Relevant bibliographies by topics / Split-Plot Response Surface Designs

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  2. Dissertations / Theses
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  4. Conference papers

Academic literature on the topic 'Split-Plot Response Surface Designs'

Author: Grafiati
Published: 5 June 2025
Last updated: 1 August 2025

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Journal articles on the topic "Split-Plot Response Surface Designs"

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Vining, G. Geoffrey, Scott M. Kowalski, and Douglas C. Montgomery. "Response Surface Designs within a Split-Plot Structure." Journal of Quality Technology 37, no. 2 (2005): 115–29. http://dx.doi.org/10.1080/00224065.2005.11980310.

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Wang, Li, Scott M. Kowalski, and G. Geoffrey Vining. "Orthogonal blocking of response surface split-plot designs." Journal of Applied Statistics 36, no. 3 (2009): 303–21. http://dx.doi.org/10.1080/02664760802444002.

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Cortes, Luis A., James R. Simpson, and Peter A. Parker. "Response surface split-plot designs: A literature review." Quality and Reliability Engineering International 34, no. 7 (2018): 1374–89. http://dx.doi.org/10.1002/qre.2350.

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Lin, Chang-Yun, and Po Yang. "Response Surface Methodology Using Split-Plot Definitive Screening Designs." Journal of Quality Technology 47, no. 4 (2015): 351–62. http://dx.doi.org/10.1080/00224065.2015.11918139.

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Jones, Bradley, and Peter Goos. "I-Optimal Versus D-Optimal Split-Plot Response Surface Designs." Journal of Quality Technology 44, no. 2 (2012): 85–101. http://dx.doi.org/10.1080/00224065.2012.11917886.

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Parker, Peter A., Scott M. Kowalski, and G. Geoffrey Vining. "Classes of Split-plot Response Surface Designs for Equivalent Estimation." Quality and Reliability Engineering International 22, no. 3 (2006): 291–305. http://dx.doi.org/10.1002/qre.771.

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Azhar, Hussain Shah Farrukh Shehzad. "Robustness Of Two Factor Response Surface Designs Within Split-Plot Structure Against Missing Observations." Multicultural Education 7, no. 10 (2021): 683. https://doi.org/10.5281/zenodo.5598925.

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<em>In this paper we presents Minimaxloss criterion for fixed variance ratio, based on D-,G- and A-efficiency, and which accounts within-whole plot and sub plot singlemissing observations, for constructing two factor robust designs with in split-plot response&nbsp; surface designs structure that is robust to a single missing observation at different designs points for fixed variance ratio. A missing observation make the outputs of Response Surface Modal is difficult. Then comparison of the loss in the data due to a single missing values by numerically computations for A-optimality, D- optimali
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Vining, G. Geoffrey, and Scott M. Kowalski. "Exact Inference for Response Surface Designs Within a Split-Plot Structure." Journal of Quality Technology 40, no. 4 (2008): 394–406. http://dx.doi.org/10.1080/00224065.2008.11917745.

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Berni, Rossella, and Nedka Dechkova Nikiforova. "A Joint Multiresponse Split-Plot Modeling and Optimization Including Fixed and Random Effects." Austrian Journal of Statistics 51, no. 1 (2022): 83–101. http://dx.doi.org/10.17713/ajs.v51i1.1211.

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This paper deals with a proposal for joint modeling and process optimization for split-plot designs analyzed through mixed response surface models. It addresses the following main issues: i) the building of a joint mixed responsesurface model for a multiple response situation, by defining only one response through which specific coefficients areincluded for studying the association among the responses; ii) the considering of fixed as well as random effects within a joint modeling and optimization context; iii) the achievement of an optimal solution by involving specific as well as common coeff
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Moreland, Jeffrey C., Julia L. Sharp, and Philip J. Brown. "Lab-Scale Fiber Spinning Experimental Design Cost Comparison." Journal of Engineered Fibers and Fabrics 5, no. 1 (2010): 155892501000500. http://dx.doi.org/10.1177/155892501000500105.

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Many statistical experimental designs are too costly or require too much raw material to be feasible for lab-scale fiber spinning experiments. In this study a four-factor response surface design is presented to study the fiber spinning process in detail at the lab scale. The time, cost, and amount of raw material required to execute the proposed design are compared to the typical completely randomized 24 factorial design used in fiber spinning experiments and also to a standard four-factor response surface design. Sample fiber data as well as analysis from a typical statistical software packag
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Dissertations / Theses on the topic "Split-Plot Response Surface Designs"

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Liang, Li. "Graphical Tools, Incorporating Cost and Optimizing Central Composite Designs for Split-Plot Response Surface Methodology Experiments." Diss., Virginia Tech, 2005. http://hdl.handle.net/10919/26768.

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In many industrial experiments, completely randomized designs (CRDs) are impractical due to restrictions on randomization, or the existence of one or more hard-to-change factors. Under these situations, split-plot experiments are more realistic. The two separate randomizations in split-plot experiments lead to different error structure from in CRDs, and hence this affects not only response modeling but also the choice of design. In this dissertation, two graphical tools, three-dimensional variance dispersion graphs (3-D VDGs) and fractions of design space (FDS) plots are adapted for split-plot
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Wang, Li. "Recommendations for Design Parameters for Central Composite Designs with Restricted Randomization." Diss., Virginia Tech, 2006. http://hdl.handle.net/10919/28794.

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In response surface methodology, the central composite design is the most popular choice for fitting a second order model. The choice of the distance for the axial runs, alpha, in a central composite design is very crucial to the performance of the design. In the literature, there are plenty of discussions and recommendations for the choice of alpha, among which a rotatable alpha and an orthogonal blocking alpha receive the greatest attention. Box and Hunter (1957) discuss and calculate the values for alpha that achieve rotatability, which is a way to stabilize prediction variance of the desig
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Parker, Peter A. "Response Surface Design and Analysis in the Presence of Restricted Randomization." Diss., Virginia Tech, 2005. http://hdl.handle.net/10919/26555.

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Practical restrictions on randomization are commonplace in industrial experiments due to the presence of hard-to-change or costly-to-change factors. Employing a split-plot design structure minimizes the number of required experimental settings for the hard-to-change factors. In this research, we propose classes of equivalent estimation second-order response surface split-plot designs for which the ordinary least squares estimates of the model are equivalent to the generalized least squares estimates. Designs that possess the equivalence property enjoy the advantages of best linear unbiased
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"Mixture-process Variable Design Experiments with Control and Noise Variables Within a Split-plot Structure." Doctoral diss., 2010. http://hdl.handle.net/2286/R.I.8772.

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abstract: In mixture-process variable experiments, it is common that the number of runs is greater than in mixture-only or process-variable experiments. These experiments have to estimate the parameters from the mixture components, process variables, and interactions of both variables. In some of these experiments there are variables that are hard to change or cannot be controlled under normal operating conditions. These situations often prohibit a complete randomization for the experimental runs due to practical and economical considerations. Furthermore, the process variables can be categori
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蔡嘉玲. "A Class of Split-factorial Nested Designs for Estimation a Response Surface and Variance Components." Thesis, 2004. http://ndltd.ncl.edu.tw/handle/51034509079411783386.

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碩士<br>東海大學<br>統計學系<br>93<br>This article introduces a class of unbalanced experimental designs, called split-factorial nested designs, which allow for the estmation of both response surface effects (fixed effects of crossed factors) and variance components arising from nested random effects. An iterated least squared (ITLS) method using sufficient statistics is given for calculating maximum likelihood estimates (ML) of the parameters in a mixed model. Simulation results show that advantages for the unbalanced designs are greatest when erro
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Book chapters on the topic "Split-Plot Response Surface Designs"

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Vining, G. Geoffrey. "Split-Plot Response Surface Designs." In Design and Analysis of Experiments. John Wiley & Sons, Inc., 2012. http://dx.doi.org/10.1002/9781118147634.ch14.

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Berni, Rossella. "Split-Plot and Robust Designs: Weighting and Optimization in the Multiple Response Case." In Contributions to Statistics. Physica-Verlag HD, 2010. http://dx.doi.org/10.1007/978-3-7908-2410-0_4.

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Inchausti, Pablo. "Mixed Hierarchical Models and Experimental Design Data." In Statistical Modeling With R. Oxford University PressOxford, 2022. http://dx.doi.org/10.1093/oso/9780192859013.003.0016.

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Abstract This chapter discusses the formulation and interpretation of generalized linear mixed/hierarchical models. It illustrates the use of these models with three case studies involving randomized block, repeated measures, and split-plot designs with different types of response variables. We discuss the interpretation of the estimated fixed (population) and random (group-level) effects, and the asssessment of their goodness of fit with detailed residual analysis. All statistical models are fitted in both the frequentist and Bayesian frameworks.
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Lamichaney, Sameer, Ambikesh Kumar Srivastwa, Palash Biswas, et al. "Parametric Optimization of Mass Deposition of Electroless Ni-W-P Coating Using Central Composite Design." In Advances in Transdisciplinary Engineering. IOS Press, 2022. http://dx.doi.org/10.3233/atde220810.

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In this study we consider copper sample as a substrate under which the Electroless Ni-W-P coatings were established and successfully deposited. The three factor was taken into consideration, i.e. concentration of the Nickel Sulphate, Sodium Hypophosphite and Sodium Tungstate Dihydrate. Central Composite Design modelling was done with the help of total 20 runs that were conducted in the design, with mass deposition per unit area as the response parameter. The optimized sample was evaluated from the Design of Experiments based on Central Composite design. From where we examined the individual le
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M. Fadayini, Oluwafemi, Adekunle A. Obisanya, Gloria O. Ajiboye, et al. "Simulation and Optimization of an Integrated Process Flow Sheet for Cement Production." In Cement Industry - Optimization, Characterization and Sustainable Application. IntechOpen, 2021. http://dx.doi.org/10.5772/intechopen.95269.

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In this study the process flow diagram for the cement production was simulated using Aspen HYSYS 8.8 software to achieve high energy optimization and optimum cement flow rate by varying the flow rate of calcium oxide and silica in the clinker feed. Central composite Design (C.C.D) of Response Surface Methodology was used to design the ten experiments for the simulation using Design Expert 10.0.3. Energy efficiency optimization is also carried out using Aspen Energy Analyser. The optimum cement flow rate is found from the contour plot and 3D surface plot to be 47.239 tonnes/day at CaO flow rate
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Kumar Singh, Bipul, Ankit Kumar Maurya, Sanjay Mishra, and Anjani Kumar Singh. "Parametric Analysis and Modeling of die-sinking Electric Discharge Machining of Al6061/SiC Metal Matrix Composite Using Copper Electrode." In Manufacturing and Processing of Advanced Materials. BENTHAM SCIENCE PUBLISHERS, 2023. http://dx.doi.org/10.2174/9789815136715123010014.

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Aluminum-based metal matrix composites (MMC) are widely used in modern industries due to their lightweight, high strength, and superior hardness. In this study, silicon carbide (SiC) reinforced MMC has been fabricated using the stir casting method. Die-sinking EDM of fabricated MMC was performed using a copper (Cu) electrode. Experiments were carried out using the response surface methodology of box-behnken design (BBD) (RSM). The response surface plot was used to do parametric analysis on the effect of peak current (Ip ), gap voltage (Vg ), pulse-on-time (Ton), and duty factor(τ) on material
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Roy Choudhury, Somdotta. "An Electromagnetic Approach to Microstrip Structurers." In Electromagnetic Field - From Atomic Level to Engineering Applications [Working Title]. IntechOpen, 2025. https://doi.org/10.5772/intechopen.1010148.

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Microstrip transmission lines are widely used in RF (radio frequency) and microwave circuits, where the geometry and characteristics of the electric fields play an important role in the performance of the system. The electric field distribution in a microstrip structure depends on several factors, including the dimensions of the strip, the substrate material, and the frequency of operation. The electric fields in a microstrip transmission line are primarily confined between the conductor (the microstrip strip) and the ground plane beneath the dielectric substrate. The distribution of the elect
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Conference papers on the topic "Split-Plot Response Surface Designs"

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Timmer, Douglas H., Constantine Tarawneh, and Robert Jones. "Models for the Residual Life of Railroad Bearing Grease in Laboratory and Industry Applications." In 2017 Joint Rail Conference. American Society of Mechanical Engineers, 2017. http://dx.doi.org/10.1115/jrc2017-2250.

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Adequate lubrication in railroad bearings is crucial to the safe operation of these components. An investigation of the residual life of railroad bearing grease was conducted in a laboratory setting. The data was collected using a split-split-plot design of experiments. The Oxidation Induction Time (OIT), which is the time required for the remaining antioxidants in a sample of grease to be consumed in a test, is the response variable for this study. Low values of OIT indicate small remaining amounts of antioxidants in the grease and thus small remaining residual life in the grease. OIT measure
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Sapanaro, Michael, Suhash Ghosh, and Chittaranjan Sahay. "Motorcycle Swing Arm Development and Refinement Using Response Optimization." In ASME 2015 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/imece2015-51670.

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The purpose of this project is to develop a motorcycle rear swing arm using finite element analysis and response optimization. This paper aims to discuss the specific features, benefits, and precautions when using design optimization to develop a specific project. Design Optimization has been an evolving process for many years. The latest versions of finite element software allow users to develop, analyze, and optimize structural designs within one program quickly and efficiently. A single shock absorber mounted close to the chassis and centrally located was the design selected to be analyzed.
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Frear, Colton, Gerardo Carbajal, and Edwar Romero-Ramirez. "Extended Analysis of Micro Fin Array Configurations for Single- and Two-Phase Flow." In ASME 2022 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2022. http://dx.doi.org/10.1115/imece2022-95984.

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Abstract An experimental study was conducted to compare heat transfer performance between three micro fin array configurations for transient and steady periodic operation. The study evaluates the time a microchannel takes to reach steady-state conditions for a given flow rate and heat input. It is crucial to investigate the response of the thermal device to overcome a sudden overheating. The experiment aims to analyze the effects of flow boiling in microchannels for extended periods. The study focuses on three novel microchannel cooling devices with different micro fin array configurations. Th
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Schlaps, R. C., S. Shahpar, and V. Gümmer. "Automatic Three-Dimensional Optimisation of a Modern Tandem Compressor Vane." In ASME Turbo Expo 2014: Turbine Technical Conference and Exposition. American Society of Mechanical Engineers, 2014. http://dx.doi.org/10.1115/gt2014-26762.

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In order to increase the performance of a modern gas turbine, compressors are required to provide higher pressure ratio and avoid incurring higher losses. The tandem aerofoil has the potential to achieve a higher blade loading in combination with lower losses compared to single vanes. The main reason for this is due to the fact that a new boundary layer is generated on the second blade surface and the turning can be achieved with smaller separation occurring. The lift split between the two vanes with respect to the overall turning is an important design choice. In this paper an automated three
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Hoyle, Christopher, Wei Chen, Bruce Ankenman, and Nanxin Wang. "Optimal Experimental Design of Human Appraisals for Modeling Consumer Preferences in Engineering Design." In ASME 2008 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2008. http://dx.doi.org/10.1115/detc2008-49561.

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Human appraisals are becoming increasingly important in the design of engineering systems to link engineering design attributes to customer preferences. Human appraisals are used to assess consumers’ opinions of a given product design, and are unique in that the experiment response is a function of both the product attributes and the respondents’ demographic attributes. The design of a human appraisal is characterized as a split-plot design, in which the respondent demographic attributes form the whole-plot factors while the product attributes form the split-plot factors. The experiments are a
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Escudero-Ornelas, A. Y., A. Valera-Medina, S. Bigot, and D. Bhaduri. "A Study on the Influence of Laser Surface Texturing Parameters on the Dimensional Accuracy of the Textured Designs." In Cardiff University School of Engineering Research Conference. Cardiff University Press, 2024. http://dx.doi.org/10.18573/conf3.n.

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The research involves an experimental investigation into the laser surface texturing (LST) of stainless steel 316L parts to explore the correlation between the laser process parameters and the dimensional accuracy of the textured designs. A full factorial experimental design was used to analyse the impact of the input parameters via main effects plot and analysis of variance (ANOVA) test. The results indicated that laser track distance along the traverse scanning direction had the most significant effects on all the output responses, i.e. width and depth of the textured grooves and width of th
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Trifan, Adrian, Ioan Calinescu, Mircea Vinatoru, and Adina Ionuta Gavrila. "OPTIMIZATION OF MICROWAVE ASSISTED DELIGNIFICATION OF WOOD RESIDUES BY SURFACE RESPONSE METHODOLOGY." In Ampere 2019. Universitat Politècnica de València, 2019. http://dx.doi.org/10.4995/ampere2019.2019.9861.

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Efficient processing of vegetal biomass is a great challenge to current research studies. This work is focused on improving the yield of enzymatic hydrolysis of wood residues by removal of lignin using a alkaline wash assisted by microwave heating. The treatments were carried out for one hour in a pressurized microwave reactor (Synthwave-Milestone). The performance of the treatments was assessed by monitoring the concentration of lignin (determined by UV absorbance at 320 nm against a calibration curve). Each experiment was carried out in duplicate. The treatment conditions were established ac
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Gu, Lei, T. Tyan, G. Li, and R. J. Yang. "Vehicle Structure Optimization for Crash Pulse." In ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2004. http://dx.doi.org/10.1115/detc2004-57479.

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In vehicle safety engineering, it is important to determine the severity of occupant injury during a crash. Computer simulations are widely used to study how occupants move in a crash, what they collide during the crash and thus how they are injured. The vehicle motion is typically defined for the occupant simulation by specifying a crash pulse. Many computer models used to analyze occupant kinematics do not calculate both vehicle motion and occupant motion at the same time. This paper presents a framework of response surface methodology for the crash pulse prediction and vehicle structure des
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Naderian, Pooria, and Mohammad Shavezipur. "Application of Machine Learning in Design and Optimization of MEMS Tunable Capacitors." In ASME 2024 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2024. http://dx.doi.org/10.1115/detc2024-143542.

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Abstract Electrostatically actuated MEMS tunable capacitors have a nonlinear capacitance-voltage (C-V) response and limited tunability. Increasing the tunability and the linearity of the device’s response is of great desire. In this study, a design method, based on machine learning and optimization, is introduced that improves the tuning ratio and linearity of the device response. A capacitor with two deformation modes (rigid-body displacement of the moving electrode before pull-in and its deformations after pull-in) is used to demonstrate the technique. A set of simulation data for different
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Sadeghi-Esfahlani, Shabnam, Hassan Shirvani, Sunday Nwaubani, and Ayoub Shirvani. "Design Attributes for Geometry Optimization Process of Thin Walled Honeycomb Structures." In ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2011. http://dx.doi.org/10.1115/detc2011-47080.

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Thin walled cellular structures have the ability to absorb impact energy during crashing thus it is important to enhance the crashing efficiency and optimise the structural reliability. This paper discusses the honeycomb cell configuration optimization procedure. For the design optimization, the response surface method (RSM) is used to formulate the complex design where the energy absorption (EA) representing the structure’s ability of absorbing energy was selected as objective, the Y split side parting length w1, w2, and thickness T1 are defined as three design variables, and the maximum crus
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