Design space verification is defined by the European Medicines Agency as the verification that material inputs and processes are able to scale to commercial manufacturing levels while maintaining a standard of quality. Therefore, it is difficult to conduct design space verification while not operating at target levels and should be conducted over the manufacturing lifecycle. Changes in manufacturing output within the design space should not present any risks. Should the manufacturing load exceed the boundaries defined as normal operating ranges unanticipated scale-dependent issues can occur. Design space verification is a part of process validation as defined by the EMA in conjunction with the FDA. Its purpose is to guarantee end product quality within a range of manufacturing boundaries. The effects of scale up activities should be fully understood by the manufacturer. Most initial design space conclusions are based upon laboratory testing or pilot batches with scale up effects being inferred by experimentation or based on statistical evidence, simulations, or studies. Ongoing design space verification should be dependent upon the results of an assessment of risk involved with scale up activities. More specifically, how scaling up production affects scale-dependent variables. Design space verification is much more focused in scope than overall process validation. Design space verification specifically aims to confirm output quality within a given operating range. This allows for changes in operating level flexibility while guaranteeing production quality, and allows for changes in production quantities without necessitating a reevaluation of the production process. (Wikipedia).
If you are interested in learning more about this topic, please visit http://www.gcflearnfree.org/ to view the entire tutorial on our website. It includes instructional text, informational graphics, examples, and even interactives for you to practice and apply what you've learned.
From playlist Design Thinking
International Space Station Assembly
This annotated animation details the assembly of the International Space Station, from the launch of the first segment in 1998 to today and beyond. HD download link: https://archive.org/details/International-Space-Station-Assembly
From playlist Space Construction
How This Next Generation Satellite Will 3D Print Itself in Space
Made In Space is building a satellite that can 3D print itself in space. If successful, their satellite could revolutionize how we design future spacecraft. » Subscribe to Seeker!http://bit.ly/subscribeseeker » Watch more Countdown to Launch: http://bit.ly/CTLplaylist » Visit our shop at h
From playlist Countdown to Launch | Seeker
Building A Product From The Ground Up
For most seasoned business owners and aspiring entrepreneurs, the product development process often carries a mystical aura. Product development refers to the complete process of taking a product to market. It also covers renewing an existing product and introducing an old product to a new
From playlist Product Development
Take the full course: https://www.systemsinnovation.network/courses/7357542/ Twitter: http://bit.ly/2JuNmXX LinkedIn: http://bit.ly/2YCP2U6 Design thinking is a design process that enables us to solve complex problems. It combines deep end-user experience, systems thinking, iterative rapid
From playlist More
System Design Interview: A Step-By-Step Guide
Learn something new every week by subscribing to our newsletter: https://bit.ly/3tfAlYD Checkout our bestselling System Design Interview books: Volume 1: https://amzn.to/3Ou7gkd Volume 2: https://amzn.to/3HqGozy ABOUT US: Covering topics and trends in large-scale system design, from th
From playlist System Design Interview
Design thinking can improve anything from a water bottle to a community water system. See how design thinking improves the creative process, from Professor Stefanos Zenios: http://stanford.io/1mgkHGR
From playlist More
What Is Design?: Understanding Design
Design is the process of creating objects, systems, buildings and more. In this video, you’ll learn to answer the question, what is design, with broad definitions from a famous economist, philosopher and Swiss architect. Prasad Boradkar, a professor emeritus of industrial design at Arizon
From playlist Understanding Design
In this video, you’ll learn how to broaden your definition of design through critical thinking, in order to see it in the world around you! Visit https://www.gcflearnfree.org/ to learn even more. We hope you enjoy!
From playlist Graphic Design
At-scale Formal Verification for Industrial Semiconductor Designs - Professor Tom Melham
https://www.turing-gateway.cam.ac.uk/sites/default/files/asset/doc/1707/Big%20Proof%20Day%20Melham%2019-07-2017.pdf #TuringSeminars
From playlist Turing Seminars
9. Verification and Validation
MIT 16.842 Fundamentals of Systems Engineering, Fall 2015 View the complete course: http://ocw.mit.edu/16-842F15 Instructor: Olivier de Weck The focus of this lecture is design verification and validation. Other concepts including design tesing and technical risk management and flight rea
From playlist MIT 16.842 Fundamentals of Systems Engineering, Fall 2015
Stanford Seminar - Persistent and Unforgeable Watermarks for DeepNeural Networks
Huiying Li University of Chicago Emily Wegner University of Chicago October 30, 2019 As deep learning classifiers continue to mature, model providers with sufficient data and computation resources are exploring approaches to monetize the development of increasingly powerful models. Licen
From playlist Stanford EE380-Colloquium on Computer Systems - Seminar Series
Master Class Unifying Model and Code Verification Why and How - MATLAB and Simulink Video
Free MATLAB Trial: https://goo.gl/yXuXnS Request a Quote: https://goo.gl/wNKDSg Contact Us: https://goo.gl/RjJAkE Verification and validation techniques applied throughout the development process enable you to find errors before they can derail your project. In this session, you’ll learn
From playlist MATLAB and Simulink Conference Talks
Keynote Presentation: Framework for Developing Complex Systems
Get a Free Trial: https://goo.gl/C2Y9A5 Get Pricing Info: https://goo.gl/kDvGHt Ready to Buy: https://goo.gl/vsIeA5 Framework for Developing Complex Systems using Model-based design and Simulink.
From playlist MathWorks Automotive Conference 2013
工程师谈强化学习 Part 5 | 克服强化学习中的实际问题
查看本系列视频中的其他几个视频: Part 2 - 了解环境与奖励: https://youtu.be/0ODB_DvMiDI Part 3 - 策略和学习算法: https://youtu.be/7cF3VzP5EDI Part 4 - 行走机器人示例: https://youtu.be/Wypc1a-1ZYA Part 5 -克服强化学习中的实际问题: https://youtu.be/zHV3UcH-nr0 在这段视频中,我将解决一些不太容易注意到的进入生产部署环节的强化学习问题,并尝试提供一些方法来缓和这些问题。即使没有直接的方法来解决你将面临的一些挑战,至少
From playlist 强化学习
Overcoming the Practical Challenges when using Reinforcement Learning
This video addresses a few challenges that occur when using reinforcement learning for production systems and provides some ways to mitigate them. Even if there aren’t straightforward ways to address some of the challenges that you’ll face, at the very least it’ll get you thinking about th
From playlist Reinforcement Learning
Stanford Seminar - The Power of Visual Representations
Fanny Chevalier University of Toronto February 18, 2022 When designing visual content in user interfaces, it is crucial to recognize that the choice of the representations used to display information and concepts plays a critical role in how we perceive, interpret, learn and reason abou
From playlist Stanford Seminars
DeepMind x UCL | Deep Learning Lectures | 12/12 | Responsible Innovation
What can we do to build algorithms that are safe, reliable and robust? And what are the responsibilities of technologists who work in this area? In this talk, Chongli Qin and Iason Gabriel explore these questions — connected through the lens of responsible innovation — in two parts. In the
From playlist Learning resources
Software Testing Tutorial For Beginners | Manual & Automation Testing | Selenium Training | Edureka
🔥 Test Automation Engineer Masters Program (Use Code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎"): https://www.edureka.co/masters-program/automation-testing-engineer-training This Edureka video on Software Testing Tutorial talks about different types of testing i.e. manual testing and automation testing approaches. Furt
From playlist Software Testing Training Videos | Edureka
Solar panel performance shoot-out - Part 3
This is a performance test between two 55 watt solar panels, one is a monocrystalline and the other is an Amorphous / thin film panel.
From playlist Solar Panel Reviews, Testing and Experiments