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Autodesk is helping manufacturers achieve enhanced product quality, efficiency, and sustainability for a better future. You are able to explore not only material variations, but different geometry controls (and hence, manufacturing methods), meaning you can truly explore your design space. Yes, there needs to better ways to document the process and to shortlist potential solutions, but what we have here is already a great start.
Here are a few things to know before you start the download:
AI integration promotes proactive supply chain management, maintaining manufacturing processes even in unforeseen circumstances. Yes, the generative design technology does carry out a cursory simulation using your load cases, but this won’t be enough to validate whether these hyper-optimised forms can withstand real-world loading conditions. At this point in our workflow, we now have a shortlist of concepts from the generative design process that have both completed and converged. Each computation is iterative in nature (typically resolving in around 25 iterations).
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Starting today, we’re making generative design subscriptions accessible at a game-changing price point of $200 USD per month. Generative design in Autodesk Fusion 360 made its initial commercial debut in October of 2018. Since then, we’ve been learning a lot about how we can make it easier for you to try what we believe will be beneficially transformative to the way you design and engineer your products.
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As consumers continue to demand higher-quality products at lower prices, the need for technological innovation is clear. AI is revolutionizing manufacturing, significantly altering product design, development, and production processes. This transformation is leading to reduced costs and improved yields across the board. Tools like Autodesk Fusion enable manufacturers to harness the power of AI in their design and manufacturing workflows.
Try generative design in Fusion 360
To use Generative Design, you need to work in the Generative Design workspace, which you can access from the Workspace menu list.
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Displacements are directional motions of the structure under applied loads. Apart from the load-bearing capacity requirements, many design standards also limit the maximum allowable displacements. When you run the study with the Alternative Outcomes option selected, you will be able to use new features that are described in more detail later, and you may get some additional outcomes on top of the default ones. After creating a new study, open its Study Settings (7,8) and select the Alternative Outcomes option (9).
Study definition
We’ve also added tools for helping you select the best outcome and have improved our geometry conversion to make using an outcome in your design process increasingly more seamless. You may have also noticed in-product surveys, experiments and promotions around our pricing model to learn what works best for you. We’ve refined our usage of cloud computing, significantly increasing our efficiency through better alignment with how you’re using the solution. On the other hand, we have generative design in Fusion 360 software—the technology that revolutionizes the engineering world and the ways we design things.
Now that you have your geometry set up, with loads, constraints and optimisation parameters in place, the final step is to compute the study. It’s here you start to use your cloud credits, either supplied with your subscription to Fusion 360, or drawn from a company pool. At present, there is a fixed-rate cost of conducting a generative solve of 25 cloud credits, which at current pricing is $25. Karolina Czechowicz is a software engineer with a research background in materials engineering and simulation. She graduated in Applied Computer Science with a specialization in Modeling and Information Technologies.
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Please assume that all posts are [serious] by default, and try to respond with serious comments if at all possible. Some funny feedback is welcome, but it shouldn't overwhelm the serious comments on the thread. The expectation is that people come here to learn new techniques or solve a problem, frequently for their job. Consider a part that is additively manufactured to start with (as per our example). You’ll also be able to use the Fusion 360 modelling and CAM tools to develop jigs/fixtures to carry out those inevitable post-build machining cycles, such as facing off mating faces, thread or other operations. When using any of these results inspection methods, it’s possible to both dive into the results individually or select up to four for close comparison.
You have a range of tools to do some basic inspection of results, but chances are that you’ll want to take these further. It’s here that having these tools built into a full-featured modelling and manufacturing system like Fusion 360 comes into its own. The comparison environment allows you to have up to four concepts on screen at once, with synchronised views and inspect tools, ranging from standard pan/zoom/rotate, to display of stresses on the parts, design space ghosting, and more. By default, this shows you factor of safety versus mass, where each study is plotted against those axes, but these can be switched to whatever properties you’d like on each of the axes. This will take a quick scan of your job and generate a pretty rough optimisation domain for your studies as a greyed-out lump of geometry. This gives you a very quick sanity check, indicating the direction your studies might take and possibly flagging up any glaring errors.
The issue of cost, of course, will need to be considered by all prospective customers. On one hand, being charged to obtain results from a system for which you’ve already paid a subscription may seem counterintuitive and unhelpful when it comes to project budget forecasts. There’s also the fact that this type of software is using resources off-loaded from your workstation (and on Autodesk’s dime). It’s worth talking at this stage about the different end results of each study. The first is that each load case definition is weighted equally during computation.
Generative design, by contrast, allows you to work without an explicit domain – and this is fundamental. In theory, this is all you need to do for the system to handle the creation of the domain for optimisation – but that’s a rather gross oversimplification. With Experimental Solvers and Features, we can gain more control by constraining allowable displacements. As the preview option is turned on, the additional options appear in Objectives and Limits.
Prior to joining Autodesk, he worked as a CAE engineer for several companies in the automotive industry. As the Experimental Solvers feature is still being developed and improved, it is available as a preview feature. This means that to use it, you will need to enable it in the Preferences dialog box of Fusion 360. To do this, first open the Preferences window by choosing the Preferences option (4) inside the menu (3) in the upper right corner of the Fusion 360 window.
Access an expanding repository of generative design resources to help inspire new ideas. Participants will be invited to participate in up to two study sessions (one being 90 minutes and the other 45 minutes long). During these sessions, participants will receive a design brief to work on. After completing the design task, participants are invited to join a post-study interview with the research team.
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