《Artificial Intelligence, Origin Stories, Machining Strategies, and the Wild Ride Ahead in 2024》

  • 来源专题:智能制造
  • 编译者: icad
  • 发布时间:2024-01-05
  • Published1/12/2024
    Artificial Intelligence, Origin Stories, Machining Strategies, and the Wild Ride Ahead in 2024.
    The January 2024 issue of Modern Machine Shop contains several firsts. From new features to new topics and presentation styles, the debut issue of the year reflects not only a changing landscape of machining strategies, but also the stories behind the people who innovate them.#thesetup
    Brent Donaldson
    Editor-in-Chief, Modern Machine Shop
    Share.
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    Buckle up.
    When I think about 2024, that thought comes to mind. There are simply too many events of global significance taking place this year to make 2024 a forgettable ride. To wit: It is estimated that 76 countries plan to hold elections this year, possibly making 2024 “the biggest election year in history.” In addition to elections taking place across the planet, NASA’s Artemis II is scheduled to take humans on a flyby of the moon. A total eclipse of the sun will be visible across much of North America. The quadrennial drama of the Summer Olympics will descend upon Paris. And those are just a few of the known events.
    Featured Content .
    Tips for Designing CNC Programs That Help Operators
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    World Machine Tool Production and Consumption Modestly Down in 2022
    Then there are the wildcards.
    Modern Machine Shop’s January 2024 cover. Photo Credit: Modern Machine Shop
    In its 96 years of existence, Modern Machine Shop has never explored artificial intelligence (AI) — a wildcard of epic scale — as our central cover topic. But given the rapid advance of machining automation that our writers focus on every day, it feels like the right time. In her feature on page 58, senior editor Julia Hider presents a fascinating interview with Mike Wearne, a CAD instructor and CNC programmer who has researched and published studies and videos about ChatGPT’s potential for programming G code. In Hider’s article, she describes the challenges of machine programming via ChatGPT through its existing interface, including the sheer volume of information ChatGPT requires to create a successful program. Without giving anything away, the money quote in Hider’s piece is this (emphasis added on the last sentence): “Anything beyond that is not doable. At least, not yet.”
    We also explore AI and AI-adjacent topics in two other articles this month. On page 18, Editorial Director Peter Zelinski explores AI’s potential through an examination of intelligence itself — “real” versus “artificial” — and the role humans will necessarily still play even as AI advances far beyond its current capabilities. And on page 71, Senior Associate Editor Eli Plaskett examines dynamic programming and the ability of machines to autonomously generate code — after humans program the part geometries and cutting paths. While referring to dynamic programming as “AI” is dubious at best, Eric Ostini, GF Machining’s head of business development for North America, puts it this way: “Dynamic programming enables the intermediate or beginner operator to function at the level of a skilled programmer and enables the skilled programmer to make more efficient use of their time.”
    Rounding out the rest of the feature contributions to this issue, on page 68, associate editor Nate Fields examines a briquette manufacturer that revamped its machining and cutting tool arsenal for faster production. In this case study, the combination of a Mazak Integrex turn-mill machine with a two-pallet changer and automated pallet-stocking system, coupled with indexable carbide tooling from Ceratizit and Mastercam’s 3D tool paths, was a game changer across several aspects of production. And on page 62, Associate Editor Evan Doran tells the story of entrepreneurs who used their lack of manufacturing experience to their greatest possible advantage, creating a business strategy that involved trusting machinists and taking a hands-off management style. The strategy allowed company leaders to take more risks and find success at a faster pace.
    Finally, I’m excited to announce that the January 2024 issue of Modern Machine Shop includes two brand-new feature presentations. First, we’re debuting a full-spread visual feature we’ve dubbed “The Cut Scene.” Put one way, “The Cut Scene” is a two-page photo feature accompanied by text callouts that describe an interesting production setup and machining activity. Put another, it is a visually compelling photo involving a machining production scene that’s meant to evoke a call-and-response: What is that, and how is it made?
    In this debut of “The Cut Scene,” we’re examining a snapshot from one step of Vektek’s production cycle for its hydraulic clamp bodies. These complex parts must be leak-free with precision fits and excellent surface finishes, and producing them at volume requires repeatable and flexible workholding to change parts quickly. To see the solution Vektek found, turn to page 56.
    Also making its debut this month is “How I Made It,” a new Q&A-style feature that takes us behind the scenes with fascinating personalities in our industry. “How I Made It” takes a step back from technology topics to focus on origin stories — family upbringing, career highlights, personal or professional epiphanies, wild anecdotes, lessons learned, or random nuggets of wisdom. This month, we’re featuring Doug Schulte, senior product manager for Select Machining Technologies and a man known by friends as “Machine Tool Google” due to his encyclopedic knowledge of machine tool specs and mechanics. On page 96, Schulte talks about his early introduction to the industry through his father, who began his own career at the LeBlond Machine Tool Company in the early 1950s. Doug's wisdom on the importance of having curiosity, his philosophy on selling and the bravery of asking questions, and his shared joy of working in the metalworking industry all make for a worthy read.
    In the coming months, the Modern Machine Shop team plans to provide more new offerings to our audience, offerings you'll find both in print and in the world of multimedia. (We’re also excited to announce that we’re already working on Season 3 of our podcast, “Made in the USA” — stay tuned.) Until then, we hope you enjoy this issue as we all buckle up for the ride ahead.
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  • 原文来源:https://www.mmsonline.com:443/articles/artificial-intelligence-origin-stories-machining-strategies-and-the-wild-ride-ahead-in-2024
相关报告
  • 《Tips for Mastering Stainless Steel Machining》

    • 来源专题:智能制造
    • 编译者:icad
    • 发布时间:2024-01-05
    • Published1/17/2024 Tips for Mastering Stainless Steel Machining. When getting a grip on stainless steel, make sure you are very specific in how you talk about it and understand the pertinent information you need. John Miller President, Way Of The Mill Share. Read Next . 5 Tips for Running a Profitable Aerospace Shop. World Machine Tool Production and Consumption Modestly Down in 2022. Five Common Mistakes Shops Make with ER Collets (And How to Prevent Them). Photo Credit: Way of the Mill LLC Reader Question:. Our shop has grown from primarily aluminum machining to now working in a diverse range of materials. Some we’ve figured out quickly, but stainless steel seems to be the most difficult for us to master. Can you offer some advice on managing tool wear in stainless? Miller’s Answer:. Your struggles are understandable. In my opinion, of all materials we are faced with as machinists, stainless steel is the most difficult to understand. Nonferrous materials are easy to machine, while irons and carbon steels are, if nothing else, predictable. Super alloys are very difficult, but by comparison, the portfolio of materials under this umbrella is much smaller, so there is less to solve, and you know it will be difficult. Stainless has the unique position of a diverse range of alloys, but also being very sensitive to the processing of that alloy. This means stainless steel as a genre can be uniquely described as being soft or super hard, free machining or gummy, as well as cheap or expensive. Featured Content . World Machine Tool Production and Consumption Modestly Down in 2022 Tips for Designing CNC Programs That Help Operators Zillow for Machine Tools? Due to this diverse genre, the most important thing when trying to get a grip on stainless is to make sure you are very specific in how you talk about it. I find machinists often oversimplify stainless as a singular type (304, 416 and so on) without understanding the more pertinent information they need, or their tool vendor needs to help them. To solve the problem of discussion, it can be simplified to classification, special characteristics, forming type and hardness. Classification is simply the alloys name, and it gives us some general information. This would be 304, 416, 17-4 and so on. You may also see terms such as austenitic, martensitic, ferritic, precipitation hardened and duplex used. These rank from easiest to machine to hardest, respectively, and refer to the family of alloys based on them. Special characteristics are those letters you see after the alloy number. 304“L” and 316“L”, for example, are low carbon versions of the same base alloy, while “H” would be high carbon. Some alloys have added sulfur to enable more efficient chipbreaking as well. Therefore, if you have a baseline recommendation from a speed and feed chart for a certain material, you can use these special characteristics to tune it. After establishing the alloy, the forming type is the most important — and most overlooked — aspect when discussing stainless steel. The problem of ignoring the forming type is that an alloy like 316 can be annealed (heat treated to reset the material to its base hardness), or it can be forged (or cold rolled), and work hardened up to more than double its original hardness. Therefore, it’s not enough to simply say “it’s 316L” and expect a magical combination of speeds and feeds. The cutting solution for something at 180 Brinell is entirely different than something at over 400. Lastly, hardness is as simple as the above point. When in doubt about the material, just find the real hardness from the material certification and base your starting speeds and feeds there. A softer stainless can be treated more like a low-carbon steel, and a harder one has many parallels to titanium. There may be some further tuning required if you witness premature tool wear, especially chipping and built-up edge. However, those are much easier to solve as you refine your process rather than scratching your head with the wrong initial cutting parameters. Once you are talking about stainless with the right mindset, next you must address process specific issues that could be hindering your performance, or ability to adapt to stainless steel and its many forms. First is coolant use and delivery. If you do dry machining or minimum-quantity lubricant (MQL), you can continue with these processes, but be aware of new potential for built-up edges compared to standard steels. If coolant is used, it must be applied in large amounts. High pressure and volume are a must with any material that makes long chips, and especially when those chips are considered sticky. If you feel your coolant is inadequate for the task, it may be time to upgrade that system, or into a machine with through-spindle coolant. Next is to explore your tooling. For the most part, end mills can cover a broader range of materials. There is a lot of overlap for steel and stainless-steel solid end mills and drills. However, for inserted tools, whether it’s turning or milling, you will need to source material specific inserts. Due to the gummier nature, a dedicated insert for stainless will be slightly sharper to combat this and reduce the cutting forces for harder applications, thereby reducing chatter and protecting the machine long term. While it may not be technical, some headache you may be experiencing is administrative in nature. Being late on an order because of mishaps at the machine is a pain and will make the mastery of stainless feel more cumbersome. Planning for this new venture with some sensible spare tooling will go a long way. A shop should also allow adequate time for jobs at first, until you get your standard processes settled in. Lastly, make sure your people are a part of this as well. Any new business strategy takes time to develop, so while some may see training events as time away from the shop, that small time away from the shop can shorten the learning curve in a big way.
  • 《Issue Archive - October 2023 | Production Machining》

    • 来源专题:智能制造
    • 编译者:icad
    • 发布时间:2024-01-05
    • October 2023 Digital Edition COVER STORY This Shop is Taking an Automated Aerospace Approach . A flexible manufacturing system helps an Indiana job shop run a mix of aerospace work for long stretches of time and function more like a contract shop. FEATURES. MeasurementAutomated Inspection Transforms Medical Manufacturer’s Quality Control . Manual steps for part inspection have been eliminated with a new CMM process using more advanced software and strategies such as using a combined scanning/touch-trigger probe. Automation & RobotsHigh-Volume Machine Shop Automates Secondary Ops . An Ohio contract shop added a compact, self-loading CNC lathe to perform unattended secondary ops on a part for a key customer rather than running it on a manually loaded chucker. AutomationMachine-Tending Cobot Fills Night Shift . A collaborative robot helped this shop run a machine tool 24/7 when hiring someone for a third shift didn’t seem to be an option. Automation & RobotsTaking Someone to TASC . This special automation issue of Production Machining is timed perfectly with the debut of The Automated Shop Conference held this month in Novi, Michigan. Machining Centers & Milling MachinesThis Shop is Taking an Automated Aerospace Approach . A flexible manufacturing system helps an Indiana job shop run a mix of aerospace work for long stretches of time and function more like a contract shop.