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Relevant bibliographies by topics / Taguchi DOE technique

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Academic literature on the topic 'Taguchi DOE technique'

Author: Grafiati

Published: 3 June 2025

Last updated: 19 July 2025

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Journal articles on the topic "Taguchi DOE technique"

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Kowang, Tan Owee, and Choi Sang Long. "Design of Experiment – An Integration of Fisher, Taguchi and Shainin DOE Methodology." Applied Mechanics and Materials 789-790 (September 2015): 1201–6. http://dx.doi.org/10.4028/www.scientific.net/amm.789-790.1201.

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Design of experiment (DOE) is the focal collective of quality technique and is widely used in Research and Development (R&D) organization to optimize product design parameters. There are three main DOE approaches that commonly adopted by R&D companies, which are the classical Fisher’s DOE, Taguchi DOE and Shainin DOE. This paper explores how these three main DOE approaches could be integrated to optimize product design parameters in a Research and Development company. The paper starts with enlightenment of the common DOE steps, follows by discussion of issues faced by the Research and

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Pamnani, Rishi, M. Vasudevan, P. Vasantharaja, and T. Jayakumar. "Optimization of A-GTAW welding parameters for naval steel (DMR 249 A) by design of experiments approach." Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications 231, no. 3 (2015): 320–31. http://dx.doi.org/10.1177/1464420715596455.

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DMR249A steel is indigenously developed high strength low alloy (HSLA) steel. The steel is being used for construction of Indian Aircraft Carrier and other new ships under construction at various ship yards in India. In order to enhance the depth of penetration (DOP) achievable in a single pass for gas tungsten arc welding (GTAW) process, activated fluxes were developed for the steel. The process is called activated flux gas tungsten arc welding (A-GTAW). Design of experiments (DOE) approach was employed using response surface methodology (RSM) and Taguchi technique to optimize the welding par

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Waghmare, Chandan, Santosh Patil, and Pruthviraj Chaudhari. "Application of Taguchi Method, ANOVA Analysis, and TOPSIS Technique in Optimization of Process Parameters for Surface Roughness and Material Removal Rate in Electrochemical Machining of Al-SiC MMCs." Indian Journal Of Science And Technology 17, no. 16 (2024): 1633–42. http://dx.doi.org/10.17485/ijst/v17i16.751.

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Objectives: To evaluate the significance of advanced machining techniques, such as EDM, ECM, and USM, in increasing productivity and overcoming challenges associated with outdated Al-SiC MMC machining. To assess the surface roughness, tool wear, and machining cost implications of employing advanced machining methods for Al-SiC MMCs. Methods The parameters studied were voltage (V), feed rate (F), and electrolyte concentration (C) in electrochemical machining (ECM) of Al/15%SiC composites. To optimise process parameters, the Taguchi method for Design of Experiments (DOE) with an L27 orthogonal a

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Chandan, Waghmare, Patil Santosh, and Chaudhari Pruthviraj. "Application of Taguchi Method, ANOVA Analysis, and TOPSIS Technique in Optimization of Process Parameters for Surface Roughness and Material Removal Rate in Electrochemical Machining of Al-SiC MMCs." Indian Journal of Science and Technology 17, no. 16 (2024): 1633–42. https://doi.org/10.17485/IJST/v17i16.751.

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Abstract <strong>Objectives:</strong> To evaluate the significance of advanced machining techniques, such as EDM, ECM, and USM, in increasing productivity and overcoming challenges associated with outdated Al-SiC MMC machining. To assess the surface roughness, tool wear, and machining cost implications of employing advanced machining methods for Al-SiC MMCs. <strong>Methods</strong> The parameters studied were voltage (V), feed rate (F), and electrolyte concentration (C) in electrochemical machining (ECM) of Al/15%SiC composites. To optimise process parameters, the Taguchi metho

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Sorkhabi, Tannaz, Mehrab Samberan, Krzysztof Ostrowski, Paulina Zajdel, Agata Stempkowska, and Tomasz Gawenda. "Electrospinning of Poly (Acrylamide), Poly (Acrylic Acid) and Poly (Vinyl Alcohol) Nanofibers: Characterization and Optimization Study on the Effect of Different Parameters on Mean Diameter Using Taguchi Design of Experiment Method." Materials 15, no. 17 (2022): 5876. http://dx.doi.org/10.3390/ma15175876.

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In this study, nanofibers of poly (acrylic acid) (PAAc), polyacrylamide (PAAm) and poly (vinyl alcohol) (PVOH) were prepared using the electrospinning technique. Based on the Taguchi DOE (design of experiment) method, the effects of electrospinning parameters, i.e., needle tip to collector distance, polymer solution concentration, applied voltage, polymer solution feed rate and polymer type, on the diameter and morphology of polymer nanofibers were evaluated. Analyses of the experiments for the diameters of the polymer nanofibers showed that the type of polymer was the most significant factor.

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Celestino, Sherwin, and Joseph Auresenla. "Use of the Taguchi Design of Experiments to Optimize the Parameters of Cleaning Machines for Sensitive Plastic Products." ASEAN Journal of Chemical Engineering 2, no. 1 (2008): 97. http://dx.doi.org/10.22146/ajche.50808.

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The Taguchi Design of Experiments (DOE), an optimization technique, was used to establish stabilized operating parameter settings for an ultrasonic cleaning machine for a new and very dirt sensitive plastic product referred to as type A plastic produced in a company in the Philippines. The optimization process is done in actual industrial setting. Taguchi DOE defined quality as minimum variation around the target specification of a product. The matrix used for the project is the La 27 orthogonal array wherein the experiment is comprised of eight runs with seven maximum possible factors at two

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Singh, V. Dharam, M. Manzoor Hussain, and Swadesh Kumar Singh. "Experimental Investigation and Optimization of Material Properties of Brass at Different Temperature Conditions Using Taguchi Technique." E3S Web of Conferences 309 (2021): 01088. http://dx.doi.org/10.1051/e3sconf/202130901088.

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The present investigation deals with the optimization of the parameters for better formability behaviour of brass sheet metal under uniaxial isothermal Tensile Test by using Taguchi Design of Experiments (DoE). The standard L9 (33) Orthogonal Array was formulated to run the experiments based on Taguchi robust design and accordingly uniaxial isothermal Tensile Test conducted at orientation (00, 450 and 900), temperature (300°C, 400°C, and 500 °C), and strain rate (0.001, 0.01 and 0.1 s−1). Analysis of S/N ratios for Ultimate tensile strength and % elongation reported the optimum condition as or

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Raguraman, D., D. Muruganandam, and L. A. Kumaraswamidhas. "Friction Stir Welding of Aluminum and Magnesium Alloys—Experimental Investigation and Optimization Using Hybrid Grey Relational Analysis and Principal Component Analysis." Journal of Computational and Theoretical Nanoscience 15, no. 2 (2018): 509–20. http://dx.doi.org/10.1166/jctn.2018.7111.

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Friction stir welding of dissimilar materials is investigated experimentally in this work and optimization is performed by applying a hybrid Taguchi-Grey relational analysis-Principal component analysis to maximize the tensile strength and hardness of the weld bead. Two dissimilar metals AA6061 and AZ61 is friction stir welded and considered for the experimentation. Experimental matrix is designed using Taguchi's Design of Experiment (DOE). Optimum inputs rotational speed, axial load and transverse speed is obtained by applying the hybrid optimization technique. Statistical analysis of Multi R

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PYADSHINGE, GANGABAI, V.V. POTDAR, AKSHAY MALI, DEEPA GAUR, and SNEHAL JADHAV. "ANALYSIS OF ABRASIVE JET MACHINING USING TAGUCHI TECHNIQUES." IJIERT - International Journal of Innovations in Engineering Research and Technology NITET-18 (March 17, 2018): 23. https://doi.org/10.5281/zenodo.1451450.

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<strong>Abrasive jet machining (AJM) is an advanced technique in the field of micro machining. This operation is widely utilized as a part of the industry for cutting intricate shape on hard and brittle materials that usually difficult to perform. In present experimental stud y,the effect of process variables on the material removal rate (MRR) was demonstrated by Taguchi and ANOVA Method using Minitab15 which provides an acceptable simulated result. Drilling operation of glass is done at varied jet pressure,standoff distance (SOD),nozzle inclination (NI) and nozzle tip diameter (ND) as the pro

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Rao, Addanki Sambasiva, Medha A. Dharap, and J. V. L. Venkatesh. "Experimental Study of the Effect of Post Processing Techniques on Mechanical Properties of Fused Deposition Modelled Parts." International Journal of Manufacturing, Materials, and Mechanical Engineering 5, no. 1 (2015): 1–20. http://dx.doi.org/10.4018/ijmmme.2015010101.

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FDM (Fused Deposition Modelled) parts are chemically treated with two types of chemicals viz Dimethyl ketone (Acetone) and Methyl ethyl ketone to reduce the surface roughness. This chemical treatment method technique not only reduces surface roughness but also makes effect on strength of chemically treated parts of ABS (Acrylonitrile Butadiene Styrene) material. In this study Taguchi method of DOE (Design of Experiments) is conducted on test specimen of “tensile”, “bending” and “izod impact” components which are manufactured through Fused Deposition Modeling process using ABS-P400 material. DO

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Book chapters on the topic "Taguchi DOE technique"

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Ashruth Gukan, S., K. Sivaranjani, Avinash V. Nair, K. Nandha, and K. Anand. "Bio-inspired Design and Optimization of Motor Body of an Electronic Lock Using Taguchi DOE-FEA-GA Integration Technique." In Materials, Design and Manufacturing for Sustainable Environment. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-3053-9_20.

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Poswal, Rishika, Arun Kishor Johar, and Manish Deshwal. "Performance Enhancement of a Film Bulk Acoustic Resonator Using Taguchi DoE and ANOVA Techniques." In Intelligent Systems Design and Applications. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-64847-2_20.

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Barnwal, Kriti, Deepika Mishra, and Ravi Shankar Prasad. "Optimization of Surface Roughness: Effect of Machining Parameters on EN23." In Advances in Transdisciplinary Engineering. IOS Press, 2022. http://dx.doi.org/10.3233/atde220811.

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EN23 is one of the most commonly used materials to fabricate forging die in Indian industries. The dies are manufactured through machining process and the parameters of the machining process have considerable impact on the roughness value of the material’s surface. While forging, it was found that die life varies with the change in the machining parametric value and this took my interest to investigate the area. Speed in rpm, feed in mm/rev, and depth of cut in mm were chosen as the process parameters for the investigation of the machining. Design of experiment was used to know the number of specimens required for proper investigation. Specimens were prepared using a L9 orthogonal array and a full factorial design. The optimal machining parameters were obtained using the Taguchi method. The optimal surface roughness value acquired using the L9 orthogonal array is fairly similar to the value obtained using the full factorial technique, according to a comparison of the results. Additionally, a mathematical tool called ANFIS was used to simulate the optimization process and anticipate the surface roughness values.

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Duari, Santanu, Arkadeb Mukhopadhyay, Tapan Kumar Barman, and Prasanta Sahoo. "Tribological Performance Optimization of Electroless Nickel Coatings Under Lubricated Condition." In Design and Optimization of Mechanical Engineering Products. IGI Global, 2018. http://dx.doi.org/10.4018/978-1-5225-3401-3.ch013.

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The present chapter aims to determine optimal tribo-testing condition for minimum coefficient of friction and wear depth of electroless Ni-P, Ni-P-W and Ni-P-Cu coatings under lubrication using grey relational analysis. Electroless Ni-P, Ni-P-W and Ni-P-Cu coatings are deposited on AISI 1040 steel substrates. They are heat treated at suitable temperatures to improve their hardness. Coating characterization is done using scanning electron microscope, energy dispersive X-Ray analysis and X-Ray diffraction techniques. Typical nodulated surface morphology is observed in the scanning electron micrographs of all the three coatings. Phase transformation on heat treating the deposits is captured through the use of X-Ray diffraction technique. Vicker's microhardness of the coatings in their as-deposited and heat treated condition is determined. Ni-P-W coatings are seen to exhibit the highest microhardness. Friction and wear tests under lubricated condition are carried out following Taguchi's experimental design principle. Finally, the predominating wear mechanism of the coatings is discussed.

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Sahu, Anshuman Kumar, and Siba Sankar Mahapatra. "Optimization of Surface Roughness Parameters by Different Multi-Response Optimization Techniques During Electro-Discharge Machining of Titanium Alloy." In Non-Conventional Machining in Modern Manufacturing Systems. IGI Global, 2019. http://dx.doi.org/10.4018/978-1-5225-6161-3.ch004.

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In this chapter, the EDM process is performed by taking titanium alloy as work piece and AlSiMg prepared by selective laser sintering (SLS) process as tool electrode along with copper and graphite. The EDM is performed by varying different process parameters like voltage (V), discharge current (Ip), duty cycle (τ), and pulse-on-time (Ton). The surface roughness parameters like Ra, Rt, and Rz are measured by the use of surface roughness measurement machine. To reduce the number of experiments, design of experiment (DOE) approach like Taguchi's L27 orthogonal array has been used. The surface properties of the EDM specimen are optimized by desirability function approach, TOPSIS and VIKOR method, and the best parametric setting is reported for the EDM process. All the optimization techniques convergence to the same optimal parametric setting. The type of tool is the most significant parameter followed by discharge current and voltage. Better surface finish of EDM specimen is produced with lower level of parametric setting along with the use of AlSiMg RP electrode during EDM.

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Conference papers on the topic "Taguchi DOE technique"

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Patil, Amit R., and Avinash D. Desai. "Optimization of Engine Performance and Emission for Various n-Butanol Blends at Different Operating Parameter Condition Using MADM Technique." In ASME 2019 Power Conference. American Society of Mechanical Engineers, 2019. http://dx.doi.org/10.1115/power2019-1824.

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Abstract In present work, optimization of engine performance and emission were performed for different butanol diesel blends (5–20%) for various engine operating parameter using Taguchi DoE with AHP Optimization Technique. Single cylinder VCR Engine (CI) was fueled with different blend of diesel and butanol and tested for various CR, FIP and FIT at different load conditions (Idle, 1/3, 2/3 and full load). First 3-D interaction plot is drawn to understand the effect of different engine parameter on butanol-diesel blend combustion at different load conditions for NOx and Smoke formation. It’s ob

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Jeon, Eun-chae, Dongil Kwon, and Joo-Seung Park. "The Optimization of Continuous Indentation Technique Parameters." In ASME 2002 International Mechanical Engineering Congress and Exposition. ASMEDC, 2002. http://dx.doi.org/10.1115/imece2002-33636.

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Continuous indentation technique has been widely studied because of its various merits, such as simple experiments, short experiment time and nondestructive technique. It is proved that the technique can produce tensile properties from the load-depth curves without optical observation by many researches. When the experiment is performed, it is, however, very difficult to determine the values of various experimental parameters that affect derived tensile properties by inserted in numerical analysis procedure. In this study, the effects of the parameters were studied using Taguchi method which i

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Singh, Prem, Dharmpal Deepak, and Gurinder Singh Brar. "Optimization of Friction Crush Welding of Two Dissimilar Metals: Aluminium 6061 T-6 and Stainless Steel AISI 304." In ASME 2020 15th International Manufacturing Science and Engineering Conference. American Society of Mechanical Engineers, 2020. http://dx.doi.org/10.1115/msec2020-8208.

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Abstract In order to cater increasing need of lightweight and strong structures to be used in various industries like ship manufacturing, railways transportation, vehicle body cell etc., efforts have been made to develop and assess various welding or joining techniques. Dissimilar metal welding offers promising solution in this direction due to modification of properties by combining two dissimilar metals in terms of mechanical properties and better corrosion or electrical properties with lesser specific weight. Stainless steel of grade AISI 304 is widely used for manufacturing application in

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Natarajan, Manikandan, Thejasree Pasupuleti, V. Kumar, Gnana Sagaya Raj, PC Krishnamachary, and R. Silambarasan. "Optimization of WEDM Parameters for Invar 36 Automotive Components Using Taguchi-Grey Relational Analysis." In Advances in Design, Materials, Manufacturing and Surface Engineering for Mobility (ADMMS’25). SAE International, 2025. https://doi.org/10.4271/2025-28-0153.

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<div class="section abstract"><div class="htmlview paragraph">Wire Electrical Discharge Machining (WEDM) is a sophisticated machining technique that offers significant advantages for processing materials with elevated hardness and complex geometries. Invar 36, a nickel-iron alloy characterized by a reduced coefficient of thermal expansion, is extensively used in the aerospace, automotive, and electronic sectors due to its superior dimensional stability across a wide temperature range. The primary goals are to improve machining settings and develop regression models that can precise

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Pagar, Nitin D., and Amit R. Patil. "Life Augmentation of Turbine Exhaust System Compensators Through Integrated MADM Optimization Approach of Stress Based Fatigue Cycles." In ASME 2021 Gas Turbine India Conference. American Society of Mechanical Engineers, 2021. http://dx.doi.org/10.1115/gtindia2021-76690.

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Abstract Exhaust expansion joints, also known as compensators, are found in a variety of applications such as gas turbine exhaust pipes, generators, marine propulsion systems, OEM engines, power units, and auxiliary equipment. The motion compensators employed must have accomplished the maximum expansion-contraction cycle life while imposing the least amount of stress. Discrepancies in the selecting of bellows expansion joint design parameters are corrected by evaluating stress-based fatigue life, which is challenging owing to the complicated form of convolutions. Meridional and circumferential

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Natarajan, Manikandan, Thejasree Pasupuleti, Palanisamy D, Lakshmi Narasimhamu Katta, and R. Silambarasan. "Optimization of Fusion Deposition Modeling Parameters for PLA Material for Automobile Interior Using Taguchi Based TOPSIS Approach." In Advances in Design, Materials, Manufacturing and Surface Engineering for Mobility (ADMMS’25). SAE International, 2025. https://doi.org/10.4271/2025-28-0131.

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<div class="section abstract"><div class="htmlview paragraph">Additive Manufacturing (AM), specifically Fused Deposition Modeling (FDM), has transformed the manufacturing industry by allowing the creation of intricate shapes using different materials. Polylactic Acid (PLA) is a biodegradable thermoplastic that is commonly used in additive manufacturing (AM) because of its environmentally friendly nature, affordability, and ease of processing. This study aims to optimize the parameters of Fused Deposition Modeling (FDM) for PLA material using the Technique for Order Preference by Si

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K, Barathi Raja. "Reduction in Synchronizer Ring Wear and Improving the Cone Torque Generation by Enhancing the Lapping Operation Using Statistical Technique." In International Conference on Advances in Design, Materials, Manufacturing and Surface Engineering for Mobility. SAE International, 2023. http://dx.doi.org/10.4271/2023-28-0116.

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<div class="section abstract"><div class="htmlview paragraph">In automotive manual transmission gearboxes, the synchronizer rings play a vital role in gear shift operations. The efficiency of the synchronizer ring depends upon the frictional surface geometry. The critical parameter is the synchronizer ring frictional surface circularity. The circularity deviation causes higher synchronizer ring wear and poor cone torque generation. With the current manufacturing methods and the thickness of the synchronizer ring, circularity improvement is a challenge. The synchronizer ring thread

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Gravel, David, Arnold Bell, Biao Zhang, and George Zhang. "Robot Learning and Self Optimization of Process Parameters." In ASME/ISCIE 2012 International Symposium on Flexible Automation. American Society of Mechanical Engineers, 2012. http://dx.doi.org/10.1115/isfa2012-7107.

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Robotic assembly self learning is accomplished through the use of a parameter optimization technique in the midst of running production on a real-world torque converter assembly process. The robotic performance metrics optimized in the manufacturing process are First Time Through (FTT) percentage and cycle time. The data generated is automatically gathered and analyzed by two robot program modules – RAPID motion program module and C# analyzing module. The optimization tool applies Taguchi full factorial Design of Experiments (DOE) that is running on parts during the production process. These r

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S, Jeyavendeesh Kumar, and Abhay Siingh. "CEM based Optimization Approach for Effective Placement of Antenna." In WCX SAE World Congress Experience. SAE International, 2024. http://dx.doi.org/10.4271/2024-01-2722.

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<div class="section abstract"><div class="htmlview paragraph">In this paper, in order to obtain the specified communication range, this work provides a novel optimization approach for antenna placement inside a design space of a vehicle is proposed. The design community can undertake antenna design iterations and quickly investigate antenna placement areas with the help of the optimal placement of antenna utilizing computational electromagnetic (CEM) based optimization approach. The design of experiments (DOE) for various antenna positions and orientations was produced using the Ta

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Cozzolini, A., M. C. Besch, M. Ardanese, et al. "Determination of Optimal Engine Parameters for Exhaust Emissions Reduction Using the Taguchi Method." In ASME 2011 Internal Combustion Engine Division Fall Technical Conference. ASMEDC, 2011. http://dx.doi.org/10.1115/icef2011-60134.

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In order to meet the ever more stringent exhaust emissions regulations and improve fuel consumption, heavy-duty Diesel engines (HDDE) have been equipped with electronically controlled components, including Exhaust Gas Recirculation systems (EGR), Variable Geometry Turbochargers (VGT) and advanced Fuel Injection Equipment (FIE) allowing for more flexible engine optimization. The introduction of such components increased the number of parameters influencing the optimization procedure; thus, significantly increasing the required amount of test-cell time to achieve an optimal engine calibration. M

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