Description
Machine Learning (ML) techniques are now widely being used in almost all industries. This course focuses on how you can use ML in the design of Mechanical Systems. We will share our insights on developing a methodology for quickly building a ML design app for the most common control valve type (the Symmetric Butterfly Valve), and how you can use numerical or experimental data generated from simulationHub to train your models. This class will step through machine learning fundamentals, data analysis, training and validating a ML model; and how to generate new 3D designs based on ML using Autodesk Forge.
Principaux enseignements
- Understand new machine-learning techniques
- Learn how to apply machine learning in engineering design applications
- Learn how to use Forge to manipulate 3D design
- Learn how to create performance predication apps
Intervenants
Sandip JadhavCEO and Co-Founder of CCTech, a certified Autodesk FORGE SYSTEMS INTEGRATOR partner, digital transformation enabler for AEC and manufacturing industries. CCTech is also a leading cloud platform developer such as simulationHub CFD. We are building a wide range of Autonomous CFD apps HVAC, buildings, and valve industry. We are specialized in engineering application development for our clients using BIM, Machine Learning, AI, WebApps, cloud computing technologies. We building digital twins, engineering configurators, by the convergence of REVIT IO, Inventor IO, various forge services.
Nem KumarNem Kumar is director of consulting at CCTech and has been doing product development with companies from Manufacturing, Oil & Gas and AEC domain. He has vast experience in Desktop as well as Cloud software development involving CAD, CAM, complex visualization, mathematics and geometric algorithms. He has been actively working with Autodesk Vertical and AEC product teams. His current areas of interest are Generative Modeling and Machine Learning.
Vijay MaliVijay is passionate about people and technology and working on how to bring them together to make the world a better place, a place to fulfill individual dreams. In the role of COO, his vision is to build a people-centric organization with excellent processes and systems. He is on the mission of creating an environment of freedom, collaboration, and growth for people. He wants to harness the technology to build agile and scalable systems supporting the growth of both people and organization. In his 15 years of career, Vijay has played many technical roles. He has experience in providing CFD solutions for many complex problems. He has conceptualized many software solutions, including the Pedestrian Comfort Analysis & Control Valve Performer app developed on Autodesk Forge and simulationHub. Vijay is known for his transformative way of teaching and trained more than 500 candidates on complex topics like computational fluid dynamics and design optimization. He has delivered talks at various events and engineering colleges about CFD and its use in product design optimization. Vijay holds a master's degree in aerospace engineering from the Indian Institute of Technology (IIT Bombay).
Video Player is loading.
No transcript
Downloads
Étiquettes
Produit | |
Secteurs d'activité | |
Thèmes |