International Science Community Association Research Journal of Engineering Sciences 14 1 2025 01 26 A Study of 3D Printing Technology and M.L Algorithms for Enhanced Production 34 40 EN Shah Hetal 1 Department of Electronics Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India Chauhan Narendrakumar 2 Department of Electronics Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India Jhala Vageshri 3 Department of Electronics Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India Sharma Parul 4 Department of Electronics Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India B. Parmar Avinash kumar 1 Department of Instrumentation and Control Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India V. Desai Devansh 2 Department of Instrumentation and Control Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India V. Chawda Jaymin 3 Department of Instrumentation and Control Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India Shah Vipul A. 4 Department of Instrumentation and Control Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India Patel Himanshu 5 Department of Instrumentation and Control Engineering, Faculty of Technology, Dharmsinh Desai University, Nadiad, Gujarat, India Vora Nirav 1 Department of Mechanical Engineering, Dharmsinh Desai University, Nadiad-387001, Gujarat, India Bassan Gurmitsingh 2 Department of Mechanical Engineering, Dharmsinh Desai University, Nadiad-387001, Gujarat, India CAKPO Arthur Romuald 1 Laboratoire de Chimie Physique-Matériaux et Modélisation Moléculaire (LCP3M), Unité de recherche de Chimie Inorganique, Ingénierie des Matériaux et Environnement (URCIIME) - Faculté des Sciences et Techniques (FAST), République du Bénin Mireille FANOUVI 2 Centre Inter facultaire de Formation et de Recherche en Environnement pour le Développement Durable (CIFRED), Université d’Abomey - Calavi (UAC), République du Bénin Hervé BOKOSSA 3 Centre Inter facultaire de Formation et de Recherche en Environnement pour le Développement Durable (CIFRED), Université d’Abomey - Calavi (UAC), République du Bénin Etienne SAGBO 4 Laboratoire de Chimie Physique-Matériaux et Modélisation Moléculaire (LCP3M), Unité de recherche de Chimie Inorganique, Ingénierie des Matériaux et Environnement (URCIIME) - Faculté des Sciences et Techniques (FAST), République du Bénin Kumar Vivekanand 1 Department of Electronics and Communication Engineering, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana 133207, India Sharma Sharad 2 Department of Electronics and Communication Engineering, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana 133207, India Mandavia Kartik 1 Department of Mechanical Engineering, Dharmsinh Desai University (DDU), Nadiad, India Patel Dhwanik 2 Department of Mechanical Engineering, Dharmsinh Desai University (DDU), Nadiad, India > Review Paper 2024 7 25 2025 01 26 The realm of 3D printing technology, also referred to as additive manufacturing, has garnered increasing interest in recent times due to its capacity to construct intricate geometric structures. Fused deposition modeling (FDM) stands out among the various techniques and has gained widespread adoption. However, achieving optimal outcomes with FDM poses a challenge, necessitating meticulous selection of process parameters. Presently, many methodologies rely on Machine Learning (ML) algorithms akin to open-loop systems, offering predictions on printed part properties but lacking quality assurance mechanisms. Conversely, certain closed-loop approaches focus on monitoring a single adjustable processing parameter to assess printed part properties. This study aims to investigate the influence of process parameters and control techniques on mechanical strength, tribology, and other output parameters of production. By providing a comprehensive overview of these developed methods, it aims to facilitate comparison regarding their characteristics, merits, and drawbacks, aiding in the selection of the most suitable approach for specific applications. Copyright@ International Science Community Association