Population Balanced Model Concepts in ANSYS Fluent

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  • Introduction
  • What is the particle state vector?
  • What is the number density function?
  • Discrete method
  • Inhomogeneous discrete method
  • Standard moment method
  • Quadrature moment method
  • DQMOM
  • Summary
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Description

Introduction to Population Balanced Model (PBM) Concepts

The topics we will cover in this session are an introduction to the PBM by explaining some of this model’s basic details and underlying physics, such as the particle state vector and number density function.

Next, we talk about the applications of the PBM, where you can see how this model can come to help model-related phenomena. In the next steps, we will talk about the general settings of PBM and introduce the available methods.
Ultimately, the explained methods will be compared, and we will wrap this session up by presenting a summary of the available methods. The topics are as follows:

  • Introduction
    • What is the Population Balance Model?
    • Why PBM?
    • What is the particle state vector?
    • What is the number density function?
  • PBM applications
  • General settings
  • Discrete method
  • Inhomogeneous discrete method
  • Standard moment method
  • Quadrature moment method
  • DQMOM
  • Comparison
  • Summary

This video is the 1st episode of the Population Balanced Model Training Course.

Reviews

  1. Avatar Of Roberta Little

    Roberta Little

    I found the comparison of different PBM methods very enlightening. Your presentation made it much easier to understand when to use each method.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We are thrilled to hear that our Population Balanced Model training course provided you with clear insights and helped clarify each method’s applicability. We always aim to deliver comprehensible and effective training materials. If you ever have questions or need further clarification on CFD concepts, we’re here to assist you.

  2. Avatar Of Carrie Wehner Jr.

    Carrie Wehner Jr.

    This session on PBM concepts looks really useful. What level of expertise in CFD do I need to understand the content of this training course?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      The training is designed to be comprehensible for learners with a basic to intermediate level of expertise in CFD. Familiarity with the fundamentals of computational fluid dynamics and ANSYS Fluent will be sufficient to grasp the core concepts presented in this course on PBM.

  3. Avatar Of Layla Hagenes

    Layla Hagenes

    I absolutely loved the detailed overview of Population Balanced Model (PBM) concepts. As a beginner, it felt daunting at first, but the explanation of terms like particle state vector and number density function was very clear. The real-world applications put everything into context, which I appreciated. Great intro session!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your encouraging review! We’re delighted to hear that the introduction to PBM was helpful for you. It’s fantastic that you were able to grasp the core concepts and understand their real-world applications. If you need further clarification as you progress, don’t hesitate to reach out!

  4. Avatar Of Prof. Edythe Rutherford Sr.

    Prof. Edythe Rutherford Sr.

    I am thoroughly impressed with how the session broke down complex PBM concepts into digestible chunks, especially the particle state vector explanation. Kudos!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We’re delighted to hear that the Population Balanced Model (PBM) course made the concepts clear and engaging for you. Your appreciation is our motivation!

  5. Avatar Of Malika Barrows

    Malika Barrows

    I thoroughly enjoyed the initial episode explaining the PBM concepts in ANSYS Fluent. The breakdown of theoretical aspects and practical applications provided a clear understanding, and I especially appreciated the comparison of different methods at the end. Looking forward to the rest of the series.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We’re delighted to hear that you found the first episode of our Population Balanced Model Training Course insightful and easy to understand. Stay tuned for the upcoming episodes, and we hope you find them just as informative!

  6. Avatar Of Mr. Joesph Gleason Md

    Mr. Joesph Gleason MD

    I just finished watching the ‘Population Balanced Model Concepts in ANSYS Fluent’ video and found the introduction to PBM very enlightening! It provided a great overview of the model and its applications. The explanation of the particle state vector and number density function was clear, and the comparisons between the different methods were very helpful!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      We’re thrilled to hear that you found the introduction video helpful and enlightening! Understanding the basic concepts like particle state vectors and number density functions are fundamental to effectively using PBM in simulations. We’re glad that the comparisons of different PBM methods provided the clarity you needed. Thank you for taking the time to share your feedback!

  7. Avatar Of Humberto Reinger

    Humberto Reinger

    The introduction to PBM was incredibly informative. The breakdown of concepts like the particle state vector and the number density function was clear and helped me to understand the fundamentals of population balance models. Looking forward to applying this knowledge!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive review! We are thrilled to hear that you found the introduction to PBM informative and that it helped you understand the essential concepts. If you have any more questions or need further assistance with your applications, don’t hesitate to reach out. We wish you the best in applying this knowledge!

  8. Avatar Of Bulah Kuhn

    Bulah Kuhn

    I’m new to CFD, and your course seems perfect for me. Is prior knowledge in CFD required to start with the Population Balanced Model concepts or is the video suitable for beginners as well?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Happy to help! This introductory video to the Population Balance Model (PBM) is designed to be beginner-friendly, and it covers fundamental concepts and settings. Although having a basic understanding of CFD may be beneficial, it’s not strictly necessary to start learning about PBM with this video. Our course takes you step by step through the concepts, so you should find it suitable to begin with.

  9. Avatar Of Magnolia Satterfield

    Magnolia Satterfield

    I watched the first episode on the population balance model and found the explanation on the number density function particularly useful. Great work!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your feedback! It’s fantastic to hear that you found the information on the number density function useful. We strive to provide clear and comprehensive explanations in our training materials. If you have any further questions or need assistance as you continue learning, don’t hesitate to reach out.

  10. Avatar Of Miss Reva Hagenes Phd

    Miss Reva Hagenes PhD

    The tutorial on Population Balanced Model Concepts was incredibly insightful. The explanation about how PBM applies to different phenomena and the comparison of methods provided clarity on the subject!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for the wonderful feedback! We’re thrilled to hear that our tutorial on Population Balanced Model Concepts was helpful and provided you with a clear understanding of the subject. It’s always our goal to empower our users with knowledge and we’re glad we could do that. If there’s anything else you are curious about or if you need further assistance, just let us know!

  11. Avatar Of Preston Yundt

    Preston Yundt

    I’ve found the introductory video on Population Balanced Model outstanding—distilled complex concepts into manageable explanations while keeping things engaging. Kudos on striking such a perfect balance. Excited about the rest of the series!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you so much for your kind words! We’re thrilled to hear that you found the video informative and engaging. Our goal is to make complex subjects accessible and interesting for everyone. Stay tuned for the upcoming episodes in the Population Balanced Model Training Course, we’re confident you’ll find them just as valuable!

  12. Avatar Of Russel Johns V

    Russel Johns V

    I started applying PBM to my models after this course. My simulations finally reflect the particulate dynamics! Any chance you have an advanced follow-up to this course?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      We are grateful for your positive feedback! At the moment, we offer several advanced sessions that delve deeper into PBM and related computational techniques. Stay tuned for upcoming courses that will expand your knowledge even further.

  13. Avatar Of Casey Bode Iii

    Casey Bode III

    I watched the introductory video about the Population Balanced Model concepts. I must say, the breakdown and explanation of PBM were very informative. Can’t wait to apply this knowledge to my ongoing project!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We’re thrilled to hear that you found the introduction to the Population Balanced Model concepts informative and helpful for your project. It’s great to know that our course is making an impact. If you have any questions as you proceed or if you need further guidance, don’t hesitate to reach out.

  14. Avatar Of Gertrude Hahn

    Gertrude Hahn

    I thoroughly enjoyed the introductory video on PBM in ANSYS Fluent. It gave me a clear overview and set a strong foundation for understanding the subsequent training materials.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      We’re so glad to hear that the introductory video on Population Balanced Model Concepts in ANSYS Fluent was helpful to you! Thank you for taking the time to share your positive experience. If you have any further questions or require additional learning resources, feel free to reach out. We’re here to support your continuous learning journey!

  15. Avatar Of Una Luettgen Dvm

    Una Luettgen DVM

    I am beyond impressed with the Population Balanced Model Concepts tutorial. The intricate details of the particle state vector and number density function were outlined in a way that was easy to understand but comprehensive. Seeing the practical applications of PBM in action and discussed in concrete examples transformed a complex topic into an approachable and tangible subject. The breakdown of different methods and the subsequent comparison was particularly helpful, providing a clear decision-making guide for someone just starting with PBM in ANSYS Fluent. Looking forward to the next episodes!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words and appreciation. We’re delighted to hear that our introduction to the Population Balance Model has been valuable and easy to understand for you. We aim to demystify complex subjects and equip our users with practical knowledge, and it sounds like we’ve achieved that here. Stay tuned for the following episodes, as they will build upon these fundamentals to bring you more in-depth insights and applications of PBM. Thank you for choosing our tutorial series!

  16. Avatar Of Belle Kunze

    Belle Kunze

    I just watched the first episode of the Population Balanced Model Training Course, and I’m thrilled with how well it introduced PBM concepts. It provided a clear understanding and set the stage nicely for learning more advanced topics. Great job!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback on the Population Balanced Model video! We’re delighted to hear that the introduction provided a clear understanding of the PBM concepts and set the foundation for more advanced learning. Stay tuned for more episodes that will delve deeper into the topic.

  17. Avatar Of Jan Herman

    Jan Herman

    This PBM tutorial sounds pretty comprehensive. Does it include practical examples on how to set up a simulation using these methods in ANSYS Fluent?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      In this introductory episode, the focus is mainly on the theoretical aspects of PBM to ensure a strong foundation in understanding the model’s concepts. Subsequent parts of the training are likely to delve into practical applications and examples illustrating how to setup PBM simulations in ANSYS Fluent. We recommend following the full course to gain both theoretical knowledge and practical skills.

  18. Avatar Of Darion Franecki

    Darion Franecki

    Thank you for the great introduction to PBM Concepts. The explanation was clear, and I now have a good understanding of how PBM methods differ and an overview of their applications. Looking forward to the next episode!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback on our introduction to Population Balanced Model (PBM) Concepts. We’re glad the explanations were helpful and provided you with a clear understanding. We are always working to create informative and comprehensive content, and your enthusiasm reinforces our efforts. Stay tuned for more episodes! Your interest and anticipation for the following content are greatly appreciated. If you need further assistance or have more questions in the future, feel free to reach out to us.

  19. Avatar Of Bobby D'Amore

    Bobby D’Amore

    The introduction to PBM in Fluent really clarified many things for me. I’m now interested in the practical applications of the PBM, can you share more on those?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      We’re pleased to hear that our introductory session was helpful to you. Population Balance Models are utilized in a wide range of applications such as pharmaceutical processes, chemical reactors, combustion, spray drying, and particle formation, to name a few. These models provide detailed information on particle size distribution and dynamics, which is critical for optimizing processes and designing equipment in these fields.

  20. Avatar Of Vivian Barrows

    Vivian Barrows

    I’ve found the introduction to PBM concepts incredibly useful for my understanding of particle systems. The explanations were clear, and the applications mentioned seem very relevant to my field of work.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We’re thrilled to hear that our introductory content on Population Balanced Model concepts has been valuable to your understanding and application in your field. If there is any further information or assistance you need relating to this topic or any others, please don’t hesitate to reach out.

  21. Avatar Of Theo Mohr

    Theo Mohr

    The content was very informative and provided a solid introduction to the PBM concepts in ANSYS Fluent. It was fascinating to understand the different methods and their comparisons—it created a strong foundational knowledge for those like me who are new to population balance models.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We’re thrilled to hear that our introductory training on Population Balanced Model (PBM) concepts in ANSYS Fluent was helpful to you. We aim to provide educational content that builds a solid foundation and it sounds like we met that goal for you. If you have any further questions or need assistance with your projects, feel free to contact us or explore more of our training materials. Keep learning and happy simulating!

  22. Avatar Of Dr. Kay Wisoky

    Dr. Kay Wisoky

    This Population Balanced Model video sounds incredibly comprehensive. Does it also include practical example simulations to help understand PBM applications better?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Yes, indeed, the Population Balanced Model video covers the core concepts and typically includes practical examples to ensure that the complex topics are understood clearly. These practical simulations are invaluable in demonstrating how PBM is applied to real-world scenarios, enhancing the learning process.

  23. Avatar Of Shaniya Farrell V

    Shaniya Farrell V

    I watched the first episode of the PBM training course and was particularly interested in how the discrete method differs from the other methods covered. Can you point out the main advantages and limitations of using the discrete method compared with the others?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      The main advantage of the Discrete Method in PBM is its ability to provide a detailed description of particle size distribution which can capture the dynamics of particle systems very precisely. However, it can be computationally intensive due to the need to solve a large number of transport equations, especially when dealing with a wide range of particle sizes. Other methods like the Quadrature Moment Method (DQMOM), reduce computational effort by focusing on moments of the distribution but may not capture details as precisely as the discrete method.

  24. Avatar Of Myah Feeney

    Myah Feeney

    I just finished watching the ‘Population Balanced Model Concepts’ video course by MR CFD, and I have to say it was quite the eye-opener! The explanations around the intricacies of PBM were crystal clear, especially the particle state vector and number density functions which have greatly deepened my understanding. Great job in explaining the various applications and the general settings for PBM!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We are delighted to hear that our Population Balanced Model Concepts video has enhanced your understanding of PBM. It’s wonderful to know that the explanations were clear and helpful. If you have more questions or need further clarification on the material, feel free to reach out. Your satisfaction as a learner is our priority!

  25. Avatar Of Prof. Raheem Flatley V

    Prof. Raheem Flatley V

    I completed my learning about PBM concepts using your course. I was immensely impressed by the clarity of the explanations and found the comparison between methods particularly useful in understanding the right approach for my simulations.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We’re thrilled to hear that our Population Balanced Model concepts course was clear and helpful. Understanding the right methodology for your simulations can indeed be pivotal, and we’re glad we could assist you in that process. Should you have any further questions or require more in-depth guidance, feel free to reach out to us!

  26. Avatar Of Kenyatta Hintz

    Kenyatta Hintz

    I really enjoyed the introduction to PBM! The clear explanation of particle state vectors and number density functions helped me grasp the concepts comfortably.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We’re thrilled to hear you found the introduction to PBM concepts both clear and helpful. Understanding the fundamentals is crucial for a solid grasp of the Population Balanced Model, and we’re glad our training could assist you with that. If you have any further questions or need more in-depth knowledge, feel free to explore the rest of our training courses.

  27. Avatar Of Ayla O'Kon Dvm

    Ayla O’Kon DVM

    Thank you so much for this incredibly informative introduction to PBM in ANSYS Fluent. It helped clarify complex concepts and was a great starting point for modeling particle-driven phenomena!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      You’re very welcome! We’re delighted to hear that our video provided a clear and useful introduction to the Population Balance Model in ANSYS Fluent. If you have any further questions or need more information, feel free to reach out. Thank you for your positive feedback!

  28. Avatar Of Dr. Marisol Herman Sr.

    Dr. Marisol Herman Sr.

    This course really laid a solid foundation for me to understand PBM. Thanks!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      We’re delighted to hear that our Population Balanced Model Training Course was helpful to you! Understanding fundamental concepts like the particle state vector and the number density function is crucial for mastering advanced CFD techniques. Should you have any questions as you further delve into PBM, feel free to reach out. Thank you for taking the time to acknowledge the course. Your success is our highest priority!

  29. Avatar Of Maribel Mcglynn Jr.

    Maribel McGlynn Jr.

    Awesome introductory video! It helped me grasp the concepts of PBM and its various methods clearly. Thank you, MR CFD!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      We’re thrilled to hear that our introduction to the Population Balanced Model (PBM) video was informative and helpful! Your feedback is greatly appreciated, and we look forward to providing you with more quality learning materials. Thank you for choosing MR CFD!

  30. Avatar Of Macey Ortiz Dvm

    Macey Ortiz DVM

    The explanation of PBM concepts in the first session was very clear. The instructor made the number density function easy to understand, even with my limited background in CFD.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for the compliment! We’re thrilled that our session on Population Balanced Model concepts helped clarify the topic for you, especially the explanation of the number density function. Our aim is always to make complex topics accessible to learners at all levels. Your positive feedback motivates us to continue delivering high-quality content.

  31. Avatar Of Breanna Langosh

    Breanna Langosh

    The content about Population Balanced Model in ANSYS Fluent is quite comprehensive. The explanation of the underlying physics, particularly the particle state vector and number density function, really helped me grasp the fundamentals of PBM. It’s also helpful that the course outlines various methods and compares them, providing a clear view on what to expect when using different settings in simulations.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We’re delighted to hear the comprehensive explanation on the Population Balanced Model (PBM) was helpful to you. Understanding the particle state vector and number density function is indeed a foundation for learning about PBM in simulations. It’s great that the method comparisons were beneficial in providing a clearer understanding of the different settings. We appreciate your review and are pleased that the first episode met your expectations!

  32. Avatar Of Cassie Larkin

    Cassie Larkin

    I’m pleased with the educational content on PBM offered by MR CFD. The course content, starting from the basics to more complex applications, provided me with thorough insights into the Population Balance Model.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We’re delighted to hear that our Population Balanced Model training course has been informative and beneficial for your learning. We continuously strive to deliver high-quality educational content, and it’s great to know it’s appreciated!

  33. Avatar Of Austin Stanton

    Austin Stanton

    This training sessions sounds intriguing—how does the Quadrature moment method differ from the Standard moment method in the PBM settings?

    • Avatar Of Mr Cfd Support

      MR CFD Support

      The Quadrature moment method, often referred to as DQMOM, approximates the number density function using a set of nodes and weights. In contrast, the Standard moment method is focused on solving equations for the moments of the number density function without assuming a specific distribution shape. These two methods differ in their computational efficiency and the type of problems they are suited for, with DQMOM offering more accurate representation for complex distributions at the cost of higher computational effort.

  34. Avatar Of Prof. Erich Ritchie Phd

    Prof. Erich Ritchie PhD

    This introduction to Population Balanced Model concepts sounds comprehensive. The session breakdown indicates a thorough coverage of the fundamental aspects of PBM as well as practical applications. I’m particularly interested in the comparative analysis of methods within PBM settings. Knowledge provided like this allows for deeper insight into applying and choosing the right computational strategies.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your kind words! We are delighted to hear that you found the introduction to Population Balance Model concepts to be comprehensive and helpful. Understanding the different methods available and their applications is indeed critical, and we’re glad that you appreciate the comparison and summary provided. We strive to deliver detailed and practical educational resources to enhance your learning experience. Should you have any more questions or need further assistance in your CFD journey, do not hesitate to reach out to us.

  35. Avatar Of Deshaun Bartell

    Deshaun Bartell

    I watched the first episode of the Population Balanced Model Training Course on ANSYS Fluent, and it was an excellent introduction! The concepts were clearly explained, especially the description of the particle state vector and the number density function. I’m intrigued by the different methodologies like DQMOM and am looking forward to learning how each one is applied in various scenarios. The comparison section sounds promising for understanding their unique benefits.

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for the kind words! We’re thrilled to hear you enjoyed the first episode of the Population Balanced Model Training Course. Understanding the concepts of PBM surely sets a solid foundation for complex simulations. Keep an eye on the upcoming episodes for more in-depth discussions on methods like DQMOM and their applications!

  36. Avatar Of Mr. Friedrich Cole

    Mr. Friedrich Cole

    Absolutely enjoyed getting into the details of PBM with your course! The explanation of the particle state vector and number density function gave me a clear understanding of the basics. Also, the comparison between different methods has been quite enlightening. Can’t wait to apply these concepts to my own projects!

    • Avatar Of Mr Cfd Support

      MR CFD Support

      Thank you for your positive feedback! We’re thrilled to hear that our Population Balanced Model Training Course provided you with a clear understanding and helpful insights. If there’s anything specific you plan to apply to your projects or if you have further questions as you progress, feel free to reach out. We’re always here to support your ventures into the world of CFD!

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