SAE Technical Papers最新文献

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Improving the Gearbox Efficiency by Reducing Drag Loss IN Automotive Manual Transmission 通过减少汽车手动变速器的阻力损失来提高变速箱效率
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0115
T. Senthil Raja, Barathi Raja K, Aneesh Kumar
{"title":"Improving the Gearbox Efficiency by Reducing Drag Loss IN Automotive Manual Transmission","authors":"T. Senthil Raja, Barathi Raja K, Aneesh Kumar","doi":"10.4271/2023-28-0115","DOIUrl":"https://doi.org/10.4271/2023-28-0115","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">Internal combustion engine vehicles are major contributors to many environmental and health hazardous emissions and sometimes consume more fuel. New regulations like Corporate Average Fuel Efficiency (CAFÉ) norms are coming up and demand lower emissions. Original Equipment Manufacturers (OEMs) are committed to bringing various technological advancements in Internal Combustion Engine (ICE)powered vehicles to maximize their efficiency. Hence it is important to reduce the loss and improve the fuel economy. This paper explains a new approach methodology used for reducing the gearbox drag by 5- 10 %. This improvement can significantly contribute to the overall efficiency improvement thus carbon footprints of vehicle getting reduced. The following optimization areas are considered for such improvements, <ol class=\"list nostyle\"><li class=\"list-item\"><span class=\"li-label\">1</span><div class=\"htmlview paragraph\">Deflector @ various locations</div></li><li class=\"list-item\"><span class=\"li-label\">2</span><div class=\"htmlview paragraph\">Lubrication oil viscosity change</div></li><li class=\"list-item\"><span class=\"li-label\">3</span><div class=\"htmlview paragraph\">Preload optimized for the benefit of the power/drag loss,</div></li><li class=\"list-item\"><span class=\"li-label\">4</span><div class=\"htmlview paragraph\">Oil quantity changes to improve the power loss</div></li><li class=\"list-item\"><span class=\"li-label\">5</span><div class=\"htmlview paragraph\">Top cover introduction helped warm up behavior to reduce the friction loss</div></li></ol></div><div class=\"htmlview paragraph\">Based on the results, it was found that all changes helped to reduce the power loss by 0.7 kW and in addition to that each gear efficiency improved by 2 to 5 %.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141157","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
Preparation and Characterization of Hollow Glass Microspheres Reinforced Carbon-Epoxy Composite 中空玻璃微球增强碳-环氧复合材料的制备与表征
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0066
Tejasvi K, K. V S Ranga, Gurusideswar S, P. Sundar Singh
{"title":"Preparation and Characterization of Hollow Glass Microspheres Reinforced Carbon-Epoxy Composite","authors":"Tejasvi K, K. V S Ranga, Gurusideswar S, P. Sundar Singh","doi":"10.4271/2023-28-0066","DOIUrl":"https://doi.org/10.4271/2023-28-0066","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">The uses of fillers in composites are creating new opportunities in the composite industry. Hollow Glass Microspheres (HGM) are Soda-lime-borosilicate glass hollow spheres with thin walls used as low-density filler material which can reduce final part weight by up to 15% or more without compromising the mechanical integrity. Glass bubbles take up 20 times the space of normal mineral filler, lowering the cost per unit volume; hence, the need for weightless and high-strength materials for state-of-the-art engineering applications may be met by HGM reinforced composites. Epoxy being a key structural material for marine, automotive and aerospace applications, is known for its brittle nature, poor mechanical and thermal properties and to date, not much work has been done on hollow glass microspheres reinforced carbon epoxy composites, however few systematic studies showing the influence of reinforcements on mechanical and thermal properties of carbon epoxy/HGM composites were conducted. Moreover research on Carbon/Epoxy - Hollow Glass Microsphere composites is limited, this study focuses on it. To study the ramification of low density fillers on physical, thermal and mechanical properties of composites, laminates with Epoxy resin and Carbon fiber reinforcement along with various percentages of the HGM’s 0.2, 0.4, 0.6, 0.8, 1.0 wt. % were fabricated using a 3-axis filament winding machine and cured. The test specimens were cut according to ASTM standard from the unidirectional laminated sheets. The microstructure, thermal and mechanical properties of CE/HGM composites was studied by Field Emission Scanning Electron Microscopy (SEM), Thermogravimetric Analyzer (TGA) and tensile experiment. Microscopic observation indicated agglomerations and some HGM particles stop participating. This restricted the CE/HGM matrix stress transfer and reduced the tensile strength of the composites and also reduced the adhesion interface between the filler and the matrix thereby resulting in low flexural strength. The results indicated that the density decreased with the HGMs content increasing. Hence it can be concluded that, although raw HGM’s were used without any modification, the HGM’s play an far-reaching role in improving the Carbon-Epoxy composites properties, thus showing the suitability of CE/HGM composites as an promising material for defence, aerospace, automobile, applications.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141165","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
Modeling and Analysis of Motorcycle Assembly for Dynamic Investigation 摩托车装配动力学研究的建模与分析
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0117
Akash Prajapati, Lokavarapu Bhaskara Rao
{"title":"Modeling and Analysis of Motorcycle Assembly for Dynamic Investigation","authors":"Akash Prajapati, Lokavarapu Bhaskara Rao","doi":"10.4271/2023-28-0117","DOIUrl":"https://doi.org/10.4271/2023-28-0117","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">“The purpose of this study is to explore the structural behavior of motorcycle frames that are fabricated from metals such as steel and aluminum, and that are welded together to generate beams. The components of the wheel, handlebar, and saddle are assembled together to form the chassis of the bicycle. For the purpose of determining modal characteristics such natural frequencies and mode shapes, two different analytical approaches, namely finite element analysis (FEA) and experimental modal analysis (EMA), were utilized. The framework of the chassis was design in 3D using CAD software to carry out the FEA, and after specifying the meshing type and material parameters, normal mode analysis was carried out. To contrast modal characteristics with FEA results, EMA utilized impact hammer testing with a roving accelerometer approach. The study discovered differences between the two methods, which were effectively minimized to less than 10% by carrying out a model, update technique to increase the FEA model's precision. According to the results, model updating can help reduce differences between EMA and FEA and increase the accuracy of FEA models that are impacted by modeling difficulties and predictions of material characteristics.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141170","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
Experimental Investigation on Biogas Operated Electric Vehicle Charging Station 沼气驱动电动汽车充电站的实验研究
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0178
Sadhasivam Deepan Kumar, Murugan PC, Jayakrishnan S, M U Arun, Naveen L, Poomani R
{"title":"Experimental Investigation on Biogas Operated Electric Vehicle Charging Station","authors":"Sadhasivam Deepan Kumar, Murugan PC, Jayakrishnan S, M U Arun, Naveen L, Poomani R","doi":"10.4271/2023-28-0178","DOIUrl":"https://doi.org/10.4271/2023-28-0178","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">Biogas is developing as a possible replacement for fossil fuels as the globe shifts to sustainable energy sources. Organic waste, including food waste, agricultural waste, and sewage, decomposes to produce biogas. Biogas is a fuel that can be used to create electricity, heat homes, and power vehicles. The popularity of electric cars (EVs) is rising as a result of their zero emissions. EVs and biogas can work together to create a sustainable transportation option. The viability of EV charging stations powered by biogas is the main topic of this techno-economic inquiry. The study involves the evaluation of the technical and economic elements of the proposed system. The technical aspects cover power generation, the EV charging system, the biogas storage system, the biogas production process, and the biogas purification process. The capital cost, operating cost, and revenue from the charging station are all considered economic factors. The collection and processing of organic waste is a step in the creation of biogas. Impurities from the biogas are removed during the purification process, including carbon dioxide and hydrogen sulphide. The compressed version of the purified biogas is next stored in a storage system before being used to power a biogas generator. EVs are charged using the electricity generated. The economic study of the proposed system covers the capital cost, which includes the cost of equipment, installation, and site purchase. The cost of producing biogas, producing power, and performing maintenance are all included in the operational cost. The revenue earned from the charging station comprises the income generated from charging EVs. According to the study, an EV charging station powered by biogas is a workable option for sustainable transportation. Due to the high cost of equipment and installation, the system has a high capital cost. But so far, because power and biogas production are inexpensive, the system has low operational costs. Over time, the charging station's revenue may yield a return on investment. In order to increase system efficiency and lower system costs, the study suggests additional research on the optimization of the biogas production process, the biogas purification process, and the power generation system.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141290","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
Moisture Induced Mechanical Characterization of Composite through Numerical Simulation 复合材料受潮力学特性数值模拟研究
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0092
N Rino Nelson
{"title":"Moisture Induced Mechanical Characterization of Composite through Numerical Simulation","authors":"N Rino Nelson","doi":"10.4271/2023-28-0092","DOIUrl":"https://doi.org/10.4271/2023-28-0092","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">Composite materials find extensive applications in numerous fields, including mechanical components, which are often subjected to varying climatic conditions. Due to the contrasting conditions, there is a difference in the external loadings, leading to the transfer of air, heat, and moisture between the environments. Here, the study is done to model the moisture-based diffusion in order to predict the output beforehand so that necessary precautions can be taken before it fails. The study primarily investigates the heat and moisture-based absorption behavior of composite materials. The Representative Volume Element (RVE) approach is chosen, which enables the simulation of the behavior of the composite at a microscale level, giving insights into the micromechanics and analyzing the material absorption behavior of moisture. The FEA approach for the same is carried out using the COMSOL Multiphysics software. The required RVE of the composite is modeled, and the effect of fiber volume fraction on the hygroscopic swelling, followed by the effect on its properties, is derived. Subsequently, the mechanical characterization of the material is performed. The composite model is run through a moisture-based environmental condition, as in the previous case to evaluate the effects of moisture on the strength of the composite material. The material exposed to the moisture environment showed water uptake. The increase in water uptake causes a decrease in the strength of the material compared to the material with no exposure to moisture. The study focuses on the relationship between the composite’s moisture content and its mechanical characteristics, which can be helpful for the responsible modeling of components in the required environment.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 18","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141471","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
Comparative Analysis of Control Techniques for Electric Vehicle with PMSM Motor Drives for Voltage Selection Techniques and Torque-Flux Mitigation 永磁同步电机驱动电动汽车控制技术的电压选择与转矩磁链抑制对比分析
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0105
Nisha Rexline R, Rajarajeswari R
{"title":"Comparative Analysis of Control Techniques for Electric Vehicle with PMSM Motor Drives for Voltage Selection Techniques and Torque-Flux Mitigation","authors":"Nisha Rexline R, Rajarajeswari R","doi":"10.4271/2023-28-0105","DOIUrl":"https://doi.org/10.4271/2023-28-0105","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">The fast dynamic response is a vital requisite for the operation of automotive drives. Various control schemes for electric vehicles (EV) have been proposed over time, and vector control is one of the popular techniques among them. Direct Torque Control (DTC) and Model Predictive Current Control (MPCC) were some of the vector control methods analyzed for their ripples in flux and torque, which in turn affect the performance of the EV is discussed in this paper. The DTC method uses the predefined voltage vector (VV) table to decide the Active voltage vector adjacent to the reference voltage vector from the table; this can also improve the flux response and torque ripple. Furthermore, the switching frequency reduction can be made by incorporating the null voltage vector in the switching sequence. The MPCC is employed for the PMSM machine model to reduce the error between the assumed reference and predicted value using the cost function by choosing one optimum vector. A modified MPCC technique is used in the paper, where two voltage vectors are applied in a single sample interval. This is used to improve the steady-state performance of the system. Based on specific scenarios, a comparison of modified MPCC and DTC techniques is made for Permanent Magnet Synchronous Motor (PMSM). The PMSM has good dynamic performance and power density, suitable for EV applications. The simulation results are used to compare the effectiveness of both methods for their torque and flux mitigation, and their comparisons are presented.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141768","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
Suppression of B-Field & E-Field Effects on Resolver due to Overhang Components in Traction Motor Applications b场抑制;牵引电机中悬垂元件对变压器的电磁场影响
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0091
Yedukondalu Kondaveeti, Reddy Venkata Krishna, Aswin Uvaraj Ganesan, Jagadish Panchada
{"title":"Suppression of B-Field &amp; E-Field Effects on Resolver due to Overhang Components in Traction Motor Applications","authors":"Yedukondalu Kondaveeti, Reddy Venkata Krishna, Aswin Uvaraj Ganesan, Jagadish Panchada","doi":"10.4271/2023-28-0091","DOIUrl":"https://doi.org/10.4271/2023-28-0091","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">Permanent Magnet Synchronous Motor (PMSM) is a favorite choice for traction applications because of their high power-to-weight ratio, torque-to-current ratio, high efficiency. In PMSM motors to perform the electronic commutation, resolvers are required to detect the rotor position. Resolvers are placed nearer to the end windings of the stator by considering the Mechanical Assembly and interfacing aspects. In high-power traction applications, due to higher current, there will be a significant influence of electric fields (E-fields) and electromagnetic fields (B-fields) on the rotor position sensor due to overhang components. The magnetic field induced by end-winding changes the excitation field, the magnitude of which decides the rotor angular position. This distortion of the excitation field will impact the sensing position and performance of the resolver. Analytical equations discussed in this paper also highlight that the machine output torque decreases with position error at higher speeds. The magnetic field in the overhang components of the winding is noticeably three-dimensional. In this research study, a 3D finite element simulation is performed to examine and suppress the impact of the B-fields and E-fields. In this approach, the influence of E-fields and B-fields is determined in radial and axial directions by creating planes. From this approach, shielding is provided for the resolver, due to that the effects of B and E-fields are suppressed by 88-95%. Due to the suppression, the resolver can deliver a precise rotor angular position for the motor.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 9","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135142036","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
“Experimental Investigations on NOx Reduction Using Antioxidant Additives in Conjunction with SCR in a Diesel Engine Powered by Ricinus Communis Biodiesel” 抗氧化添加剂与SCR结合在蓖麻生物柴油发动机上降低NOx的实验研究
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0059
R L Krupakaran, Ratna Kamala Petla, Praveen Anchupogu, Vidyasagar Reddy Gangula, Jamuna Rani Ganipineni, Raghurami Reddy Doddipalli
{"title":"“Experimental Investigations on NOx Reduction Using Antioxidant Additives in Conjunction with SCR in a Diesel Engine Powered by Ricinus Communis Biodiesel”","authors":"R L Krupakaran, Ratna Kamala Petla, Praveen Anchupogu, Vidyasagar Reddy Gangula, Jamuna Rani Ganipineni, Raghurami Reddy Doddipalli","doi":"10.4271/2023-28-0059","DOIUrl":"https://doi.org/10.4271/2023-28-0059","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">The current study has concentrated on discovering and developing clean alternative energy sources like biodiesel and employing novel methods to reduce harmful emissions and enhance engine performance behavior. The consumption of biodiesel in diesel engines reduces the emissions from the tailpipe, but some researchers claim that it actually produces more NOx pollution than engines that run on regular diesel, which limits the use of biodiesel. In this study, Ricinus communis biodiesel was generated through transesterification process, and its fuel properties were assessed. The employ of biodiesel in diesel engines minimize exhaust emissions; however, multiple investigators claim that the consumption of biodiesel generates greater amounts of nitrogen oxide pollutants than diesel-fueled engines, which limits the possibility of biodiesel usage. In the present investigation, the combined influence of an antioxidant (tert-butyl hydroquinone (TBHQ)) additive introduced to the fuel alteration method and SCR (selective catalytic reduction) as an after-treatment approach on NOx diminution in a Ricinus communis biodiesel -fuelled CI engine was investigated.The antioxidant stabilizer together with the SCR approach substantially decreases the pollutant of NOx by 86%, with a small rise in HC and CO pollutant caused by the addition of antioxidant as additives to Ricinus communis biodiesel and aqueous urea solution introduced at the tailpipe gasses without a significant drop in BTE and BSFC.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":"19 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135092545","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
Cold Condition N to 1 Gearshift Blockage Analysis in a Manual Transmission Gearbox 冷工况下手动变速箱N ~ 1挡堵塞分析
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0053
Barathi Raja K, Sabeesh Kumar
{"title":"Cold Condition N to 1 Gearshift Blockage Analysis in a Manual Transmission Gearbox","authors":"Barathi Raja K, Sabeesh Kumar","doi":"10.4271/2023-28-0053","DOIUrl":"https://doi.org/10.4271/2023-28-0053","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">Manual transmissions are the preferred transmission for drivers who love sporty gear shifts. Manual transmission vehicles are cheaper, very efficient, and offer quick gear shifts. Worldwide manual transmission contributes to 36.15% and in India it contributes overall 80% of today's market share. The customers expect a very smooth gearshift which is a challenge to achieve in all ambient temperatures. In a gear shift event, the synchronizers synchronize the speed of the gears. The force applied at the gear shift knob, generates the cone torque and stops the rotating input shaft for the Neutral (N) to 1 gear shifting. The early morning gear shifts have high gear shift effort. This effort is getting reduced with the increase in temperature. This is due to the drag in the gearbox which is inevitable. This work focuses on improving the very first gear shift event of N to 1 after the engine crank from cold (8°) to hot (80°) condition. The static (engine off) and dynamic (engine on @ idle RPM) were also studied. Different oil grades were compared and analyzed to get the optimal oil for the gearbox application. After synchronization, the sleeve interacts with the dog teeth to complete the gear shift event. The block that occurs at the dog teeth to be overcome to enhance the gear shift quality. The analysis was performed using the gear shift quality assessment kit. The optimal design solution helps to reduce the gear shift forces and reduces the shift blockage.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135092557","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
Application of Taguchi Based ANFIS Approach in Wire Electrical Discharge Machining of Inconel 625 for Automobile Applications 基于田口的ANFIS方法在汽车用Inconel 625线材放电加工中的应用
SAE Technical Papers Pub Date : 2023-11-10 DOI: 10.4271/2023-28-0148
Thejasree Pasupuleti, Manikandan Natarajan, Loganayagan Shanmugam, Jothi Kiruthika, Mude Ramesh Naik, Gowthami Kotapati
{"title":"Application of Taguchi Based ANFIS Approach in Wire Electrical Discharge Machining of Inconel 625 for Automobile Applications","authors":"Thejasree Pasupuleti, Manikandan Natarajan, Loganayagan Shanmugam, Jothi Kiruthika, Mude Ramesh Naik, Gowthami Kotapati","doi":"10.4271/2023-28-0148","DOIUrl":"https://doi.org/10.4271/2023-28-0148","url":null,"abstract":"<div class=\"section abstract\"><div class=\"htmlview paragraph\">Nickel-based superalloys are most commonly engaged in a numerous engineering use, including the making of food processing equipment, aerospace components, and chemical processing equipment. These materials are often regarded as difficult-to-machine materials in conventional machining approach due to their higher strength and thermal conductivity. Various methods for more effective machining of hard materials such as nickel-based superalloys have been developed. Wire electrical discharge machining is one of them. In this paper, an effect has been taken to develop an adaptive neuro-fuzzy inference system for predicting WEDM performance in the future. To analyse the model’s variable input, the paper employs the Taguchi’s design and analysis techniques. The evolved ANFIS model aims to simulate the process’s various characteristics and predicted values. A comparison of the two was then made, and it was discovered that the predicted values are much closer to the actual outcomes. The investigation’s findings support the manufacturer’s decision-making process and demonstrate the process’s evolved capability.</div></div>","PeriodicalId":38377,"journal":{"name":"SAE Technical Papers","volume":" 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135141142","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
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