosis of bone. The surface finish of Titanium is important as the asperities can function as points of stress when subjected to loads. Stress concentrators are detrimental to a material’s life; therefore, a part’s surface finish becomes critical. This research work has studied the surface finish of a titanium grade 5 alloy by grinding it with a novel grinding wheel with 6% carbon nanotubes (CNTs) electroplated along with cubic boron nitride (CBN) grits in a nickel matrix. The surface finish has improved from the commercially available grinding wheel and has increased the load-bearing capacities of the Titanium workpiece significantly.
<div class="section abstract"><div class="htmlview段落">由于这个原因,表面光洁度给予尽可能细致的关注,而质量检查是严格的。对影响表面粗糙度的工艺参数进行了严格控制,并采取了许多预防措施,以避免偏离公差限制。表面光洁度是表面承载性能的重要组成部分,因为其表面的凹凸不平首先与配合表面接触。在接触时,凸起被压平,并形成碎片。这些突起在关节置换中至关重要,因为钛是选择的材料,因为碎片会与骨骼发生反应,甚至导致骨骼坏死。钛的表面光洁度很重要,因为当受到载荷时,凸起可以作为应力点。应力集中物对材料的寿命有害;因此,零件的表面光洁度变得至关重要。本文研究了在镍基体中电镀6%碳纳米管(CNTs)和立方氮化硼(CBN)磨粒的新型砂轮磨削5级钛合金的表面光洁度。与市售砂轮相比,其表面光洁度得到了改善,并显著提高了钛工件的承载能力。
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引用次数: 0
Design Improvement of an Automotive Shock Absorber Component Subjected to Fretting Fatigue 受微动疲劳影响的汽车减振器部件的设计改进
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0157
Ashish Gorishankar Sharma, Lokavarapu Bhaskara Rao
A shock absorber endurance test for an automobile that was supposed to resist at least 200,000 load cycles but failed to meet the statutory fatigue limit was under examination. This is due to the breakdown of the assembly that holds the shock absorber shims. This failure occurred due to Fretting fatigue. A design improvement is being introduced to avoid fretting fatigue on the shock absorber shim assembly. FEA is used to investigate the shim assembly in order to locate the stress zone. After adding more shims to the piston, fatigue life was significantly improved. The damping forces were unaffected by the fundamental solution that was applied to make this improvement.
<div class="section摘要"><div class="htmlview段落">一辆汽车的减震器耐久性试验正在进行中,该汽车本应承受至少20万次载荷循环,但未能达到法定疲劳极限。这是由于控制减震器垫片的组件发生了故障。这种故障是由于微动疲劳引起的。一种设计改进正在引入,以避免对减震器垫片总成的微动疲劳。采用有限元分析方法对垫片总成进行了分析,确定了垫片的受力区域。在活塞上增加垫片后,疲劳寿命明显提高。阻尼力不受用于改进的基本解的影响。</div></div>
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引用次数: 0
An Assessment of Performance of Compression Ignition Engine Fueled with Diesel-Bio Butanol Blends Enhanced with Castor Oil for Properties 蓖麻油增强柴油-生物丁醇混合燃料压缩点火发动机性能评价
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0107
Prabakaran B
Bio-butanol addition into diesel for utilization as fuel is an attractive attempt by most researchers. However, the usage of bio-butanol decreases the essential properties of the final blend significantly. This is study is to overcome this limitation by addition of castor oil into the base blend (containing 20% bio-butanol) by enhancing the properties. The study starts with the addition of castor oil (1% to 10%) and testing the properties. One blend is chosen by comparing the properties considering diesel fuel properties. The result depicts the blend of bio-butanol with 10% and 15% of castor oil is found suitable and this blend produces higher thermal efficiency, lower oxides of nitrogen and smoke, and higher heat release and pressure when fueled in the engine at higher brake powers. However, this blend produces higher hydrocarbons and carbon monoxide at low brake power. This study enhances the use of utilization of biobutanol blends in the engine for a long-term duration as the kinematic viscosity is competent to diesel fuel which lowers the friction in the parts of the engine. 20BB80D COBD 10 and 20BB80D COBD 15 produce 8.3% and 5.2% which are slightly low EGT by taking the reference values of diesel. Maximum pressure when fueling with 20BB80D COBD 10 and 20BB80D COBD 15 are low by 3.1% and 1.8% while comparing the diesel values Emissions of oxides of nitrogen are found to be significantly low by 13.2% and 3.4% and the smoke emissions are high by 10.2% and 3.2% (comparing diesel values). Also, the saving of fossil fuel resources through the decrease in imports is significant. There is no modifications necessary in the engine to use this blend.
<div class="section abstract"><div class="htmlview段落">在柴油中添加生物丁醇作为燃料是大多数研究者的一项有吸引力的尝试。然而,生物丁醇的使用显著降低了最终混合物的基本性能。本研究是通过在基础混合物(含20%生物丁醇)中添加蓖麻油来提高性能,从而克服这一限制。这项研究首先加入蓖麻油(1%到10%)并测试其性能。通过比较柴油的性能,选择一种混合燃料。结果表明,生物丁醇与10%和15%蓖麻油的混合物是合适的,这种混合物可以产生更高的热效率,更低的氮氧化物和烟雾,当发动机在更高的制动功率下加油时,热量释放和压力更高。然而,这种混合物在低制动功率下产生更高的碳氢化合物和一氧化碳。该研究提高了生物丁醇混合物在发动机中长期使用的利用率,因为其运动粘度与柴油燃料相当,从而降低了发动机部件的摩擦。20BB80D COBD 10和20BB80D COBD 15分别产生8.3%和5.2%的EGT,以柴油参考值计算,EGT略低。使用20BB80D cobd10和20BB80D cobd15加油时的最大压力比柴油值低3.1%和1.8%,氮氧化物排放量明显低13.2%和3.4%,烟雾排放量高10.2%和3.2%(与柴油值相比)。此外,通过减少进口来节省化石燃料资源是非常重要的。使用此混合无需在引擎中进行任何修改。</div></div>
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引用次数: 0
Parallel Scheduling of Machines and Tools without Tool Delay Using Symbiotic Organisms Search Algorithm 基于共生生物搜索算法的无刀具延迟的机床并行调度
Q3 Engineering Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0142
Padma Lalitha Mareddy, Vishnu Vardhan Reddy D, Lakshmi Narasimhamu Katta, Narapureddy Siva Rami Reddy
This work presents a novel approach for parallel scheduling of machines and tools without tool delay in the automobile manufacturing industry using a symbiotic organisms search algorithm (SOSA). This paper proposes nonlinear mixed integer programming (MIP) formulation to model simultaneous scheduling problems. The mutualistic relationship between different species in nature inspires the proposed algorithm. It aims to optimize the scheduling process by minimizing the makespan (MSN) while ensuring no tool delay during the production process. The algorithm is implemented in a parallel computing environment to speed up the search process and handle scheduling problems. Experimental results show that the proposed approach outperforms existing methods in terms of solution quality and computational efficiency. This work offers a promising solution for real-world manufacturing scheduling problems with multiple machines and tools, often characterized by complex constraints and uncertainties.
><div class="section abstract"><div class="htmlview段落">本研究提出了一种利用共生生物搜索算法(SOSA)实现汽车制造业中无刀具延迟的机床和刀具并行调度的新方法。本文提出了非线性混合整数规划(MIP)公式来模拟同步调度问题。自然界中不同物种之间的共生关系激发了我们提出算法的灵感。它旨在通过最小化最大生产时间(MSN)来优化调度过程,同时确保在生产过程中没有工具延迟。该算法在并行计算环境下实现,以加快搜索过程和处理调度问题。实验结果表明,该方法在求解质量和计算效率方面优于现有方法。这项工作为现实世界中多机器和工具的制造调度问题提供了一个有希望的解决方案,这些问题通常具有复杂的约束和不确定性。
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引用次数: 0
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SAE Technical Papers
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