مدل‌سازی اثر مهم‌ترین عوامل مؤثر بر رفتار سینتیکی واکنش نیتریده‌کردن سیلیسیم به روش پیوند واکنشی بر اساس روش گروهی بررسی داده

مهندسی متالورژی و مواد

مقاله 3، دوره 32، شماره 2 - شماره پیاپی 24، شهریور 1400، صفحه 27-44   

نوع مقاله: علمی و پژوهشی

شناسه دیجیتال (DOI): 10.22067/jmme.2021.40011

نویسندگان

احسان شاه محمدی¹؛ فرهاد گلستانی فرد²؛ علیرضا میرحبیبی^{* 3}

¹دانشکده مهندسی مواد، دانشگاه علم و صنعت ایران.

²، دانشکده مهندسی مواد، دانشگاه علم و صنعت ایران.

³دانشکده مهندسی مواد، دانشگاه علم و صنعت ایران

چکیده

در مطالعه حاضر با استفاده از روش محاسباتی به نام بررسی گروهی داده (group method of data handling) مدل مؤثر برای پیش‌بینی میزان پیشروی واکنش نیتریده‌کردن سیلیسیم به‌روش پیوند واکنشی، توسعه داده شده است. 2186 داده از آزمایش‌‌‌های انجام‌شده در این تحقیق و اطلاعات موجود در کار‌‌های گذشته استخراج شده است. تأثیرات مهم‌ترین پارامتر‌‌ها مثل زمان، دما، درصد گاز نیتروژن، اندازۀ قرص و اندازۀ ذرۀ سیلیسیم اولیه بررسی شده است. واکنش نیتریده‌کردن سیلیسیم در دمای 1573 درجه کلوین انجام شد و نتایج آزمایش با مقادیر حاصل از مدل مقایسه و با استفاده از پارامترهای خطای آماری عملکرد مدل با خطای 96/0 تأیید شد. همچنین عملکرد دقیق و مؤثر مدل GMDH در برابر مدل‌‌‌های تحلیلی قبلی مقایسه شد. با استفاده از آنالیز حساسیت، فشار نیتروژن با مقدار 27/0 مؤثرترین پارامتر در میزان نیتریده‌شدن تعیین شد.

کلیدواژه‌ها

الگوریتم؛ سرامیک؛ مدل‌سازی؛ سیلیسیم نیترید؛ برنامه‌نویسی؛ سینتیک؛ الگو؛ برازش

سایر فایل های مرتبط با مقاله

3-shahmohamadi.pdf

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