المعهد التقني/ الديوانية
مقالات مشابهة
نشر الدكتور نوفل صالح داخل التدريسي المعهد التقني الديوانية بحثا مشتركا مع اساتذة وطلبة جامعة مرسيليا/فرنسا في مجلة “Journal of Biomechanical Engineering” بعنوان تحليل في الوقت (الفعلي) الحقيقي لوظيفة القدم الديناميكية : نهج التعلم الآلي والعناصرالمحدودة.
A Real-Time Analysis of Dynamic Foot Function: A Machine Learning and Finite Element Approach
حيث تم استخدام تحليل العناصر المحدودة (FEA) على نطاق واسع لدراسة الميكانيكا الحيوية للقدم والوظائف المرضية أو تأثيرات الحلول العلاجية. وكان الغرض من هذه الدراسة هو اقتراح طريقة تقارن نموذج قدم FE بتقنية تخفيض ترتيب النموذج (MOR) Model Order Reduction لتوفير وايجاد تحليل,في الوقت الفعلي لوظيفة القدم الديناميكية ولتقليل الوقت للعمليات الحسابية. هذا وتم من خلال البحث تطوير نموذج للقدم البشرية عن طريق النمذجة FE و التحقق من صحته ديناميكيًا أثناء مرحلة الوقوف في المشي (Mid-stance Phase). وبناءً على تصميم تجربة 30 محاكاة FE بما في ذلك 4 معلمات متعلقة بوظيفة القدم ، ومن خلال استخدام طريقة (MOR) Model Order Reduction لإنشاء نموذج تنبؤ لمسار مركز الضغط على القدم (COP) الذي تم التحقق من صحته باستخدام 4 عمليات محاكاة عشوائية أخرى.أظهرت نتائج التحليل المعتمد على الوقت أن موضع المفصل تحت الكاحل وتراخي المفصل الأوسط هما العاملان الأكثر تأثيرًا على وظائف القدم. توفر هذه النتائج أيضًا نظرة ثاقبة حول استخدام تقنية (MOR) لتحسين سرعة وقوة تحليل FE لوظيفة القدم. ياتي هذا البحث في سياق التعاون المشترك بين جامعتنا والجامعات الفرنسية.
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