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A Study of Generative Artificial Intelligence' Applications and Industrial Design of Robots in Innovate a Prototype Used in Textile Designing and Printing

المصدر: مجلة التصميم الدولية
الناشر: الجمعية العلمية للمصممين
المؤلف الرئيسي: Elsayegh, Heba Mohamed Okasha Abou Elkamal (Author)
مؤلفين آخرين: Hassaneen, Magdoline El-Sayed (Co-Author)
المجلد/العدد: مج14, ع3
محكمة: نعم
الدولة: مصر
التاريخ الميلادي: 2024
الشهر: مايو
الصفحات: 285 - 303
ISSN: 2090-9632
رقم MD: 1507347
نوع المحتوى: بحوث ومقالات
اللغة: الإنجليزية
قواعد المعلومات: HumanIndex
مواضيع:
كلمات المؤلف المفتاحية:
Generative AI-Textile Printing Industry | Industrial Design | Robotics Sustainability | Efficiency in Textile Printing | Machine Deep Learning
رابط المحتوى:
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LEADER 03715nam a22002297a 4500
001 2251072
041 |a eng 
044 |b مصر 
100 |9 679920  |a Elsayegh, Heba Mohamed Okasha Abou Elkamal  |e Author 
245 |a A Study of Generative Artificial Intelligence' Applications and Industrial Design of Robots in Innovate a Prototype Used in Textile Designing and Printing 
260 |b الجمعية العلمية للمصممين  |c 2024  |g مايو 
300 |a 285 - 303 
336 |a بحوث ومقالات  |b Article 
520 |b This Analytical study concerns with analysis some new technologies trends and the latest of Generative AI and Robotics worldwide which can be used in textile designing and printing industry, and make major difference to increase the efficiency of the production, studying the effect in Design, Data color, color ways, Bespoke printing designs (tailored to one's needs) and Development of Innovative Technologies and Products because. In theory, if you combine generative AI and a robot, you get an artificially intelligent robot with a high level of automation; it will act like smart robots, able to optimize tasks it is assigned to do. Generative AI models are based on deep learning techniques and use neural networks and architectures to create new data based on the data in the training set; it includes building these models Basic steps, the most prominent of which are: preparing data, building the model, testing the model, publishing the model, and improving the model. Generative AI is a subfield of deep learning uses networking technologies, deep neural simulation ability Humans create new data, or original and innovative content in designing ……etc. Textile designers can use algorithms to explore new alternative designs and characteristics of fabrics. The study conducted innovative idea for arm prototype depend on automated system worked by generative AI (trained model to make machine learning) in creating new one piece and repeated designs with many color themes and implemented on fabrics by using silk screen printing. The research problem: How to benefit from generative AI and robotics' industrial design to automate textile designing & silk screen printing to achieving textile printing automation, achieving sustainability, improve and increase efficiency and productivity, also to reduce Textile printing industry footprint and all kinds of waste. The research importance: The utilization and combining generative AI and arm robot with a high level of automation; potential to generate new prospects in textile industry, to facilitate the process of Textile designing & printing by getting an artificially intelligent arm robot, will act like smart robots, able to optimize tasks it is assigned to do. The research Objectives: Proposed and innovate idea of industrial prototype arm robot that could be used in textile designing and silk screen printing and Automate the design process and printing silk screen process by using generative AI to reduce Textile printing industry footprint. 
653 |a تكنولوجيا المعلومات  |a تطبيقات الذكاء الاصطناعي  |a تصميم الروبوتات  |a صناعة المنسوجات 
692 |b Generative AI-Textile Printing Industry  |b Industrial Design  |b Robotics Sustainability  |b Efficiency in Textile Printing  |b Machine Deep Learning 
700 |9 573436  |a Hassaneen, Magdoline El-Sayed  |e Co-Author 
773 |4 فنون  |6 Art  |c 019  |e International Design Journal  |f Mağallaẗ Al-taṣmim Al-Dawliyyaẗ  |l 003  |m مج14, ع3  |o 2048  |s مجلة التصميم الدولية  |v 014  |x 2090-9632 
856 |u 2048-014-003-019.pdf 
930 |d y  |p y  |q n 
995 |a HumanIndex 
999 |c 1507347  |d 1507347