به جمع مشترکان مگیران بپیوندید!

تنها با پرداخت 70 هزارتومان حق اشتراک سالانه به متن مقالات دسترسی داشته باشید و 100 مقاله را بدون هزینه دیگری دریافت کنید.

برای پرداخت حق اشتراک اگر عضو هستید وارد شوید در غیر این صورت حساب کاربری جدید ایجاد کنید

عضویت

جستجوی مقالات مرتبط با کلیدواژه « taguchi experimental design » در نشریات گروه « فنی و مهندسی »

  • H. Kadkhodayan *, T. Alizadeh

    In the present study, a new method has been suggested to solve the problems of the very low solubilityof sulfide ores in acidic solution and also the production of toxic impurities for the first time. In this work, the polyoxometalate (POM) oxidizer was applied for the dissolution of sulfide ores, extraction of metals, and removal of toxic and harmful wastes. In this procedure, POMs were used as strong oxidizers of sulfur compounds to dissolve sulfide ores. Also, acid was applied as a solvent and catalyst to increase the reaction rate. The Taguchi experimental design along with the ProMax simulation software was applied for studying the leaching of sulfide ores by POM oxidizers as a novel plan in experimental to industrial scales. The optimum data achieved by the Taguchi method was used as the input data to the simulation and sensitivity analysis of the process was executed by the ProMax software. The effects of curicital operating parameters such as the concentration of acid (CA) in the 60-90 g/l range, the  reaction temperature (TR) with the values of 60-90 ºC, the rotation rate (R) with the amounts of 50- 300 rpm, the retention time (τ) in the 0.5-2.0 h range, the concentration of polyoxometalate oxidizer with the values of 0.1- 0.5 g/l, the acid types of H2SO4, HNO3, HCl, H3PO4, the grain sizes of sulfide ores (Sparticle) in the 0.5-3.0 mm range and polyoxometalate with the types of [Mo6O19]2-, [Mo8O26]4-, [V10O28]6- and [H2W12O40]10- on the extraction efficiency of metals and removal of toxic heavy metals from sulfide ores by polyoxometalates were investigated. The optimum conditions to extract maximize metals from the sulfide ores were obtained as the CA; 80 g/l, TR; 90 ºC, R; 300 rpm, τ; 1.0 h, m POMs; 0.5g/l, acid type of H2SO4, Sgrain;1.0 mm and POMs type of [H2W12O40]10-. Under optimized conditions, the extraction efficiency of zinc, copper, and lead and the removal of toxic heavy metals from sulfide ores were determined as above 85%, 81%, 83%, and 99.9% receptivity.

    Keywords: Processes simulation, ProMax software, Taguchi Experimental Design, optimization}
  • A. Rashidi Komijan *, R. Tavakkoli-Moghaddam, S. -A. Dalil
    Fleet assignment and crew scheduling are the most complex airline optimization problems. In this research, an optimized crew pairing set considered as an input, and a crew is chosen for assigning to each certain crew pairing. This paper presents a novel model to integrate fleet assignment and crew scheduling problems. In this model, closed routes for crews and fleet are considered simultaneously. Also, the model considers two consecutive flight legs and some characteristics such as time lag, Minimum permitted time lag and Maximum Economic time. Also, a vibration damping optimization (VDO) algorithm is introduced to find good solution for this problem in a reasonable time. Experimental design based on the Taguchi method is taken into account. To compare the proposed VDO algorithm performance, four designed test problems are solved by proposed VDO and compared with optimal solution and Particle Swarm optimization (PSO) algorithm. Then, 10 generated test problems in large scale are solved using VDO and PSO. The results show that in four designed test problems, VDO and PSO solutions have 1.62% and 2.95% gaps in average with optimal solution. Moreover, based on 10 generated test problems, in average VDO give 6.71% better solution in less time compare to PSO.
    Keywords: Airline fleet assignment, Crew scheduling, Integrated mathematical model, VDO algorithm, Taguchi experimental design}
  • معصومه صابری لمراسکی، سعید بابایی*، سیدمهدی پورمرتضوی
    در این تحقیق به منظور پوشش دهی ذرات پنتااریتریتول تترانیترات (پتن) از ترکیب استان و نانورنگدانه لیتول روبین بی قرمز 57:1 (NLR) استفاده گردید. پس از مطالعات ساختاری نانوکامپوزیت پتن-استان-NLR توسط روش های مادون قرمز (FT-IR) و میکروسکوپ الکترونی روبشی نشر میدانی (FESEM)، از روش طراحی آماری تاگوچی برای بررسی و بهینه سازی میزان انعکاس نور نانوکامپوزیت در طول موج nm 532 استفاده شد. اثر چهار عامل غلظت استان، غلظت NLR، سرعت همزدن و دمای حمام فراصوت در سه سطح برمیزان انعکاس نور مورد بررسی قرار گرفت و تحلیل واریانس (ANOVA) نتایج نشان داد که غلظت NLR با درصد مشارکت 36/79 دارای بالاترین اثر می باشد. شرایط بهینه برای دست یابی به حداقل میزان انعکاس نورشامل 5% وزنی استان، 7%درصد وزنی NLR، سرعت هم زدن rpm 400 و دمای حمام فراصوت ºC50 بدست آمد. حداقل میزان انعکاس نور با تحلیل واریانس داده ها برای این شرایط بهینه برابر 67/1±97/4 درصد پیش بینی شد. میانگین نتایج تجربی برای میزان انعکاس نور نانوکامپوزیت تحت شرایط بهینه نیز برابر با 90/5 درصد حاصل شد. در ادامه رفتار حرارتی و پایداری در خلاء نمونه بهینه مورد بررسی قرار گرفت که نتایج حاصل نشان دهنده عدم تغییر در دمای ذوب و تجزیه نانوکامپوزیت نسبت به پتن خالص و بیانگر سازگاری NLR و استان با ترکیب پتن است.
    کلید واژگان: خواص نوری, پوشش دهی, پتن, روش فراصوت, طراحی آزمایش تاگوچی}
    Masoomeh Saberi Lamraski, Saeed Babaee *, Seied Mahdi Pourmortazavi
    In this research, in order to coating pentaerythritol tetranitrate (PETN) particles, estane compound and nano-pigment of red Lithol rubine B 57:1 (NLR) were used. After structural studies of nanocomposite by infrared (FT-IR) and field emission scanning electron microscopy (FESEM), Taguchi statistical design method was used to investigation and optimization of optical reflectance of nano-composite at 532 nm. The effect of four factors of estane concentration, NLR concentration, stirring speed and ultrasonic bath temperature in three levels on optical reflection was investigated and analysis of variance (ANOVA) showed that NLR concentration with the participation of 79.36 percent had highest effect. Optimal conditions to achieve a minimum light reflectance were obtained of estane 5 wt%, NLR 7 wt%, stirring speed 400 rpm and ultrasonic bath temperature of 50°C. The lowest light reflectance by analyzing the data variance for optimum conditions was estimated 4.97 ± 1.67. The mean experimental result for optical reflectance of the synthesized nano-composite under optimum conditions was 5.90 percent. Follows, thermal behavior and vacuum stability of the optimal sample was investigated that the results show that the melting point temperature and decomposition of nano-composite are not different compared to the pure PETN Indicating the compatibility of NLR and estane with PETN.
    Keywords: Optical Properties, Coating, PETN, Ultrasonic method, Taguchi experimental Design}
  • Mohammad Rahimian *
    In Data Envelopment Analysis (DEA) models, for measuring the relative efficiency of Decision Making Units (DMUs), for a large dataset with many inputs/outputs would need to have a long time with a huge computer. This paper proposed and developed the Differential evolution (DE) for DEA. DE requirements for computer memory and CPU time are far less than that needed by conventional DEA methods and can therefore be a useful tool in measuring the efficiency of large datasets. Since the operators have important roles on the fitness of the algorithms, all the operators and parameters are calibrated by means of the Taguchi experimental design in order to improve their performances.
    Keywords: Data Envelopment Analysis, Differential evolution, Taguchi Experimental Design}
  • شعیب کاسه گرمحمدی*، پوریا اقبالی، ابوذر کاسه گرمحمدی
    باتوجه به کاربرد روزافزون بتن وگسترش استفاده ازافزودنی هادرآن،انجام تحقیقات دراین راستا ازاهمیت خاصی برخورداراست.مقاومت یکی از کمیت های موثردرطرح وکنترل کیفیت بتن می باشدکه عوامل متعددی برآن تاثیر گذار است. افزایش زمان اختلاط بتن شایدیکی ازپارامترهایی باشد که کمترمورد توجه و بررسی قرار گرفته که دراین تحقیق تاثیرزمان اختلاط بر مقاومت فشاری بتن نانو سیلیس همراه با پوزولان پوسته برنج بررسی وبا بتن بدون نانو سیلیس وپوزولان پوسته برنج مقایسه گردید. همچنین تاثیرمحیط سولفاته برکاهش مقاومت این نوع بتن موردبررسی قرار گرفته وبا هم مقایسه شد. بدین منظور تعدادی آزمونه بتنی مکعبی به اضلاع15سانتیمتر حاوی1%نانو سیلیس و20%پوزولان پوسته برنج بازمانهای اختلاط متفاوت بین10تا40 دقیقه ساخته شدندکه هر5 دقیقه،3 نمونه ازبتن گرفته شدودر روزهای3،7و28 تحت تست فشاری قرارگرفته ودر نهایت نتایج مقاومت فشاری برحسب زمان اختلاط ودرسنین مختلف ترسیم وگزارش گردید. همچنین پوسته برنج تحت آزمایشXRD قرارگرفته و ازنمونه ها نیز عکسSEMگرفته شد تا از نظر تراکم ذرات باهم مقایسه شد ودرآخرتوسط نرم افزار تاگوچی طرح آزمایش از بتن نوشته شد. نتایج تحقیق نشان می دهد که برای دستیابی به بیشترین مقاومت فشاری دربتن نانوسیلیس همراه با پوزولان پوسته برنج، زمان مناسب(بهینه) 25دقیقه است که بانتایج آزمایش تاگوچی حدود 9درصد اختلاف دارد که پایین تر از میزان خطای مجاز می باشد.این بتن دارای ساختار آمورف تر وهمگن تری بوده و باکاهش تخلخل مقاومت خوبی در برابر حمله سولفاتها از خود نشان داده است.
    کلید واژگان: نانوسیلیس, پوزولان پوسته برنج, زمان اختلاط, مقاومت فشاری بتن, طرح آزمایش تاگوچی}
    Shoeyb Kasegar Mohamadi *
    Due to the increasing use of concrete and the use of additives in it , research in this direction is very important . Resistance is one of the effective values in the design and control of concrete quality that numerous factors and parameters affect it . Perhaps increasing in concrete mixing time is one of the parameters that are considered less attention and in this research ; the effect of mixing time on compressive strength of Nano - silica concrete with pozzolan rice husk was studied and were compared with concrete without Nano - silica and pozzolan rice husk .Therefore the effect of sulfate to reduce the resistance of this type of concrete was studied and compared . So , a number of pieces of concrete cube with sides of 15 cm contains %1 Nano - silica and 20% pozzolan husk Rice with a time of mixing varies between 10 to 40 minutes , that every 5 minutes , 3 samples of concrete were taken and made in the days 3 , 7 and 28 under the stress test and ultimately the results of mixing different compressive strength by the time was drawn and reported . Rice husk also tested and its components determined and compared with the standard . Nano - silica concrete and concrete pozzolan rice husk and without Nano – silica and pozzolan was also photographed to compare the density of particles , and at the end testing plan was written by Taguchi testing of concrete . The results show that for the most compressive strength of concrete pozzolan Nano comes with rice husk , the right time (optimal) 25 minutes with a Taguchi test results differ by about 9 percent lower than the margin of error is permitted , that at this time the concrete maximum compressive strength shows the maximum compressive strength at 28 days after the concrete 415 kg/cm2 and then does not show significant strength concrete . Pozzolan concrete without silica and rice husk increasing mixing time increases the compressive strength of concrete 375 kg/cm2 in 28 days from the time the concrete mixing process increase the resistance of shows . Ash consumption in the non - crystalline silica , which is 88% of the project , has shown its high pozzolanic activity . Physical and chemical (XRF) examination showed that rice husk ash used in this project within the requirements of ASTM C-618 for pozzolan is located . XRD results show that the consumer is fully amorphous silica from rice husk ash . As the electro - microscopic pictures (sem) is observed in samples without Nano - silica and pozzolan rice husk , the concrete has uneven texture and large crystals are clearly visible which are connected with needle - shaped crystals and large pores are clear in concrete . However , the concrete samples with Nano - silica and rice husk pozzolan , concrete has a more amorphous structure which are homogeneous and integrated together . And the porosity of the concrete is significantly reduced , which increases the resistance of concrete.
    Keywords: Nano-silica, rice hull pozzolan, mixing time, the compressive strength of concrete, Taguchi experimental design}
  • مینا ادیبی، داوود رشتچیان، محسن آزادفر
    کاهش سطح ذخایر نفتی و تغییرات قیمت سوخت های فسیلی و تاثیر سوء گازهای ایجادشده از احتراق آن ها، باعث افزایش روزافزون ارزش و اهمیت سوخت زیستی شده است و توجه زیادی را به خود جلب کرده است. سوخت زیستی که از سوخت های پاک بوده و از منابع تجدید پذیری مانند روغنی و گیاهی ساخته می شود، برای جایگزینی سوخت های فسیلی انتخاب مناسبی است. در این تحقیق بررسی تولید پیوسته سوخت زیستی از خوراک روغن سویا و متانول به روش ترانس استریفیکاسیون در حضور کاتالیست همگن بازی (هیدروکسید سدیم) و بهینه سازی پارامترهای مهم و تاثیرگذار در فرآیند تولید مدنظر قرار گرفت. راکتور مورد استفاده، راکتور لوله ای مجهز به همزن ثابت با بازدهی بالا و شرایط عملیاتی قابل کنترل با هزینه ساخت پایین است. در طراحی این راکتور از ترکیب مزایای چند راکتور دیگر بهره برده شده است؛ و درنتیجه موفق به دست یابی به درصد تبدیل واکنش 72/94% در زمان ماند min 61/1 شد. همچنین پارامترهای موثر در این فرایند شامل دما، شدت جریان، نسبت مولی الکل به روغن و درصد کاتالیست به کمک طراحی آزمایش با روش تاگوچی در سه سطح متفاوت بهینه سازی شد. درصد تبدیل واکنش در نقطه بهینه محاسبه شده توسط آنالیز واریانس برابر 53/98% هست که این مقدار در نقطه عملکرد بهینه بعد از ادغام فاکتور دما برابر 02/98% می شود.
    کلید واژگان: تولید سوخت زیستی, ترانس استریفیکاسیون, کاتالیست همگن بازی, طراحی آزمایش تاگوچی, راکتور همزن ثابت}
    Mina Adibi*, Davood Rashtchian, Mohsen Azadfar
    Reduction in the oil reserves’ levels, the variation of fossil fuel prices and GHG have led to grow the value of attention to biodiesel. Reserves of fossil fuels are running out and should have proper alternative for them. Environmental benign and renewable properties of biodiesel make it consider suitable candidate to replace fossil fuels. In this study, continuous production of biodiesel and optimization of important and influential parameters have been investigated. The method was concluded of trans-esterification of soya oil with methanol as feed in presence of homogeneous catalyst of NaOH. A plug flow reactor containing a static mixer with high efficiency, low cost and controllable operating conditions was used. The reactor was designed as it used the combination of advantages other reactors to achieve %94.72 conversion at 1.61minute. Four factors including; (1) the methanol/oil molar ratio, (2) flow rate of feed, (3) the reaction temperature and (4) the catalyst percent in 3-level were optimized by Taguchi experimental design. The optimized conversion point which was obtained by ANOVA method at %98.53 was converted to 98.02% after merging the temperature factor.
    Keywords: Biodiesel Production, Transesterification, Basic Homogeneous Catalyst, Taguchi Experimental Design, Static Mixer Reactor}
  • Reihane Nafar Dehsorkhi *, Soheil Sabooni, Abdoulmajid Eslami, Fathallah Karimzadeh, Behzad Sadeghian
    In the present study, an ultrafine grained (UFG) 304L stainless steel with the average grain size of 300 nm was produced by a combination of cold rolling and annealing. Weldability of the UFG sample was studied by Nd: YAG laser welding under different welding conditions. Taguchi experimental design was used to optimize the effect of frequency, welding time, laser current and laser pulse duration on the resultant microstructure and mechanical properties. X-ray Diffraction (XRD), Optical Microscope (OM), Scanning Electron Microscope (SEM), Transmission Electron Microscope (TEM), microhardness measurements and tension tests were conducted to characterize the sample after thermomechanical processing and laser welding. The results showed that the ultrafine grained steel had the yield strength of 1000 Mpa and the total elongation of 48%, which were almost three times higher than those of the as-received sample. The microstructure of the weld zone was shown to be a mixture of austenite and delta ferrite. The microhardness of the optimized welded sample (315 HV0.5) was found to be close to the UFG base metal (350 HV). It was also observed that the hardness of the heat affected zone (HAZ) was lower than that of the weld zone, which was related to the HAZ grain growth during laser welding. The results of optimization also showed that the welding time was the most important parameter affecting the weld strength. Overall, the study showed that laser welding could be an appropriate and alternative welding technique for the joining of UFG steels.
    Keywords: 304 stainless steel, Ultrafine grain, Laser welding, Taguchi experimental design}
  • Ali Mahmoodirad, Masoud Sanei
    This paper presents an effective optimization method based on meta-heuristics algorithms for the design of a multi-stage, multi-product solid supply chain network design problem. First, a mixed integer linear programming model is proposed. Second, because the problem is a NP-hard, three meta-heuristics algorithms, namely Differential evolution (DE), Particle swarm optimization (PSO) and Gravitational search algorithm (GSA) are developed for the first time of this kind of problem. To the best of our knowledge, neither DE and PSO nor GSA has been considered for the multi-stage solid supply chain network design problems. Furthermore, the Taguchi experimental design method is used to adjust the parameters and operators of the proposed algorithms. Finally, to evaluate the impact of increasing the problem size on the performance of our proposed algorithms, different problem sizes are applied and the associated results are compared with each other.
    Keywords: Supply chain network design, Differential evolution, Particle swarm optimization algorithm, Gravitational search algorithm, Taguchi experimental Design}
  • ادریس کاملایی، مریم فربودی*
    در پژوهش حاضر، با هدف بهبود خواص مکانیکی و خاصیت ضدباکتریایی پلی وینیل کلرید، نانوذرات روی اکسید به عنوان تقویت کننده انتخاب شد. نانوکامپوزیت پلی وینیل کلرید-روی اکسید از اختلاط نانوذرات روی اکسید با محلول پلی وینیل کلرید تهیه شد. در این راستا، اثر پنج عامل مقدار روی اکسید، نوع حلال، روش اضافه کردن روی اکسید، دمای خشک شدن فیلم و مدت زمان همزدن پس از اضافه کردن روی اکسید در سطح های مختلف در بهبود خواص مکانیکی نانوکامپوزیت حاصل با استفاده از روش تاگوچی بررسی شد. حالت بهینه با به کارگیری روش تحلیل سیگنال به نوفه (S/N) معین شد. نتایج نشان داد، نوع حلال، روش اضافه کردن روی اکسید و مقدار وزنی روی اکسید در سطح اطمینان %95 معنی دار هستند. برای انجام دادن آزمون ضدباکتری از دو نوع باکتری استافیلوکوکوس اورئوس و اشرشیاکلی (یک باکتری گرم مثبت و یک باکتری گرم منفی) در محیط کشت مولر هینتون آگار استفاده شد. این آزمون خاصیت ضدباکتریایی نانوکامپوزیت بهینه را در مقایسه با پلی وینیل کلرید خالص تایید کرد. میکروسکوپ الکترونی پویشی متصل به سامانه پراش انرژی پرتو X برای مشخص کردن ترکیب و ساختار نانوکامپوزیت تهیه شده در حالت بهینه استفاده شد.
    کلید واژگان: نانوکامپوزیت, ضدباکتری, پلی وینیل کلرید, روی اکسید, تاگوچی, خواص مکانیکی}
    Edris Kamelaei, Maryam Farbodi*
    In this research, zinc oxide (ZnO) nanoparticles were selected as reinforcing agent with the aim of improving antibacterial and mechanical properties of polyvinyl chloride (PVC). PVC-ZnO nanocomposite was prepared by dispersing ZnO nanoparticles into a PVC solution. Taguchi experimental design method was used to determine the optimal conditions for preparation of nanocomposite. The effects of five factors including ZnO weight percentage, kind of solvent, the addition method of ZnO, film drying temperature and stirring time were investigated on different levels. Optimal conditions were determined by using the signal/noise (S/N) method. It was distinguished that, kind of solvent, the addition method of ZnO and ZnO weight percentage are three significant factors in the confidence level of 95%. Staphylo coccus aureus and Escherichi coli, two different types of bacteria (one gram-positive bacteria and one gram-negative bacteria) were used in Mueller-Hinton broth for antimicrobial testing. This test confirmed the antibacterial property of the optimal nanocomposite in respect to pure polyvinyl chloride. A scanning electron microscope (SEM) coupled with an energy dispersive X-ray system (EDX) was used to characterize the composition and structure of the optimal nanocomposite film.
    Keywords: nanocomposite, antibacterial, PVC, zinc oxide, Taguchi experimental design, i, mechanical properties}
  • M. Yazdani, M. Zandieh, R. Tavakkoli, Moghaddam, F. Jolai
    Systems where both machines and workers are treated as constraints are termed dual- resource constrained (DRC) systems. In the last few decades, DRC scheduling has attracted much attention from researchers. This paper addresses the dual-resource constrained flexible job-shop scheduling problem (DRCFJSP) to minimize makespan. This problem is NP-hard and mainly includes three sub-problems: (1) assigning each operation to a machine out of a set of compatible machines, (2) determining a worker among a set of skilled workers for operating each operation on the selected machine, and (3) sequencing the operations on the machines considering workers in order to optimize the performance measure. This paper presents two meta-heuristic algorithms, namely simulated annealing (SA) and vibration damping optimization (VDO), to solve the DRCFJSP. The proposed algorithms make use of various neighborhood structures to search in the solution space. The Taguchi experimental design method as an optimization technique is employed to tune different parameters and operators of the presented algorithms. Numerical experiments with randomly generated test problems are used to evaluate performance of the developed algorithms. A lower bound is used to obtain the minimum value of makespan for the test problems. The computational study confirms the proper quality of results of the proposed algorithms.
    Keywords: Flexible job, shop scheduling, Dual, resource constrained, Simulated annealing, Vibration damping optimization, Taguchi experimental design}
نمایش نتایج بیشتر...
نکته
  • نتایج بر اساس تاریخ انتشار مرتب شده‌اند.
  • کلیدواژه مورد نظر شما تنها در فیلد کلیدواژگان مقالات جستجو شده‌است. به منظور حذف نتایج غیر مرتبط، جستجو تنها در مقالات مجلاتی انجام شده که با مجله ماخذ هم موضوع هستند.
  • در صورتی که می‌خواهید جستجو را در همه موضوعات و با شرایط دیگر تکرار کنید به صفحه جستجوی پیشرفته مجلات مراجعه کنید.
درخواست پشتیبانی - گزارش اشکال