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Machine Learning (DOE) Training Package, 4 projects by ANSYS Fluent

Original price was: $1,380.00.Current price is: $690.00. Student Discount

  • Ramjet Engine, Design and Combustion Optimization (SR-71 Blackbird)
  • Combustion Chamber Performance Optimization, DOE
  • Optimization of Shell & Tube Heat Exchanger with Baffle-Cut
  • Optimization  of a Compressor Cascade Using MOGA (BBD DOE & GA RSM)
Click on Add To Cart and obtain the Geometry file, Mesh file, and a Comprehensive ANSYS Fluent Training Video.

To Order Your Project or benefit from a CFD consultation, contact our experts via email ([email protected]), online support tab, or WhatsApp at +44 7443 197273.

There are some Free Products to check our service quality.
If you want the training video in another language instead of English, ask it via [email protected] after you buy the product.

Ramjet Engine, Design and Combustion Optimization (SR-71 Blackbird), Industrial Application

  • In this project, an industrial Ramjet Engine has been numerically simulated by ANSYS Fluent software.
  • Studying Combustion, Mach Number, Pressure, Density (Compressible Flow), and Thermal analysis.
  • Optimizing the Thrust number.
  • Ramjet Design Improvement.
  • RSM analysis applying DOE.

Combustion Chamber Performance Optimization, DOE

In this project, combustion chamber performance is optimized using DOE and RSM.

Optimization of Shell & Tube Heat Exchanger with Baffle-Cut, Industrial CFD Simulation

In this project, an industrial CFD simulation of the Optimization of Shell & Tube Heat Exchanger with Baffle-Cut has been carried out, and the simulation results have been investigated.

Optimization of a Compressor Cascade Using MOGA (BBD DOE & GA RSM), ANSYS Fluent

  • The problem numerically simulates the Optimization of a Compressor Cascade Using MOGA using ANSYS Fluent software.
  • We design the 3-D model with the Spaceclaim software.
  • We mesh the model with ANSYS Meshing software, and the element number equals 991872.
  • We use a Design of Experiment (DOE) to perform an Optimization process.

Special Offers For All Products

If you need the Geometry designing and Mesh generation training video for all the products, you can choose this option.
The journal file in ANSYS Fluent is used to record and automate simulations for repeatability and batch processing.
Editable geometry and mesh allows users to create and modify geometry and mesh to define the computational domain for simulations.
The case and data files in ANSYS Fluent store the simulation setup and results, respectively, for analysis and post-processing.
Geometry, Mesh, and CFD Simulation methodologygy explanation, result analysis and conclusion
If you want training in any language other than English, we can provide you with a subtitled video in your language.

Special Offers For Single Product

If you need the Geometry designing and Mesh generation training video for one product, you can choose this option.
If you need expert consultation through the training video, this option gives you 1-hour technical support.
The journal file in ANSYS Fluent is used to record and automate simulations for repeatability and batch processing.
editable geometry and mesh allows users to create and modify geometry and mesh to define the computational domain for simulations.
The case and data files in ANSYS Fluent store the simulation setup and results, respectively, for analysis and post-processing.
Geometry, Mesh, and CFD Simulation methodologygy explanation, result analysis and conclusion
The MR CFD certification can be a valuable addition to a student resume, and passing the interactive test can demonstrate a strong understanding of CFD simulation principles and techniques related to this product.
Enhancing Your Project: Comprehensive Consultation and Optimization Services
Collaborative Development of a Conference Paper on Cutting-Edge Topics with MR CFD
Collaborative Publication Opportunity: Contribute to an ISI Article and Get Featured in Scopus and JCR-Indexed Journals
If you want training in any language other than English, we can provide you with a subtitled video in your language.

Description

Machine Learning (DOE) Training Package, 4 projects by ANSYS Fluent

The Machine Learning (DOE) Training Package by ANSYS Fluent is a comprehensive educational resource demonstrating the application of ANSYS Fluent software in modeling four distinct projects. The package includes the following four projects:

1. Ramjet Engine, Design and Combustion Optimization (SR-71 Blackbird)

In this simulation, an SR-71 Black Bird moving with a Mach number of 3.3 is simulated and optimized using the DOE method in ANSYS Workbench software.

2. Combustion Chamber Performance Optimization, DOE

the target of this project is to optimize the geometrical parameters of the combustion chamber for targets such as maximizing the value of heat generation rate while minimizing the amount of formed pollution via the DOE method.

3. Optimization of Shell & Tube Heat Exchanger with Baffle-Cut

we aim to find the optimal design of a shell and tube heat exchanger equipped with baffle cuts by increasing heat transfer while minimizing pressure drop, using ANSYS Workbench modules.

4.Optimization  of a Compressor Cascade Using MOGA (BBD DOE & GA RSM)

This project is an optimization of a compressor cascade using the MOGA method. In this project, we have simulated a sectional compressor cascade at the first step.

Reviews

  1. Avatar Of Ms. Jewel Schmeler Sr.

    Ms. Jewel Schmeler Sr.

    The Machine Learning (DOE) Training Package really opened up a new dimension in computational analysis for me. As an engineer, being able to optimize my designs while understanding the effects of different parameters has been invaluable. The variety of projects included ensured a well-rounded grasp of different applications.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We’re delighted to hear that you could leverage our Machine Learning (DOE) Training Package to optimize your engineering designs and get a holistic understanding of computational analysis applications across varied projects. Your success with these tools is exactly what we aim for with our training materials. If you have any more insights or experiences to share, or if you require further assistance in your future projects, please don’t hesitate to reach out.

  2. Avatar Of Loma Luettgen Jr.

    Loma Luettgen Jr.

    I’m truly impressed with the diverse applications demonstrated in the Machine Learning (DOE) Training Package by ANSYS Fluent. Particularly, the focus on optimization strikes me as a powerful tool for improving designs in a wide range of engineering fields.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your feedback! We’re glad to hear that you find our Machine Learning (DOE) Training Package beneficial for demonstrating optimization techniques in various engineering applications. Your appreciation motivates us to continue creating useful and high-quality educational content.

  3. Avatar Of Benny Schinner

    Benny Schinner

    I recently completed the Machine Learning (DOE) Training Package with the four projects. Not only did I learn a great deal about optimization techniques in ANSYS Fluent, but I also gained practical skills by working on these diverse and complex simulations. This has been a significant value add to my CFD knowledge and I feel well-prepared for tackling similar problems in my field of work.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for sharing your positive experience! We are thrilled to hear that our Machine Learning (DOE) Training Package has enriched your CFD knowledge and skills. It’s great to know that the diverse projects provided real practical benefits. We appreciate your feedback and hope our products will continue to contribute to your professional growth.

  4. Avatar Of Maxine Wintheiser V

    Maxine Wintheiser V

    The training package seems to offer a wide range of applications. Could you specify which types of machine learning algorithms are covered and their application within these ANSYS Fluent projects?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      In this training package, DOEs, MOGA, BBD, GA, and RSM are some examples of algorithms and methodologies explored. These are used for optimization and design exploration in the context of the simulated projects, dealing with aerodynamics, combustion, heat exchange, and compressor design.

  5. Avatar Of Kaci Farrell

    Kaci Farrell

    The training on the Ramjet Engine optimization with SR-71 Blackbird was fascinating; the design details provided are thorough. Are there any prerequisites to understanding the concepts applied in these projects, such as a background in thermodynamics or fluid dynamics?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Yes, a foundational understanding of thermodynamics, fluid dynamics, and computational fluid dynamics is beneficial for fully grasping the concepts applied in these projects. Familiarity with the principles of design optimization and machine learning methods will also enhance your comprehension and ability to follow along with the training package.

  6. Avatar Of Marcellus Brown

    Marcellus Brown

    I successfully used the DOE method as discussed in the Machine Learning Training Package to optimize my own projects. The step-by-step tutorials were amazing and made complex topics easily understandable.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you very much for your positive feedback! We are glad to hear that the Machine Learning (DOE) Training Package has helped you with optimizing your projects and that you found the tutorials helpful. Should you need further assistance or have more questions, feel free to contact us.

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