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ارائه درس آمار و روش های تحقیق
‫مطالب‬ ‫فهرست‬
‫چکیده‬
‫مقاله‬
01
‫پارامترهای‬
‫ورودی‬
02
‫پارامترهای‬
‫خروجی‬
03
‫فراوانی‬ ‫نمودار‬
‫ها‬ ‫داده‬
04
‫آزمون‬
t
05
‫آنووا‬‫یکطرفه‬06
‫آنووا‬‫طرفه‬ ‫دو‬07
‫روشĬīتاگوچیĬ08
Abstract
Input Parameters
Output Parameters
Data Frequency Diagram
T-test
ANOVA One-Way
ANOVA Two-Way
Taguchi Method
‫چکیده‬
‫مقاله‬Abstract
Abstract
This study melted and mixed poly lactic acid and nano mica into a new nano composite material for injection
molding. The injecation parameters for the mixture included the melting time, screw speed, heating plate
temperature, nano mica content, melting temperature, nozzle temperature, holding pressure, and injection
speed. The quality considerations of the new nano composite material were ultraviolet (UV) absorption rate, far-
infrared absorption rate, Rockwell hardness, and flame resistance. This study applied main effect analysis and
variance analysis theory of the Taguchi method to analyze the single quality characteristic of the experimental
results. The optimal factors and level combination was identified through multi-quality integration using the
Analytic Hierarchy Process. After consistent examination and calculation of the total weighting of various
parameter levels, as well as the ranking of the parameter levels, the optimal injection parameters were obtained.
According to the confirmation experiment results, the Signal-to-Noise ratio of the four qualities for the new nano
composite fell within the 95% confidence interval, indicating the experiment was reproducible and reliable. The
results indicated that the best qualities for the new nano composite are UV absorption rate at 98.22%, far-
infrared absorption rate at 90.53%, Rockwell hardness at 108.07, and the limiting oxygen index for fire resistance
rating at 30.
‫کننده‬ ‫تهیه‬:‫امیر‬
‫سه‬‫چکیده‬ ‫اصلی‬ ‫بخش‬
:
‫در‬‫الکتیک‬ ‫پلی‬ ‫مطالعه‬ ‫به‬ ‫مقاله‬ ‫این‬
‫و‬ ‫ذوب‬ ‫میکا‬ ‫نانو‬ ‫و‬ ‫اسید‬‫آمیخته‬‫شده‬
‫جدیکد‬ ‫کامپوزیکت‬ ‫نانو‬ ‫مواد‬ ‫داخل‬ ‫در‬
‫شکد‬ ‫پرداخته‬ ‫تزریقی‬ ‫قالبگیری‬ ‫برای‬‫ه‬
‫است‬.
‫سرعت‬ ،‫ذوب‬ ‫زمان‬ ‫شامل‬ ‫مخلوط‬ ‫برای‬ ‫تزریق‬ ‫پارامترهای‬
،‫میککا‬ ‫نکانو‬ ‫محتوای‬ ،‫حرارت‬ ‫صفحه‬ ‫حرارت‬ ‫درجه‬ ،‫پیچ‬
‫و‬ ‫موجکود‬ ‫فشکار‬ ،‫نکازل‬ ‫حرارت‬ ‫درجه‬ ،‫ذوب‬ ‫نقطه‬ ‫دمای‬
‫است‬ ‫تزریق‬ ‫سرعت‬.‫کیفت‬ ‫مالحظات‬‫ی‬‫کامپوزیت‬ ‫نانو‬ ‫مواد‬
‫بنفش‬ ‫ماورای‬ ‫جذب‬ ‫،میزان‬ ‫جدید‬(UV)‫مادون‬ ‫جذب‬ ‫سرعت‬ ،
‫قرمز‬‫دور‬‫شکعله‬ ‫برابکر‬ ‫در‬ ‫مقاومکت‬ ‫و‬ ‫راککول‬ ‫سختی‬ ،
‫است‬ ‫بوده‬.‫و‬ ‫تجزیکه‬ ‫و‬ ‫اثکر‬ ‫آزمون‬ ‫از‬ ‫مطالعه‬ ‫این‬ ‫در‬
‫و‬ ‫تجزیکه‬ ‫بکرای‬ ،‫تکاگوچی‬ ‫روش‬ ‫تئوری‬ ‫واریانس‬ ‫تحلیل‬
‫کی‬‫ک‬‫تجرب‬ ‫کای‬‫ک‬‫نت‬ ‫کرد‬‫ک‬‫منف‬ ‫کی‬‫ک‬‫کیفیت‬ ‫کای‬‫ک‬‫ه‬ ‫که‬‫ک‬‫مشخص‬ ‫کل‬‫ک‬‫تحلی‬
‫شد‬ ‫استفاده‬.‫طریکق‬ ‫از‬ ‫سکط‬ ‫و‬ ‫مطلکوب‬ ‫عوامکل‬ ‫ترکیکب‬
‫تحلیکل‬ ‫فرآینکد‬ ‫از‬ ‫اسکتفاده‬ ‫بکا‬ ‫کیفیتی‬ ‫چند‬ ‫ادغام‬
‫شد‬ ‫شناسایی‬ ‫مراتبی‬ ‫سلسله‬.‫و‬ ‫مکداوم‬ ‫آزمکون‬ ‫از‬ ‫پکس‬
‫همچنکین‬ ‫و‬ ‫مختلک‬ ‫پارامتری‬ ‫سطوح‬ ‫از‬ ‫کل‬ ‫وزن‬ ‫محاسبه‬
‫بکه‬ ‫سکیگنال‬ ‫نسبت‬ ،‫آزمایش‬ ‫نتای‬ ‫تطبیق‬ ‫به‬ ‫توجه‬ ‫با‬
‫در‬ ‫جدیکد‬ ‫کامپوزیکت‬ ‫نانو‬ ‫برای‬ ‫ویژگی‬ ‫چهار‬ ‫از‬ ‫نویز‬
‫اطمینان‬ ‫فاصله‬95‫قابل‬ ‫آزمایش‬ ‫این‬ ‫که‬ ،‫یافت‬ ‫کاهش‬ ٪
‫دهد‬ ‫می‬ ‫نشان‬ ‫را‬ ‫بودن‬ ‫اعتماد‬ ‫قابل‬ ‫و‬ ‫تکرار‬.‫نتکای‬
‫های‬ ‫کامپوزیت‬ ‫نانو‬ ‫برای‬ ‫کیفیت‬ ‫بهترین‬ ‫که‬ ‫داد‬ ‫نشان‬
‫جذب‬ ‫میزان‬ ،‫جدید‬UV‫در‬98.22‫مکادون‬ ‫جکذب‬ ‫میکزان‬ ،٪
‫در‬ ‫دور‬ ‫قرمز‬90.53‫در‬ ‫راکول‬ ‫سختی‬ ،٪108.07‫شاخص‬ ‫و‬
‫برابکر‬ ‫در‬ ‫مقاومکت‬ ‫میزان‬ ‫برای‬ ‫کننده‬ ‫محدود‬ ‫اکسیژن‬
‫در‬ ‫آتش‬30‫است‬.
‫پارامتره‬
‫ورودی‬ ‫ای‬Input Parameters
‫ورودی‬ ‫های‬ ‫پارامتر‬
‫ذوب‬ ‫زمان‬
‫ماردون‬ ‫پیچ‬ ‫سرعت‬
‫صفحه‬ ‫حرارت‬ ‫درجه‬
‫حرارت‬
‫م‬‫قدار‬‫میکا‬ ‫نانو‬
‫ذوب‬ ‫نقطه‬ ‫دمای‬
‫نازل‬ ‫حرارت‬ ‫درجه‬
‫موجود‬ ‫فشار‬
‫تزریق‬ ‫سرعت‬
‫پارامترها‬
‫خروجی‬ ‫ی‬Output Parameters
‫خروجی‬ ‫یا‬ ‫پاسخ‬ ‫های‬ ‫متغیر‬
‫ماورای‬ ‫جذب‬ ‫میزان‬
‫بنفش‬(UV)
‫قرمز‬ ‫مادون‬ ‫جذب‬ ‫سرعت‬
‫دور‬
‫راکول‬ ‫سختی‬
‫برابر‬ ‫در‬ ‫مقاومت‬
‫شعله‬
‫نمودار‬
‫فراونی‬
‫ها‬ ‫داده‬
Data Frequency Diagram
Excel
‫نمودار‬
‫فراونی‬‫داده‬
‫ها‬
‫آزمون‬T
T test
Start
‫های‬ ‫داده‬ ‫کردن‬ ‫واردĬīاکسلĬīبهĬSʳ
‫های‬ ‫داده‬ ‫کردن‬ ‫واردĬīاکسلĬīبهĬSʳ
‫کردن‬ ‫وارد‬‫سط‬‫اول‬ ‫پارامتر‬
‫آزمو‬
‫ن‬T
‫آنووا‬
‫یکطرفه‬ANOVA One-way
‫آنووا‬
‫یکطرفه‬
‫آنووا‬
‫دوطرفه‬ANOVA Two-way
‫آنووا‬
‫دوطرفه‬
‫آنووا‬
‫دوطرفه‬
‫روش‬
‫تاگوچی‬Taguchi Method
‫ریزی‬ ‫طرح‬
‫آزمایش‬:
‫روشĬīتاگوچیĬ-(‫بزرگتر‬-
‫بهتر‬)-‫به‬ ‫سیگنال‬‫نویز‬S/N
TAGUCHI
‫روشĬīتاگوچیĬ
‫روشĬīتاگوچیĬ
𝑆𝑆 𝐴 =
𝐴2
𝑛
−
𝑇2
𝑁
‫این‬ ‫جمع‬9‫اول‬ ‫عدد‬
‫و‬ ‫آورده‬ ‫دست‬ ‫به‬ ‫را‬
‫توان‬ ‫به‬ ‫سپس‬2‫می‬
‫رسانیم‬‫عنوان‬ ‫به‬ ‫و‬
𝑨𝟏 𝟐‫می‬ ‫نظر‬ ‫در‬
‫گیریم‬.
‫این‬ ‫جمع‬9‫اول‬ ‫عدد‬
‫و‬ ‫آورده‬ ‫دست‬ ‫به‬ ‫را‬
‫توان‬ ‫به‬ ‫سپس‬2‫می‬
‫رسانیم‬‫عنوان‬ ‫به‬ ‫و‬
𝑨𝟐 𝟐‫می‬ ‫نظر‬ ‫در‬
‫گیریم‬.
𝑨 𝟐 = 𝑨𝟏 𝟐+𝑨𝟐 𝟐
‫آوریم‬ ‫می‬ ‫دست‬ ‫به‬ ‫را‬ ‫کل‬ ‫جمع‬‫وبعد‬‫توان‬ ‫به‬
‫و‬ ‫رسانده‬ ‫دو‬‫بعنوان‬𝑇2‫دهیم‬ ‫می‬ ‫قرار‬.
N:‫باشد‬ ‫می‬ ‫آزمایشات‬ ‫کل‬ ‫تعداد‬.
‫دراینجا‬18‫است‬ ‫گرفته‬ ‫صورت‬ ‫آزمایش‬.
𝑺𝑺 𝑨
′
= 𝑺𝑺 𝑨 − (𝑴𝑺 𝒆 × 𝒅𝒇 𝑨)
𝑴𝑺 𝒆 =
𝑺𝑺 𝒆
𝒅𝒇 𝒆
𝑪𝒐𝒏𝒕𝒓𝒊𝒃𝒖𝒕𝒊𝒐𝒏 % =
𝑺𝑺 𝑨
′
𝑺𝑺 𝑻
′
‫روشĬīتاگوچیĬ
‫از‬ ‫تشکر‬ ‫با‬
‫شما‬ ‫توجه‬‫من‬ ‫وبالگ‬:www.nano-techno.rozblog.com
‫پایان‬

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ارائه درس آمار و روش های تحقیق

  • 2. ‫مطالب‬ ‫فهرست‬ ‫چکیده‬ ‫مقاله‬ 01 ‫پارامترهای‬ ‫ورودی‬ 02 ‫پارامترهای‬ ‫خروجی‬ 03 ‫فراوانی‬ ‫نمودار‬ ‫ها‬ ‫داده‬ 04 ‫آزمون‬ t 05 ‫آنووا‬‫یکطرفه‬06 ‫آنووا‬‫طرفه‬ ‫دو‬07 ‫روشĬīتاگوچیĬ08 Abstract Input Parameters Output Parameters Data Frequency Diagram T-test ANOVA One-Way ANOVA Two-Way Taguchi Method
  • 4. Abstract This study melted and mixed poly lactic acid and nano mica into a new nano composite material for injection molding. The injecation parameters for the mixture included the melting time, screw speed, heating plate temperature, nano mica content, melting temperature, nozzle temperature, holding pressure, and injection speed. The quality considerations of the new nano composite material were ultraviolet (UV) absorption rate, far- infrared absorption rate, Rockwell hardness, and flame resistance. This study applied main effect analysis and variance analysis theory of the Taguchi method to analyze the single quality characteristic of the experimental results. The optimal factors and level combination was identified through multi-quality integration using the Analytic Hierarchy Process. After consistent examination and calculation of the total weighting of various parameter levels, as well as the ranking of the parameter levels, the optimal injection parameters were obtained. According to the confirmation experiment results, the Signal-to-Noise ratio of the four qualities for the new nano composite fell within the 95% confidence interval, indicating the experiment was reproducible and reliable. The results indicated that the best qualities for the new nano composite are UV absorption rate at 98.22%, far- infrared absorption rate at 90.53%, Rockwell hardness at 108.07, and the limiting oxygen index for fire resistance rating at 30. ‫کننده‬ ‫تهیه‬:‫امیر‬ ‫سه‬‫چکیده‬ ‫اصلی‬ ‫بخش‬ : ‫در‬‫الکتیک‬ ‫پلی‬ ‫مطالعه‬ ‫به‬ ‫مقاله‬ ‫این‬ ‫و‬ ‫ذوب‬ ‫میکا‬ ‫نانو‬ ‫و‬ ‫اسید‬‫آمیخته‬‫شده‬ ‫جدیکد‬ ‫کامپوزیکت‬ ‫نانو‬ ‫مواد‬ ‫داخل‬ ‫در‬ ‫شکد‬ ‫پرداخته‬ ‫تزریقی‬ ‫قالبگیری‬ ‫برای‬‫ه‬ ‫است‬. ‫سرعت‬ ،‫ذوب‬ ‫زمان‬ ‫شامل‬ ‫مخلوط‬ ‫برای‬ ‫تزریق‬ ‫پارامترهای‬ ،‫میککا‬ ‫نکانو‬ ‫محتوای‬ ،‫حرارت‬ ‫صفحه‬ ‫حرارت‬ ‫درجه‬ ،‫پیچ‬ ‫و‬ ‫موجکود‬ ‫فشکار‬ ،‫نکازل‬ ‫حرارت‬ ‫درجه‬ ،‫ذوب‬ ‫نقطه‬ ‫دمای‬ ‫است‬ ‫تزریق‬ ‫سرعت‬.‫کیفت‬ ‫مالحظات‬‫ی‬‫کامپوزیت‬ ‫نانو‬ ‫مواد‬ ‫بنفش‬ ‫ماورای‬ ‫جذب‬ ‫،میزان‬ ‫جدید‬(UV)‫مادون‬ ‫جذب‬ ‫سرعت‬ ، ‫قرمز‬‫دور‬‫شکعله‬ ‫برابکر‬ ‫در‬ ‫مقاومکت‬ ‫و‬ ‫راککول‬ ‫سختی‬ ، ‫است‬ ‫بوده‬.‫و‬ ‫تجزیکه‬ ‫و‬ ‫اثکر‬ ‫آزمون‬ ‫از‬ ‫مطالعه‬ ‫این‬ ‫در‬ ‫و‬ ‫تجزیکه‬ ‫بکرای‬ ،‫تکاگوچی‬ ‫روش‬ ‫تئوری‬ ‫واریانس‬ ‫تحلیل‬ ‫کی‬‫ک‬‫تجرب‬ ‫کای‬‫ک‬‫نت‬ ‫کرد‬‫ک‬‫منف‬ ‫کی‬‫ک‬‫کیفیت‬ ‫کای‬‫ک‬‫ه‬ ‫که‬‫ک‬‫مشخص‬ ‫کل‬‫ک‬‫تحلی‬ ‫شد‬ ‫استفاده‬.‫طریکق‬ ‫از‬ ‫سکط‬ ‫و‬ ‫مطلکوب‬ ‫عوامکل‬ ‫ترکیکب‬ ‫تحلیکل‬ ‫فرآینکد‬ ‫از‬ ‫اسکتفاده‬ ‫بکا‬ ‫کیفیتی‬ ‫چند‬ ‫ادغام‬ ‫شد‬ ‫شناسایی‬ ‫مراتبی‬ ‫سلسله‬.‫و‬ ‫مکداوم‬ ‫آزمکون‬ ‫از‬ ‫پکس‬ ‫همچنکین‬ ‫و‬ ‫مختلک‬ ‫پارامتری‬ ‫سطوح‬ ‫از‬ ‫کل‬ ‫وزن‬ ‫محاسبه‬ ‫بکه‬ ‫سکیگنال‬ ‫نسبت‬ ،‫آزمایش‬ ‫نتای‬ ‫تطبیق‬ ‫به‬ ‫توجه‬ ‫با‬ ‫در‬ ‫جدیکد‬ ‫کامپوزیکت‬ ‫نانو‬ ‫برای‬ ‫ویژگی‬ ‫چهار‬ ‫از‬ ‫نویز‬ ‫اطمینان‬ ‫فاصله‬95‫قابل‬ ‫آزمایش‬ ‫این‬ ‫که‬ ،‫یافت‬ ‫کاهش‬ ٪ ‫دهد‬ ‫می‬ ‫نشان‬ ‫را‬ ‫بودن‬ ‫اعتماد‬ ‫قابل‬ ‫و‬ ‫تکرار‬.‫نتکای‬ ‫های‬ ‫کامپوزیت‬ ‫نانو‬ ‫برای‬ ‫کیفیت‬ ‫بهترین‬ ‫که‬ ‫داد‬ ‫نشان‬ ‫جذب‬ ‫میزان‬ ،‫جدید‬UV‫در‬98.22‫مکادون‬ ‫جکذب‬ ‫میکزان‬ ،٪ ‫در‬ ‫دور‬ ‫قرمز‬90.53‫در‬ ‫راکول‬ ‫سختی‬ ،٪108.07‫شاخص‬ ‫و‬ ‫برابکر‬ ‫در‬ ‫مقاومکت‬ ‫میزان‬ ‫برای‬ ‫کننده‬ ‫محدود‬ ‫اکسیژن‬ ‫در‬ ‫آتش‬30‫است‬.
  • 6. ‫ورودی‬ ‫های‬ ‫پارامتر‬ ‫ذوب‬ ‫زمان‬ ‫ماردون‬ ‫پیچ‬ ‫سرعت‬ ‫صفحه‬ ‫حرارت‬ ‫درجه‬ ‫حرارت‬ ‫م‬‫قدار‬‫میکا‬ ‫نانو‬ ‫ذوب‬ ‫نقطه‬ ‫دمای‬ ‫نازل‬ ‫حرارت‬ ‫درجه‬ ‫موجود‬ ‫فشار‬ ‫تزریق‬ ‫سرعت‬
  • 8. ‫خروجی‬ ‫یا‬ ‫پاسخ‬ ‫های‬ ‫متغیر‬ ‫ماورای‬ ‫جذب‬ ‫میزان‬ ‫بنفش‬(UV) ‫قرمز‬ ‫مادون‬ ‫جذب‬ ‫سرعت‬ ‫دور‬ ‫راکول‬ ‫سختی‬ ‫برابر‬ ‫در‬ ‫مقاومت‬ ‫شعله‬
  • 12. Start ‫های‬ ‫داده‬ ‫کردن‬ ‫واردĬīاکسلĬīبهĬSʳ
  • 13. ‫های‬ ‫داده‬ ‫کردن‬ ‫واردĬīاکسلĬīبهĬSʳ
  • 24. ‫روشĬīتاگوچیĬ 𝑆𝑆 𝐴 = 𝐴2 𝑛 − 𝑇2 𝑁 ‫این‬ ‫جمع‬9‫اول‬ ‫عدد‬ ‫و‬ ‫آورده‬ ‫دست‬ ‫به‬ ‫را‬ ‫توان‬ ‫به‬ ‫سپس‬2‫می‬ ‫رسانیم‬‫عنوان‬ ‫به‬ ‫و‬ 𝑨𝟏 𝟐‫می‬ ‫نظر‬ ‫در‬ ‫گیریم‬. ‫این‬ ‫جمع‬9‫اول‬ ‫عدد‬ ‫و‬ ‫آورده‬ ‫دست‬ ‫به‬ ‫را‬ ‫توان‬ ‫به‬ ‫سپس‬2‫می‬ ‫رسانیم‬‫عنوان‬ ‫به‬ ‫و‬ 𝑨𝟐 𝟐‫می‬ ‫نظر‬ ‫در‬ ‫گیریم‬. 𝑨 𝟐 = 𝑨𝟏 𝟐+𝑨𝟐 𝟐 ‫آوریم‬ ‫می‬ ‫دست‬ ‫به‬ ‫را‬ ‫کل‬ ‫جمع‬‫وبعد‬‫توان‬ ‫به‬ ‫و‬ ‫رسانده‬ ‫دو‬‫بعنوان‬𝑇2‫دهیم‬ ‫می‬ ‫قرار‬. N:‫باشد‬ ‫می‬ ‫آزمایشات‬ ‫کل‬ ‫تعداد‬. ‫دراینجا‬18‫است‬ ‫گرفته‬ ‫صورت‬ ‫آزمایش‬.
  • 25. 𝑺𝑺 𝑨 ′ = 𝑺𝑺 𝑨 − (𝑴𝑺 𝒆 × 𝒅𝒇 𝑨) 𝑴𝑺 𝒆 = 𝑺𝑺 𝒆 𝒅𝒇 𝒆 𝑪𝒐𝒏𝒕𝒓𝒊𝒃𝒖𝒕𝒊𝒐𝒏 % = 𝑺𝑺 𝑨 ′ 𝑺𝑺 𝑻 ′ ‫روشĬīتاگوچیĬ
  • 26. ‫از‬ ‫تشکر‬ ‫با‬ ‫شما‬ ‫توجه‬‫من‬ ‫وبالگ‬:www.nano-techno.rozblog.com ‫پایان‬