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جستجوی مقالات مرتبط با کلیدواژه « response surface method » در نشریات گروه « مواد و متالورژی »

تکرار جستجوی کلیدواژه «response surface method» در نشریات گروه «فنی و مهندسی»
  • M. Gholinia, A. A. Ranjbar *, D. D. Ganji, M. Pourfallah
    The two-phase fluid flow in the Heavy-duty diesel (HDD) engine water jacket coolant can greatly reduce the thermal load of the cylinder head. In this experimental work, the characteristic of two-phase fluid flow in a transparent Plexiglas channel using C2H6O2- H2O (50%–50%) is investigated. Gray cast iron surfaces were selected as the heated surfaces to simulate the material of the HDD-cylinder head. Operating conditions of the HDD- engine (i.e. Vinlet from 0.46 to 2.0 m/s, Psystem from 1 to 2 bar and Tinlet from 70 to 110°C) are optimized using Response Surface Method (RSM) within the framework of the Central Composite Design (CCD) model. The outputs indicate: the onset of nucleate boiling (ONB) temperature increases by about ≈ 11.92% when the pressure changes from 1 to 2bar. By reducing the inlet temperature (from 70 to 110℃), the effect of superheating disappears around the bubble, so to reach the non-linear (i.e. two-phase region) area, the heat flux must be increased between 10 to 15 kW/m2 to observe the ONB point. The cooling system pressure at low velocities (i.e. < 1m/s) should be considered in such a way that the saturation temperature of the fluid is about 35 to 50℃ lower than the HDD-engine wall temperature. Instead, at high velocities (i.e  1m/s) this temperature difference between the fluid saturation temperature and the wall temperature is about 55 to 85℃.
    Keywords: Heavy-Duty Diesel Engine, Gray Cast Iron Block, Nucleate Boiling, Response Surface Method, Central Composite Design}
  • B. Pasoodeh, Vali Alimirzaloo *, M. Shahbaz, K. Hajizadeh, J. Alizadeh Kaklar
    Cyclic extrusion compression angular pressing (CECAP) is a novel severe plastic deformation (SPD) method applied for improvement of mechanical and metallurgical properties of materials. In this research, finite element analysis and response surface method were considered for CP-Ti in CECAP process. Temperature, input extrusion diameter, exit extrusion angle, shear factor and longitudinal distance of input extrusion to ECAP region were selected as input parameters to study strain distribution on the current process. The analysis of variance (ANOVA) was developed for current work, and the results showed that input parameters of input extrusion diameter and shear factor, and the interaction of the temperature and longitudinal distance of input extrusion to ECAP region, and the shear factor and longitudinal distance of input extrusion to ECAP region considerably affect the strain distribution. The hardness measurement in the section A at the points near to center and outer surfaces of sample showed the hardness of 21 and 24 HRC respectively, where, the maximum difference for hardness was achieved about 12% throughout the cross section which is in suitable agreement with the strain distribution model. Moreover, optical microscope (OM) both current CDECAP and conventional CECAP showed that the majority of deformed grains were enlarged. The average deformed grain size for current CECAP was reduced to 100 nm, which is considerably smaller than for conventional CECAP with average grain size of 300 nm. Furthermore, the load-stroke diagram was achieved by experimental test and compared by the results achieved from numerical model, and the results showed a good agreement between them.
    Keywords: Strain distribution, CECAP process, Response surface Method, Finite Element Analysis, CP-Ti}
  • مهران تدین سعیدی، بابک قربانیان*

    فرایند رسوب و نفوذ حرارتی یکی از روش های اصلاح خواص سطحی یا تغییر ترکیب شیمیایی سطح است که در آن، از طریق نفوذ عنصر کروم از طریق اتمسفر پوشش دهی و اتم کربن زیر لایه توسط فرآیند نفوذ با یکدیگر واکنش می دهند و به دلیل پایین بودن انرژی ایجاد کاربید، باعث ایجاد پوشش سخت و متراکم کاربید کروم روی سطح فولاد می شود. برای ایجاد کاربید کروم نمونه در مخلوطی از فرو کروم، بوراکس و اسید بوریک قرار می گیرد. برای بدست آوردن حالت بهینه از سه متغیر دما (980-1020 درجه سانتی گراد)، زمان (2-10 ساعت) و فاصله نمونه از سطح مذاب (1/4 h-3/4 h) استفاده شد. نتایج نشان می دهد که پوشش ایجاد شده سختی در حدود 1300-2800 ویکرز و ضخامتی در حدود 40 میکرون دارد. نتایج برای حالت بهینه نشان می دهد که بیشترین احتمال حالت بهینه در زمان 26/9 ساعت، دمای 1020 درجه و فاصله h75/0 از سطح مذاب حاصل شد. بهینه نتایج خروجی بدست آمده از شرایط مذکور، ضخامتی در حدود 37 میکرون و سختی در حدود 2650 ویکرز است که درصد دستیابی به این نتایج در حدود 99% گزارش شد. نتایج بدست آمده با مقدار واقعی صحت سنجی شد که در سطح 95 درصد نتایج با مقادیر تجربی همخوانی دارد. ارتفاع از سطح مذاب بیشترین تاثیر را در ضخامت و سختی دارد.

    کلید واژگان: روش حمام نمک مذاب (TRD), روش سطح پاسخ, پوشش کاربید کروم}
    Mehran Tadayo Saidi, Babak Ghorbanian *

    by Thermo-Reactive Diffusion is one of the methods to modify the surface properties or change the chemical composition of the surface in which, through the penetration of chromium element through the coating atmosphere and the carbon atom of the substrate by the diffusion process react with each other and due to low The energy of carbide formation creates a hard and dense coating of chromium carbide on the steel surface. To make chromium carbide, the sample is placed in a mixture of ferrochrome, borax and boric acid. To obtain the optimal state of three variables of temperature (in three levels of 980, 1000 and 1020 ° C), time (in three levels of 2, 6 and 10 hours) and distance of the sample from the molten surface (in three levels of 1/4 h, 1/2 h and 3/4 h) were used. The results show that the hardness of coating is about 1300-2800 Vickers and the thickness is about 40 microns. The results for the optimal state show that the highest probability of the optimal state was obtained at 9.26 h, 1020 ° C and 0.75 h distance from the molten surface. The optimal output results obtained from the mentioned conditions are a thickness of about 37 microns and a hardness of about 2650 Vickers, the achievement of these results was reported to be about 99%. The obtained results were validated with real value which is consistent with experimental values ​​at 95% level. Height from the molten surface has the greatest effect on thickness and hardness.

    Keywords: by Thermo-Reactive Diffusion (TRD), Response surface method, chromium carbide coating}
  • H. Safikhani *, E. Jabbari, M. Yousefi, V. Tahmsbi
    Studies have shown that most of the particles sprayed on emergency respirational patients, accumulate inside the endotracheal tube and its connector. In this paper, applying Computational Fluid Dynamics (CFD) and Response Surface Method (RSM), an optimized geometry is introduced for higher efficiency of the drug delivery for patients with emergency respiratory diseases. In CFD modeling, finite volume method and for two-phase flow modeling, Lagrangian method is used. Reynolds averaged Navier–Stokes equations with Reynolds stress turbulence model are solved using SIMPLE pressure correction algorithm within the computational domain. The velocity fluctuations are simulated using the Discrete Random Walk (DRW). For optimization process, six different parameters including three dimensions of the connector of the tube: connector length, connector diameter and injection diameter, injection velocity of the drug particles, air flow velocity and particle size are investigated. Using Design of Experiments (DOE) and RSM, the output efficiency of the model and second-order regression equation model are derived and accuracy of the model is confirmed. Then the effect of each input parameter on the efficiency is investigated. Dringer algorithm is applied to optimize the process and the best combination of input parameters yielding the highest efficiency is introduced.
    Keywords: Computational Fluid Dynamics, Drug Delivery Device, Endotracheal tube, optimization, Respirational Patients, response surface method}
  • M. Vahdani *, M. Ghazavi, M. Roustaei
    The present study was based on a promoting statistical method known as response surface method (RSM). RSM has been applied as an efficient method to optimize many physical applications in industry for more than two decades. In the current study, the RSM was utilized as a platform to develop models as a function of some prescribed input factors to predict mechanical properties (responses) of frozen soils (i.e. peak tensile/compressive strength, elasticity modulus). Besides, RSM makes it possible to find significant factors and probable interactions as well. A widespread literature review was conducted and three case studies were chosen to evaluate the performance of the RSM in developing precise models and finally an optimum experiment. For each case study, less than half of the available data (an average of 40.8%) was employed to develop models and the remaining part was employed to evaluate the validity of derived models. A comparison between predicted and measured data showed a good agreement with a significant level of 0.05. This indicates that upon using the model a hundred times to predict an specific property for different input factors, the maximum five predictions may diverge from the measured values with ± confidence interval. In addition, some contours were plotted to give a comprehensive presentation of any probable correlations between investigated properties and input factors. Based on the developed models with an average correlation coefficients (R2) of 93.69, temperature was found to be the most significant factor affecting the mechanical properties of frozen fine soil, while the dry density was not as effective as the temperature.
    Keywords: Frozen soil, Mechanical properties, Prediction models, response surface method, Statistical optimization}
  • S. Ghorbani, K. R. Kashyzadeh *
    In this study, it was attempted to design a high-performance single-walled carbon nanotube (SWCNT) bundle interconnects in a full adder. For this purpose, the circuit performance was investigated using simulation in HSPICE software and considering the technology of 32-nm. Next, the effects of geometric parameters including the diameter of a nanotube, distance between nanotubes in a bundle, and width and length of the bundle were analyzed on the performance of SWCNT bundle interconnects in a full adder using Taguchi approach (TA). The results of Taguchi sensitivity analysis (TSA) showed that the bundle length is the most effective parameter on the circuit performance (about 51% on the power dissipation and 47% on the propagation delay). Moreover, the distance between nanotubes greatly affects the response compared to other parameters. Also, response surface method (RSM) indicated that an increase in the length of interconnects (L) improves the output of power dissipation. As the width of interconnects (W) and diameter of CNTs (D) increase the power dissipation also increases. Decrease in the distance between CNTs in a bundle (d) leads to an increase in power dissipation. The highest value of power dissipation is achieved if the maximum values for the parameters of length and width of interconnects (L, W), and diameter of CNTs (D) and the minimum value of the distance between CNTs in a bundle (d) are considered. It is also revealed that an increase in the length of interconnects (L) increases the propagation delay. Eventually, the optimum parameters are reported and the performance of the optimized system is compared using different methods (TA and RSM). Results indicate that the difference between the performance of optimal design of SWCNT bundle interconnects in a full adder predicted by different methods is less than 6% which is acceptable according to engineering standards.
    Keywords: Carbon Nanotube Bundle Interconnects, full adder, Power dissipation, Propagation delay, response surface method, Taguchi approach}
  • جواد شهبازی کرمی، محمد مراد شیخی، غلامحسن پایگانه*، کرامت ملک زاده فرد
    فرآیند هیدروفرمینگ، یک روش پیشرفته برای شکل دهی قطعات لوله ای به شکل موردنظر قالب، با اعمال فشار بالا و تغذیه محوری می باشد. لوله های دو لایه متشکل از دو لوله فلزی مختلف (مانند آلومینیوم و مس) می باشند که برای استفاده در محیط های ترکیبی که لوله های تک لایه عملکرد مناسبی ندارند، توصیه می شوند. استفاده از این لوله ها در انتقال سیالات خورنده با دمای بالا، هوافضا و صنایع هوایی، تولید نفت و نیروگاه های اتمی پیشنهاد می گردد. در این مقاله، کاهش ضخامت و ارتفاع چروکیدگی لوله های دولایه از نظر پارامترهای هندسی (طول، قطر و ضخامت لوله های داخلی و خارجی، طول و ارتفاع بالج، طول پخ) با استفاده از روش المان محدود و طراحی آزمایشات به روش پاسخ سطح مدل سازی شده است. همچنین مدل المان محدود ساخته شده با نتایج تجربی صحه گذاری گردیده است. اثر پارامترهای هندسی و برهمکنش آن ها بر پاسخ ها، تعیین شده و مورد بحث قرار گرفته است. پارامترهای هندسی بهینه با در نظر گرفتن حداقل کاهش ضخامت و ارتفاع چروکیدگی، با استفاده از بهینه سازی چند متغیره به دست آمده است. نتایج بهینه سازی دارای تطابق خیلی خوبی با آزمایشات تجربی می باشد.
    کلید واژگان: هیدروفرمینگ لوله, تحلیل المان محدود, روش پاسخ سطح, بهینه سازی چند متغیره}
    Javad Shahbazi Karami, Mohamad Morad Sheikhi, Gholamhasan Payganeh *, Keramat Malekzadeh Fard
    Tube hydroforming process is an unconventional method to deform tubular components to the desired shape of die cavity by applying high pressure and axial feed displacement. Bi-layered tubing which consists of two different metallic layers (such as aluminum and copper) is recommended to use in complex working environments as it offers combined properties that single layer structure does not have. Using of this tubes are suggested in transferring high-temperature corrosive fluids, aerospace and aviation industries, oil production and nuclear power plants. In this paper, thickness reduction and wrinkle height of the bi-layered hydroformed tube are modeled in terms of geometrical factors (lengths, diameter and thickness of inner and outer tubes, lengths and heights of bulge, Chamfer lengths) using finite element method and design of experiments (DOE) with surface response method (RSM). As well, finite element model was built and experimentally validated. The geometrical factors effects and their interactions on the responses were determined and discussed. Optimum geometrical factors are obtained by minimizing thickness reduction and wrinkle height using multi-objective optimization. The optimization results are in good agreement with the experimental test.
    Keywords: Tube hydroforming, finite element analysis, Response surface method, Multi-objective optimization}
  • G. Hossein Farrahi *, Kazem Reza Kashyzadeh, Mohammad Minaei, Amir Sharifpour, Sima Riazi
    In the present research, the effects of spot-welding process parameters on the nugget diameter and electrode penetration depth of spot-welded joints were investigated. To achieve this, a spot-welded joint of three-thin sheet low carbon steels (same thicknesses of 0.8 mm) was simulated as an electerical-thermal-mechanical coupling of 3D finite element model. After validating the finite element simulation presented in this study by comparison with the experimental results for the spot diameter, various cases of spot welds were analyzed based on the design on experiment (i.e., Taguchi method). Six variables including electrode force, electric current, and quadrilateral times (squeeze, up-slope, welding time, and hold) at three different levels were considered as Taguchi algorithm inputs. The results of Taguchi sensitivity analysis showed that the parameters of electrical current (22 %) and welding time (17 %) are the most effective factors on the nugget diameter. Next, Multiple Regression Technique (MRT) was used to present a new equation for calculating spot diameter via the process parameters. The findings of this study showed that the difference between FE results and MRT for predicting spot diameter is less than 13%. Eventually, Response Surface Method (RSM) was utilized to determine the interaction effects of process parameters on the spot weld quality.
    Keywords: Resistance spot weld, Spot Welding Process Parameters, Nugget Diameter, Taguchi approach, Multiple regression, response surface method}
  • سجاد طوری*، سیدمحمود منیرواقفی، علی اشرفی

    در پژوهش حاضر پوشش های نوین هیبریدی نیکل-فسفر با تغییر تدریجی ضخامت، به روش الکترولس بر روی زیرلایه فولادی ایجاد شدند. به منظور ایجاد پوشش با ضخامت متغیر، از روش خارج کردن نمونه از حمام آبکاری در حین فرآیند استفاده شد. جهت هدفمند کردن آزمایش ها از روش سطح پاسخ (RSM) استفاده شد. برای مشخصه یابی پوشش ها از میکروسکوپ نوری، میکروسکوپ الکترونی روبشی (SEM)، آنالیز تفکیک انرژی (EDS) و سختی سنجی ویکرز استفاده شده است. نتایج تحلیل واریانس مدل های بدست آمده برای پیش بینی سختی و تغییرات ضخامت پوشش ها نشان داد که مدل ها از دقت و اعتبار بالایی برخوردار هستند. بررسی مجموع مربعات نشان داد که pH مهم ترین عامل تاثیرگذار بر سختی پوشش است. همچنین مقدار تاثیرگذاری pH بر تغییرات ضخامت پوشش حدود 5/1 برابر نرخ خروج نمونه از حمام الکترولس و 5/2 برابر دما است. تصاویر SEM و نتایج آنالیز EDS نشان دادند که pH و دما دو عامل مهم و تاثیرگذار در مورفولوژی سطحی و میزان فسفر پوشش ها هستند، بطوریکه میزان فسفر پوشش ها از 8/7 تا 1/10 درصد وزنی متغیر است. نتایج نشان داد که پوشش ایجاد شده در pH  برابر 4/5 و دمای 84  دارای بیشترین سختی حدود HV650 می باشد و پوشش ایجاد شده در pH برابر 2/5 ، دمای 86   و نرخ خارج کردن mm/min11/0 دارای بیشترین تغییرات ضخامت، برابر با µm/mm3 می باشد.

    کلید واژگان: الکترولس, پوشش Ni-P, روش سطح پاسخ, پوشش نیکل- فسفر}
    Sajjad Touri *, Sayed Mahmoud Monirvaghefi, Ali Ashrafi

    In this research, novel hybrid coatings were fabricated with a gradient thickness of Ni-P by the electroless process on the steel substrate, so that the coating thickness along these coatings gradually changes. To fabricate coating with variable thickness, the method of taking out the sample from the electroless bath during the process was used. For purposive experiments, response surface methodology (RSM) was utilized. Optical microscopy, SEM, EDS and micro-hardness test have been used to characterize the fabricated coatings. The results of variance analysis of the models indicated that the models are highly valued. The sum of squares showed that pH is the most important factor in coating hardness. Also, the effect of pH on the gradient of coating thickness is about 1.5 times the sample exit rate of the electroless bath and 2.5 times the temperature. SEM images and EDS analysis results showed pH and temperature are two important factors in surface morphology and phosphorus content of coatings. The phosphorous content of coatings varies from 7.8 to 10.1 wt%. The coating fabricated in pH 5.4 and 84℃ has the highest hardness about 650 HV. The coating fabricated in pH 5.2, 86℃ and the sample exit rate from the electroless bath 0.11mm/min has the highest gradient of thickness, about 3μm/mm.

    Keywords: Electroless, response surface method, gradient coating, Ni-P coating}
  • D. Zhang *, Z. Zhang, T. Cheng, X. Zhao
    This study investigated the vault settlement characteristics of an unsymmetrically loaded tunnel which was excavated by annular excavation via core rock support method. Response surface methodology (RSM) was employed to design the experiments, evaluate the results with the purpose of optimizing the value of design parameters for reducing the vault settlement. The parameters such as horizontal distance, step length, tunneling depth, width of core rock, strength of surrounding rocks and support strength were firstly examined, and a second-order polynomial regression equation was then derived to predict the responses of vault settlement. The percentage contribution, validity of model and effects of different parameters as well as their interactions were assessed by analysis of variance (ANOVA). In the order from high to low effect, these parameters are strength of surrounding rocks, support strength, horizontal distance, width of core rock, tunneling depth, and step length. The results indicated that the influence of uncontrollable factors (i.e. strength of surrounding rocks, tunneling depth, and horizontal distance) on the vault settlement can be reduced through the adjustment of controllable factors (i.e. Width of core rock, step length, and support strength). Moreover, the proposed method in this paper was validated with results of field test measurement and simulation calculation which verified its feasibility.
    Keywords: response surface method, Annular Excavation, Vault Settlement, Unsymmetrically Loaded Tunnel}
  • P. Narasimha Reddy *, J. Ahmed Naqash
    In the modern era, many research works are being carried out throughout the world for finding out a suitable cementitious material for the replacement of cement. The supplementary cementitious materials (SCM) can be used as a replacement of cement in the construction industry to minimize the carbon dioxide emission which is implicated in global warming and climatic changes in the environment. This paper presents the mechanical and durability index properties for M30 grade normal concrete (NM) and green concrete (GC). From the experimental results, it was clearly observed that the use of alccofine has resulted in attainment of higher strengths at early ages in concrete. Green concrete mix with 20% alccofine replacement of cement has achieved higher mechanical and durability index properties as compared to all other mixes. Response surface methodology was adopted to optimize the experimental data set in which regression equation was developed by relating response variable to input variable. This method helped to predict the experimental values within an acceptable error range. The predicted values were cross validated by employing coefficient of determination (R2) and residual sum of squares (RSS) which showed a good fit.
    Keywords: Alccofine, Mechanical properties, water absorption, response surface method}
  • H. Fekri, M. A. Shamsi, Nejad *, S. M. Hasheminejad
    This paper proposes a novel axial flux switching permanent magnet generator for small wind turbine applications. Surface mounted axial flux switching permanent magnet (SMAFSPM) machine is a new type of these machines that is introduced in this paper. One of the most important challenges in optimal designing of this kind of machines, is ease of construction and maintenance. One of the main features of this machine is putting the magnets on the surface, which makes the construction of the machine easier. The overlapped three-phase winding improves the quality of voltages and power of the machine.To reach the optimum dimensions of machine, centeral composite design (CCD) and response surface methodology (RSM) combined with 3D finite element methods have been used.
    Keywords: Wind Energy, Permanent Magnet Generator, Flux Switching, Design of Experiments, Response Surface Method}
  • Y. Karimi, S. Rashahmadi, R. Hasanzadeh
    The Newmark method is an effective method for numerical time integration in dynamic problems. The results of Newmark method are function of its parameters (β, γ and ∆t). In this paper, a stationary mode I dynamic crack problem is coded in extended finite element method )XFEM( framework in Matlab software and results are verified with analytical solution. This paper focuses on effects of main parameters in Newmark method for dynamic XFEM problems. Also use of the response surface method (RSM) a regression model is presented for estimating error of dynamic stress intensity factors (DSIF) with high validity according to results of analysis of variance (ANOVA). This work enables one to understand the effect of Newmark parameters on error of DSIFs and to find optimum β and γ for a determined number of time steps (N). This procedure is highly effective in order to manage the computational cost and enhance the accuracy at the desired domain. The effect of the considered parameters on error, is investigated using RSM in Minitab software and optimum state for minimization of errors is illustrated.
    Keywords: Dynamic XFEM, Time integration, Newmark method, Response surface method, Error}
  • Siroos Ahmadi *, Vali Alimirzaloo, Meysam Abdollahzade Gavgani
    Defects of the roll forming process are affected by amount and situation of the strains distribution. The effect of the process parameters on the strain distribution in the round cross section roll forming process has been studied. Finite element and response surface method have been used for process modelling. Then desirability functions approach and overlaid counter plots have been employed for optimization of the process. Three factors included roll diameter, distance between the stations and linear speed of the sheet are considered as input parameters. Sum of longitudinal maximum strain and transverse strain distribution uniformity were taken as response functions. Response function model for each function was obtained using the RSM. Finally, optimization of the process has been done using the desirability function approach and overlaid contour plots .Results show that both of the response surface models have good model adequacy. Optimization by desirability functions approach was presented as points which according to the type of the process and production requirements can only be used to start and preliminary design. But the overlaid contour plots have flexibility in output for manufacturing processes. Output overlaid contour plots provide optimum area that there is wide range of values for choices in different condition.
    Keywords: Roll forming process, Strain distribution, Finite element method, Response surface method, Desirability function}
  • مجتبی ذوالفقاری*، سید وحید میرآقایی
    در این مقاله با بررسی مکانیک نفوذ پرتابه های تکه ای در اهداف سرامیکی مدل ریاضی جدیدی جهت پیش بینی نفوذ پرتابه های تکه ای در اهداف نیمه بی نهایت سرامیکی ارائه شده است. در بررسی ها سه عامل سرعت برخورد، طول تکه ها، فاصله بین تکه ها و تعداد تکه ها مورد توجه قرار گرفته است. بررسی ها نشان داد سرعت برخورد مهمترین عامل در افزایش عمق نفوذ بوده و بر خلاف مکانیک نفوذ در پرتابه های میله بلند یکپارچه سرعت حدی هیدرودینامیکی برای نفوذ وجود ندارد. علاوه بر این شکل ایده آل برای تکه ها همان شکل دیسکی تکه ها می باشد که نشان گر نقش فاز پس جریان در مکانیک نفوذ پرتابه های تکه ای است. پس از اطمینان ازنتایج به دست آمده در شبیه سازی های عددی، مدلی ریاضی بر اساس روش سطح پاسخ ارائه گردید. این مقاله می تواند به عنوان مبنایی جدید در مطالعه نفوذ پرتابه های تکه ای در اهداف با ساختار پیچیده قرار گیرد.
    کلید واژگان: پرتابه تکه ای, هدف سرامیکی, نفوذ, مدل هلم کویئست, روش سطح پاسخ}
    Mojtaba Zolfaghari *
    In this paper by analyzing the penetration mechanics of the segmented rods into semi-infinite ceramic targets, a mathematical model is provided to predict segmented rod projectiles penetration into semi-infinite ceramic targets. In analysis three factors of segments length, segments distance and number of segments are considered. Results suggest that the most important factor in penetration depth is impact velocity. Against the penetration mechanics of long rod projectiles, there is no hydrodynamic limit. In addition ideal shapes for segments is a disk-like shape. Disk-like shape as ideal shape for segments shows the important role of “after flow phase” in segmented rod penetration mechanics. After making sure of accuracy of the simulation results, a mathematical model based on Response Surface method (RSM) is proposed. This paper can generate a suite base to study penetration of segmented rod into targets with complex structures.
    Keywords: Segmented rod, ceramic target, Holqmuist material model, Response surface method}
  • V. Tahmasbi, M. Ghoreshi, M. Zolfaghari
    Bone drilling process is the most prominent process in orthopedically surgeries and curing bone breakages. It is also very common in dentistry and bone sampling operations. Due to complexity of the material that is machined, bone, and the sensitivity of the process, bone drilling is one of the most important, common and sensitive processes in biomedical engineering field. The most critical problem which can occur during bone drilling is increasing the process temperature higher than allowable limit (47oC) which causes thermal necrosis or cell death in the bone tissue. In this study an empirical model is developed to able surgeon to predict the temperature of the process based on tool’s rotational speed, feed rate, tool diameter and effective interactions between these parameters. Experiments were designed and modeled using response surface methodology and to ascertain operation condition, optimization was performed. Results show that within the range of the investigated variables, with an increase in the tool diameter and cutting speed the rate of temperature increases. It is noted that the behavior of the feed rate is complex where in this paper is investigated precisely. Introduced response surface model is able to predict temperature behavior based on the input parameters. The allowable range of parameters in bone drilling operation is introduced to obtain a quick and swift a desirable operation.
    Keywords: machining, bone drilling, temperature, thermal necrosis, response surface method, biomechanics}
  • M. H. Djavareshkian*, A. Esmaeili, H. Safarzadeh
    In this research, the effect of shape parameters such as number of magnet wire turns, spools, thickness of the gap, and pole length in a Magnetorheological (MR) fluid damper is analytically investigated and the optimization of these parameters is done with response surface method (RSM) which is combined Neuro-Fuzzy method and Particle Swarm Optimization (PSO) algorithm. Since the electromagnetic and mechanical components of a Magnetorheological (MR) fluid damper have a direct effect on the electrical power consumption, time delay, and damped force that are considered as objective functions. Because of the nonlinear behavior of the components, a robust approach is needed to predict their reactions; therefore, Neuro-Fuzzy is utilized to generate a high accurate surface and PSO finds the optimum solution base on the surface. The sensitive analysis is also performed to examine the variation of the objective functions with various input parameters. In this process, the best parameters are obtained by overtaking the appropriate value of the objective functions. The results demonstrate that the optimum MR damper has provided the best configurations, so that damps a maximum force in minimum time and lowest power consumption. On the other hand, the amplitude of vibrations is significantly decreased in the presence of the optimized MR damper.
    Keywords: Magnetorheological Fluid, Damper, Optimization, Neuro, fuzzy, Particle Swarm Optimization, Response Surface Method}
  • G. R. Rezaei, N. Bani Mostafa Arab*
    Polymer-based nanocomposites due to good corrosion resistance, adequate mechanical properties and low cost are widely used in modern technologies. Because of the increasing application of these nanocomposites, their joining through welding processes seems unavoidable. In this paper, 5mm thick nanocomposite plates containing polypropylene, ethylene-propylene diene monomer with 0, 3 and 6% clay were butt welded using a novel hot tool in friction stir welding process. Response surface method is used to design experiments and determine the effect of process parameters such as tool rotational speed, welding speed, tool shoulder temperature and clay content on weld tensile strength. The results show that although increasing clay content in the base material increases its tensile strength, but decreases the tensile strength of the weld such that in specimens with 0, 3 and 6% clay content, the tensile strength of the weld equals 94, 80 and 61 percent of the respective base materials.
    Keywords: Nanocomposite, Friction Stir Welding, Clay, Response Surface Method, Tensile Strength}
  • مریم عطایی فرد*، محمدرضا صائب
    عامل ایجاد تصویر در چاپگر های لیزرجت، که به روش الکتروفوتوگرافی عمل می کند، تونر نام دارد. روش های متعددی برای تولید تونر به کار گرفته شده است و یکی از جدیدترین آنها، روش تجمع امولسیونی است. یکی از اهداف اصلی در تولید تونر، پایش و تنظیم شکل و توزیع اندازه ذرات است. هدف از این تحقیق بررسی تاثیر تغییر عوامل سرعت اختلاط، زمان اختلاط و نرخ حرارت دهی بر شکل، اندازه و همچنین توزیع اندازه ذرات تونر تولید شده به روش تجمع امولسیونی است. کیفیت تونر تولید شده با کمک تعیین اندازه ذرات و رنگ سنجی سنجیده می شود. بهینه سازی فرایند به کمک روش طراحی آزمایش سطح پاسخ و انجام 15 آزمایش مختلف با تغیر شرایط تولید صورت گرفته و روند تغییرات اندازه ذرات و رنگ تونر تولید شده به منظور درک مناسب فرایند تولید سنجیده می شود. مهمترین خروجی کاربردی از این تحقیق کاهش اندازه ذرات با افزایش سرعت اختلاط بوده است.
    کلید واژگان: تونر, الکتروفتوگرافی, تجمع امولسیونی, روش سطح پاسخ, بهینه سازی}
    Maryam Ataeefard*, Mohammad Reza Saeb
    Toner acts as the image producer in digital electrophotographic printing methods. There are several ways for the fabrication of toners that one new method among them is the emulsion aggregation technique. The control and tuning of toner shape, its size, and size distribution is a key in producing toner. The aim of this work is to study the effect of processing variables including mixing speed, mixing time, and heating rate on the shape, size, and particle size distribution of toners synthesize by emulsion aggregation method. The quality of resulting toner is evaluated based on its size and colorimetric study. Optimization of process employing Response Surface Methodology by designing and performing 15 experiments was carried out varying processing variables and the trends in the size and color of produced toner was detected to give a deep understanding of production process. The main practical aspect of this research was attributed to reduction in the size of toner particles over increasing mixing intensity.
    Keywords: Toner, electrophotography, emulsion aggregation, response surface method, optimization}
  • احمدرضا قاسمی*، محمد هادی حاج محمد، مجتبی امین الرعایا، مهدی میر مقتدایی
    در این تحقیق اثرات انفجار بر روی چندلایه هیبرید کامپوزیتی کربن- اپوکسی با صفحات فلزی از جنس آلومینیوم، تحلیل شده و چیدمان لایه های کامپوزیتی کربن- اپوکسی بهینه سازی شده است. برای این منظور، ابتدا موج حاصل از انفجار به صورت تحلیلی مدلسازی شده و اثرات موج انفجار بر روی سازه مطالعه شده است. با استفاده از روش المان محدود و مدلسازی چندلایه مذکور پارامترهای مختلف آن از جمله جابجایی، تنش و معیار شکست تسای- وو محاسبه شده است. با تغییر چیدمان الیاف و به کمک روش سطح پاسخ، تابع تقریب مناسب برای بهینه سازی تعیین شده است. آنگاه با استفاده از الگوریتم ژنتیک، چیدمان بهینه برای چند لایه کامپوزیت در شرایط مختلف تکیه گاهی به دست آمده و نتایج مقایسه، تحلیل و ارزیابی شده است. نتایج نشان می دهد که با تغییر در چیدمان لایه ها و بهینه سازی، ضریب اطمینان برای مقابله با اثرات انفجار در شرایط تکیه گاهی مختلف به طور چشمگیری افزایش یافته و جابجایی نقاط کاهش می یابد.
    کلید واژگان: چندلایه کامپوزیت, فلز, بهینه سازی, بار انفجاری, ترتیب چیدمان, الگوریتم ژنتیک, سطح پاسخ}
    A. R. Ghasemi*, M. H. Hajmohammad, M. Aminoroaya, M. Mirmoghtadaei
    In this research, stacking sequences of hybrid composites composed of Aluminum plate and Carbon/Epoxy laminate under explosion loading have been optimized and analyzed. First, the effect of explosion wave on the stress, deflection field, and Tsai-Wu criteria has been investigated. Then, by using finite element modeling for these laminates and Response Surface Method (RSM) and Genetic Algorithm (GA), objective functions have been determined and the stacking sequences of the Aluminum plate and Carbon/Epoxy laminate were optimized. Results of this study show that change of the stacking layups can increase the resistance of FML for preventing the explosion effects as well as, providing maximum safety factor and minimum deflection.
    Keywords: Fiber Metal Laminates (FML), Optimization, Explosion Loading, Stacking Sequences, genetic algorithm, response surface method}
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