Podcast – What Are the Essential Principles for Designing an Effective Injection Mold Structure?

Technical illustration of an injection mold structure with labeled components
What Are the Essential Principles for Designing an Effective Injection Mold Structure?
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Hey there, deep divers. Ready to uncover the secrets behind those everyday objects we usually take for granted.
Let's do it.
Today we're taking a deep dive into the world of injection molds. Those incredible tools that shape countless plastic.
Products, from simple water bottles to complex gadgets.
Exactly. And you, our amazing listener, sent in some really intriguing sources on the core principles behind designing these molds.
Yeah.
So we're on a mission to break down those principles.
Right.
Explore some real world examples.
Okay.
Maybe uncover some unexpected challenges along the way.
I think we'll find plenty of those. You know, what's fascinating about this topic is that even those seemingly simple plastic products often involve a surprising amount of engineering, material science, and just meticulous design.
It's a hidden world of complexity.
It really is.
So let's break it down. Our sources point to four key principles that drive effective injection mold design. And they are functionality, economic considerations, process ability, and reliability. But before we jump into all of those.
Sure.
Was there any particular example from the sources that kind of grabbed your attention?
You know, what really struck me was how these principles aren't just abstract concepts.
Right.
They have real tangible consequences for both manufacturers and, you know, us, the end users. For instance, one source talked about a case where a company decided to go with a cheaper mold material for, like, a high volume production run.
Oh.
It backfired in a big way. The molds wore out way faster than they expected, which led to, like, production delays and actually ended up increasing the cost of the product in the long run.
Oh, wow. That's a perfect example of how sometimes cutting corners ends up costing you more in the long run. Absolutely. It really underscores the importance of planning and just thoughtful decision making in the whole design process.
It shows how interconnected all of these principles are. Like in that example, the choice to use the cheaper material, that was driven by economic considerations, but it ultimately impacted the mold's reliability totally. And as a result, the manufacturer's bottom line.
That makes total sense.
Yeah.
So let's unpack these principles one by one.
Sounds good.
Starting with functionality. So functionality is all about making sure that the mold can actually create, you know, those flawlessly formed plastic parts.
Exactly.
And what are the sources? Use this great analogy. Designing a mold is like putting together a puzzle.
Okay.
Where every curve and edge counts.
I love that analogy. It really emphasizes the precision required in this process. Imagine trying to mold a really tiny, thin walled part, like maybe the housing for a delicate electronic component.
Okay.
You have to make absolutely sure that the molten plastic is flowing perfectly into every nook and cranny of that mold.
Right.
If the design's not spot on, you risk defects.
Right.
Like something called short shots where the plastic just doesn't completely fill the mold.
So it's like a puzzle where if one piece is out of place, the whole picture is disrupted.
Precisely. And that's where the pouring system comes in. And that's like the network of channels that guides the flow of the molten plastic into the mold cavity. One source used a train track analogy, which I really liked.
Oh, okay.
So if the tracks are laid out correctly, the molten plastic, like a train, will reach its destination smoothly. But if the tracks are wrong, the journey stops and you end up with faulty parts.
Yeah, that's a really great visual. So it sounds like it's kind of a delicate balancing act, making sure the plastic flows smoothly without causing turbulence or any backups. Yeah, but okay, let's say that the molten plastic reaches its destination, fills the mold perfectly. How do you then get the part out without breaking it?
Right. That's where the ejection system comes in. And that's another super critical aspect of mold functionality. It needs to apply just the right amount of force to release that part without causing any damage.
I'm imagining trying to remove a really delicate cupcake from a pan without, like, crumbling it.
Haha. Exactly. Sometimes it involves strategically placed ejector pins that gently push the part out. But for those more complex shapes, things get even more interesting. Imagine a part that has, you know, internal undercuts or those really delicate protrusions.
Right.
You can't just push it out.
So what do they do in those situations?
That's where you have those special tools. Things like collapsible cores or sliding side actions and these mechanisms. They create those intricate features within the mold, and then they move out of the way during ejection, allowing the part to be released without damage.
It's like a magic trick.
It kind of is.
So functionality is about carefully orchestrating that flow of material, ensuring that precise ejection.
Yes.
And sometimes incorporating these magic tricks to create those complex shapes.
This is a great way to put it.
It makes you realize how much engineering goes into something like a simple plastic bottle cap.
It really does.
Okay, so we've established that functionality is crucial, but let's face it, in the real world, we can't ignore the bottom line. Our sources make it very clear that economic considerations play a huge e role in mold design.
Absolutely. And one source made this comparison that really resonated with me. They said choosing the right mold material is like choosing the right ingredients for cooking.
Yeah.
The material impacts everything from the price to the lifespan.
Right.
Just like the quality of your ingredients affects the taste and the texture of your dish.
I see what you're saying. So just like with cooking, sometimes you splurge on those high quality ingredients, but in mold design, it's a balancing act between cost and performance.
Exactly.
Could you give us an example of this from the sources that you read?
So one that stood out to me was a project involving some really intricate consumer electronics. They needed a mold that could produce extremely precise parts with really tight tolerances. And so for the dikernel, that's the component that's responsible for shaping the most critical features of the product.
Okay.
They opted for high quality steel to make sure they got the precision and the strength that they needed.
Right.
But for less critical parts of the mold, they were able to use a standard steel to kind of keep the costs under control.
So they were able to prioritize quality where it matters most.
Exactly.
And then find cost effective solutions where they could.
Yes.
It's like when you're building a house, you invest in the top notch materials for the foundation.
Yeah.
And then you can maybe choose those more budget friendly options for the decorative elements.
Exactly.
That's a great analogy. It makes perfect sense. And, you know, it reminds me of something you mentioned earlier about simplifying mold structures to reduce cost. How does that play into all of this?
That's a great point. So simplifying the mold structure is another key strategy for cost optimization. And it's about eliminating unnecessary complexities.
Okay.
Streamlining the design and just reducing the number of parts and steps involved in the process.
So if you can achieve the same functionality with a simpler design.
Exactly.
Why make it more complicated and expensive?
Exactly.
I see that. And less complexity probably often translates to easier manufacturing, assembly, and even maintenance.
You got it.
Which brings us to another aspect of economic considerations. The use of standard parts.
Yes.
So by incorporating those readily available interchangeable components into the mold design, manufacturers can save a lot of money.
Right.
And also reduce those lead times. It's a win win situation is. So we're talking about choosing the right materials, simplifying the design.
Yes.
And using those handy standard parts. All in the name of cost efficiency.
Right.
Have you ever had to get creative with materials on a tight budget?
Oh, yeah.
Maybe opting for, like, a slightly less fancy tool to kind of get the job done.
Oh, for sure.
It sounds like mold designers face those decisions all the time.
They do.
Weighing cost against performance and making those tough Choices.
It's a constant balancing act. So we've talked about functionality, we've talked about cost efficiency.
Right.
Now let's move on to processability.
Right. Processability. So this is where the rubber meets the road, where those designs that have been carefully crafted have to actually translate into a smooth and efficient manufacturing process.
Yeah. And that's where things can get really interesting. One of the sources shared this story that really high highlights how important processability is. They were working on this mold, and it just wasn't working as planned.
Oh, no.
Yeah. And it took them days of troubleshooting to figure out that a really simple design change could prevented all that trouble.
Oh, I can relate to that.
I bet. We've all been there spending way too long trying to fix something that could have been avoided.
Exactly.
But what we can learn from this is that considering processability from the beginning can save a lot of headaches later on.
It's about anticipating the potential problems. Designing for ease of manufacture and assembly.
You got it.
So before you even sketch the first line on the blueprint, designers need to think about how that mold's going to be assembled and even maintained.
It's all connected.
Wow. What are some specific examples of design choices that can either help or hinder processability?
Well, one source specifically mentioned avoiding steep cavity walls and tight corners, because those can complicate machining and make the whole process a lot harder.
It's like trying to carve intricate details into a block of wood with a dull knife.
Exactly. It's going to be really frustrating and time consuming.
So it's about using the right tool for the job.
Exactly. And just like using the right tools makes a task easier, designing for manufacturability makes the whole production process smoother, more efficient, and ultimately more cost effect.
It sounds like processability is about finding that balance between design ambition and practical considerations.
It is.
It's about creating a mold that not only works well.
Yeah.
But is also a joy to manufacture.
Well said.
Okay, so we've covered functionality, cost, efficiency, and now processability. It's fascinating to see how these seemingly separate principles are all interconnected.
They really are.
They all influence each other.
Absolutely.
Creating this complex web of considerations that mold designers have to navigate.
Delicate balancing act. Speaking of which, our final principle, reliability, is all about ensuring that those molds can withstand the test of time, the constant pressures of production, and still deliver high quality parts.
Reliability. That sounds crucial, especially in a high volume setting where downtime can be incredibly costly.
Absolutely.
What are some of the key factors that contribute to a Mold's reliability?
Well, one of the most important is material selection. Of course, we've talked about balancing cost and performance.
Right.
But when it comes to reliability, durability is key.
Yeah.
Choosing materials that can handle the stresses of repeated use, the high temperatures of the molten plastic, and the forces of ejection is critical.
I'm noticing a pattern here. Material selection plays a role in almost every aspect of mold design.
You're absolutely right. It really is a foundational decision that ripples through every other aspect aspect of the process.
Yeah.
And when it comes to reliability, choosing the right material can make the difference between a mold that lasts for thousands of cycles and one that fails way too soon.
This is where the high quality steels and the specialized treatments come in.
Exactly. So in those highware areas of the mold, like the parting line, where the two halves meet.
Right.
Designers will often specify hardened steels or apply special coatings to boost the durability and resist abrasion. It's kind of like reinforcing those areas of a building that are most likely to experience wear and tear.
It makes sense. You want those critical areas to be as tough as nails. Yeah, but it's not just about material strength, is it?
Nope.
What about the design itself? How can the design contribute to the reliability?
That's a great point. You could have the strongest material in the world, but if the design is flawed, it's going to fail eventually. One source said that designing a mold for reduced wear and tear is like planning a smooth road trip.
Oh, I like that. Tell me more about this road trip analogy.
So imagine you're planning a road trip. You wouldn't choose a route that's full of potholes. And like rough terrain, you'd go for the smoothest, most well maintained roads. Makes sense to kind of minimize that wear and tear on your vehicle.
Right.
Similarly, in mold design, it's about anticipating those areas where friction and wear are likely to occur and then designing features that kind of minimize those stresses.
So it's about creating a smooth flow of motion.
Yes.
Within the mold, Minimizing those points of friction and wear that can lead to premature failure.
You got it. And that often involves a lot of attention to those tiny details.
Oh, wow.
Like the design of guiding systems.
Right.
The selection of lubricants and even just the surface finish of the mold components.
It's about thinking holistically.
Absolutely.
It's fascinating how something as seemingly simple as a plastic part can involve such a complex interplay of factors.
It really is.
But what about those unforeseen Challenges. Right, Those curveballs that pop up even when designers have followed all the best practices.
Oh, yeah. The inevitable surprises. I think we've covered a lot of ground today exploring those foundational principles. Functionality, cost efficiency, processability, and reliability.
Yes.
But I think it's important to acknowledge that even the most experienced designers encounter those hurdles sometimes.
Right. Where theory meets reality.
Exactly.
So let's take a short break.
Okay.
And when we come back, we'll dive into some of those common challenges that pop up in the world of mold design.
Sounds good.
Even when designers are following all the rules.
I'm ready for it.
We'll be right back.
See you soon. Welcome back to our deep dive into the fascinating world of injection mold design. Before the break, we were talking about how, even with careful planning, you can still run into those unexpected challenges during the molding process.
Right. It's like no plan survives contact with the enemy. Or in this case, molten plastic.
Exactly.
So what kind of curveballs are we talking about?
Well, one common challenge that comes up again and again is material flow management.
Okay.
We touched on it earlier.
Right.
But it's so crucial to mold design that it really deserves a deeper look.
Right.
So imagine you're trying to mold a part that's got intricate details and thin walls.
Okay.
Something like a complex gear or a delicate medical device component.
I can picture that. Getting that molten plastic to flow smoothly and evenly into every nook and cranny of that mold sounds like trying to thread a needle with a fire hose.
That's a great analogy. You hit the nail right on the head. Controlling the flow of that molten plastic is absolutely crucial. If it flows too quickly or unevenly, you risk getting defects like short shots or sink marks.
Right.
It's like trying to fill a waffle iron with batter perfectly. Too much or too little, and you're not going to end up with a good result.
So it's not just about getting the plastic into the mold. It's about guiding it with precision.
Yes. Every detail has to be faithfully reproduced.
What are some techniques that designers use to achieve that level of control?
Well, one technique is to adjust the gate design.
Okay.
So that's the entry point where the plastic flows into the mold cavity.
Right.
Designers might go with a larger gate or even multiple gates to ensure the plastic fills the mold completely and evenly.
So, like adding multiple entry points to prevent traffic jams.
Exactly.
So everyone gets to their destination.
I like that analogy. Sometimes, though, even adjusting the gate design isn't enough.
Oh, wow.
You might need to place vents in the mold Strategically to allow trapped air to escape as that plastic flows in.
To prevent those air pockets.
Exactly. Otherwise, you could end up with voids or imperfections in the final part.
It sounds like mold design really involves a lot of thinking ahead.
Yes. Anticipating those problems before they arise.
But. Okay, let's say we've got the flow figured out. What are some other common challenges that mold designers run into?
Well, we talked about how important precise mold alignment is, but even the slightest misalignment can cause a whole host of problems.
Like what?
You could end up with parts that are a little bit off center or have mismatched features.
Flash.
Yes. That thin excess plastic that squeezes out.
I've definitely seen that on plastic parts before. It's like that little imperfection that reminds you that this object was made by a machine.
Right. And while a tiny bit of flesh might not be a big deal in some cases.
Right.
It could be a sign of some more serious alignment problems. In really bad cases, misalignment could actually damage the mold or the part during ejection.
That could get really expensive.
Yes, it can. So mold designers have to be incredibly meticulous about making sure that alignment is spot on.
It's like building a house where the walls and the roof have to line up perfectly for the structure to be sound.
Exactly. And it highlights the importance of ongoing maintenance and inspection, because over time, molds can wear down or they can become misaligned.
Right.
And so you need to do those regular checks to prevent those big mistakes.
So it's not just about getting it right during the design phase. It's about maintaining that precision throughout the mold's lifespan.
Exactly. It's like keeping your car well maintained.
Right.
You want to avoid those breakdowns.
Right. And this brings us back to another challenge that we've been talking about throughout this whole deep dive. Material selection.
Oh, yes. We could probably do a whole other deep dive just on material selection.
Right. It seems like every aspect of mold design is influenced by choosing the right material.
It really is foundational, from balancing cost and performance to making sure the flow is smooth to ensuring reliability.
So what makes material selection such a challenge?
Well, they're literally thousands of different kinds of plastics out there, each with its own properties and characteristics. You can't just find a material that can withstand the molding process.
Right.
It also needs to have the right mechanical properties and chemical resistance and even esthetic qualities.
It's like trying to find a needle in a haystack.
It kind of is. It starts by carefully considering the final product. What does it need. How strong does it need to be?
Right.
What kind of temperatures will it be exposed to? What about chemicals or UV light? And, of course, how does it need to look?
And then I imagine it's a process of elimination.
It is. You rule out the options that just don't meet the requirements.
But what about when that ideal material is way too expensive?
That's a really common problem. Yeah. And it often means that you have to make some compromises.
Right.
Sometimes you can tweak the design so that it works with a less expensive material.
Right.
And other times, you might have to explore some completely different materials that offer a similar balance of properties. It's a puzzle, for sure, but skilled designers are really good at solving it.
So it sounds like material selection is this ongoing process of research, analysis, and even experimentation.
Absolutely.
Okay, so let's say we found the perfect plastic.
Right.
The mold is aligned. The molten plastic is flowing perfectly. Are there any other challenges hiding out there?
Well, one challenge that often pops up even with the best planning is just managing the complexity of the mold design itself.
Okay.
We've talked about streamlining the design and avoiding unnecessary features. Yeah. But why is this so hard?
I think it's easy to get carried away.
Oh, yeah.
Especially when you've got all these fancy design tools.
That's true.
It's like when you're cooking and you just keep adding ingredients, sometimes simpler is better.
That's a great analogy. And in mold design, complexity often means higher costs, of course, longer production times and a greater risk of errors. It also makes the mold harder to manufacture and to assemble and to maintain.
So it affects the whole process.
It does, and that's why it's so important to think about simplifying and being efficient from the start.
But sometimes complexity can't be avoided, right?
That's true.
Especially when you're making those really innovative products.
Right.
How do designers manage that complexity without sacrificing functionality or efficiency?
That's where experience and creativity and a deep understanding of the whole manufacturing process come into play.
Wow.
Skilled designers can often figure out ways to simplify those complex designs without losing performance. They might use really clever mechanisms or innovative materials or even advanced manufacturing techniques. It's kind of like solving a puzzle. You're finding those clever solutions to make everything fit together perfectly.
It's really amazing to think about the level of ingenuity and problem solving that goes into making these molds.
It is.
It's like a hidden world.
It really is.
But we should probably talk about the elephant in the room.
All right.
Which is the environmental impact of plastic production.
Yes. That's an important topic.
How is the mold design industry dealing with those concerns?
Well, there's a growing awareness within the industry that we need to reduce the environmental footprint of plastic production.
Right.
And mold designers are playing a really key role in that. They're exploring new materials like bio based plastics.
Okay.
And they're coming up with more efficient processes that use less energy and produce less waste. It's a big challenge.
Right.
But it requires innovation and collaboration and a real commitment to sustainability.
So it's not just about creating functional and cost effective molds.
Right.
It's also about making them environmentally responsible.
It is.
That sounds like a tall order.
It is, but the industry is taking it very seriously. And it leads to another interesting question. How are these concerns about the environment influencing the actual design process?
I'd love to hear more about that.
Well, for one thing, designers are really thinking about the end of life for the products they're making. They're designing for disassembly and for recyclability. They're making sure those plastic parts can be easily separated and recycled after they've been used.
It's not just about the mold itself. It's about the whole lifecycle of the plastic product.
Exactly.
Yeah.
And that shift in thinking has led to some really cool innovations.
Like what?
Well, for example, some designers are exploring snap fit designs. So that eliminates the need for things like adhesives, which makes disassembling and recycling way easier.
That's really smart.
And they're also experimenting with bio based polymers.
Yeah.
Those come from renewable resources and they can be composted or biodegrade at the end of their life.
It's amazing to see how this focus on sustainability is really driving innovation in mold design.
It is.
It's a reminder that even in a technical field like this, there's always room for creativity and a fresh perspective.
You got it. I think this focus on sustainability is only going to keep growing. Consumers want products that are not only good and affordable.
Right.
But they also want them to be sustainable.
It's exciting to think about the potential for a more sustainable future.
It is.
But we've covered so much in this deep dive.
We have.
We've talked about the basic principles of mold design, those real world challenges.
Right.
And now the importance of being sustainable.
Yes.
I think it's time to zoom out a little and talk about the big picture. The future of mold design.
Sounds good. The world of mold design is constantly evolving. With all these technological advancements and the Market demands are changing, and of course, we need those sustainable solutions.
So let's take a short break, and when we come back, we'll explore some of those innovations and trends that are shaping the future of this field.
I can't wait.
Welcome back, Deep Divers. We've explored those core principles of injection mold design. We dove into those real world challenges, and we even touched on the growing importance of sustainability.
Absolutely.
But now it's time to look ahead.
Okay.
And explore the future of this field. The innovations and trends that are shaping how those everyday plastic objects are made.
It's a really exciting time to be involved in mold design. The industry is constantly evolving, driven by all these advancements in technology, materials, and manufacturing processes.
And like we said, sustainability is no longer an afterthought.
Nope.
It's a core driver of innovation.
It really is.
So what are some of the key trends transforming mold design?
Well, one of the biggest is the rise of Computer Aided Design and manufacturing.
Okay.
Or CAD cam.
Right. CAD cam.
These tools have really changed the design process, allowing engineers to create these super detailed 3D models.
Wow.
And simulate the whole molding process virtually.
So you're taking those blueprints and turning them into, like, interactive digital simulations.
Exactly.
That's amazing.
Yeah, it offers a lot of advantages. For one, it lets designers identify potential problems and make the design better before they build anything physical.
So you're catching those errors before they become expensive mistakes.
Exactly.
And I imagine it also allows for much more precision and complexity in the designs.
Absolutely. With CAD cam, you can make molds with all these intricate features and undercuts that would be practically impossible with those traditional methods.
So you're pushing the boundaries of what's possible with plastic molding. What are some examples of how CAD CAM is being used to create those cutting edge designs?
Well, one example is the development of what's called conformal cooling channels in molds.
Conformal cooling channels?
Yeah. So traditionally, cooling channels were pretty simple. Just straight passages drilled into the mold to circulate that cooling fluid. But CAD CAM lets designers create those complex contoured cooling channels that actually follow the shape of the mold cavity.
I'm trying to picture this. Why is that beneficial?
Well, those conformal cooling channels allow for more efficient and uniform cooling of the part, which shortens those cycle times, improves the quality of the part.
Right.
And even uses less energy.
So it's like a win, win, win.
Exactly. And that's just one example of how CAD CAM is helping designers create those better, more precise and more innovative molds.
Okay. We've Talked about CAD cam. What other innovations are shaping the future of mold design?
Another trend that's gaining a lot of traction is using additive manufacturing, also known as 3D printing, to make mold inserts or sometimes even entire molds.
You can 3D print molds.
You can.
That's amazing.
It is pretty cool.
So instead of machining that mold from a block of metal.
Yeah.
You're building it up layer by layer from a digital design.
Exactly.
It's like a high tech version of building a sandcastle.
I like that analogy. And just like with the sandcastle, you have a ton of flexibility. With additive manufacturing, you can make those complex shapes, intricate internal features that would be impossible with traditional machining.
That sounds perfect for prototyping or maybe small batch production.
Absolutely. Additive manufacturing lets you do rapid prototyping and customization.
Okay.
Which reduces lead times and opens up new possibilities for those innovative designs.
So we've got CAD CAM for precise design and simulation and 3D printing for those complex geometries and custom features. What else is on the horizon?
Another area that's seeing a lot of cool innovations is in mold decorating. In mold decorating more imd. It's a process where you put decorative elements like graphics or textures directly into the mold itself.
So instead of adding them later, you're incorporating them right from the start.
Exactly.
So those fancy finishes are baked right into the part.
That's a great way to put it. IMD has several advantages. It can cut down on production time and cost.
Right.
It makes the decorations more durable, and it allows for more intricate and visually appealing designs.
It's a win win. Where is IMD being used?
We're seeing it everywhere, from car interiors to consumer electronics to medical devices, even packaging. Imagine like a smartphone with a textured back panel that looks great and also gives you a better grip.
Yeah.
That's imd.
So it's pushing the boundaries of aesthetics and function in those plastic products.
It is. And as the technology gets even better, we're going to see even more creative ways to use it.
Okay, so we've talked about some exciting technological advancements.
Yeah.
But what about materials? Are there any new materials out there that are changing the game for mold design?
Absolutely. The world of material science is always evolving, and there are some amazing developments that could totally revolutionize mold design. One area that's getting a lot of attention is bio based polymers.
Bio based polymers? What are those?
So those traditional plastics that come from petroleum, which is a limited resource, Bio based polymers come from renewable sources like plants or algae or even bacteria.
So it's plastic made from plants, Kind of.
And they offer some great benefits. They're renewable and sustainable. So we're not so reliant on fossil fuels.
Right.
They often have a lower carbon footprint. And some bio based polymers are biodegradable or even compostable.
Wow.
Which means they can break down naturally.
That's a game changer.
Yeah.
But how do these new materials affect mold design?
Well, they often need to be processed differently than traditional plastics. They might need different temperatures, pressures, or cooling rates. So mold designers have to adjust their designs and processes to work with those unique properties.
It sounds like a real challenge.
It is, but it's also driving a lot of innovation. Designers are creating new mold designs and processes that are specifically made for these sustainable materials.
It's really exciting to see that.
It is.
This deep dive has been incredible.
I agree.
We've gone from the basics of mold design to these cutting edge innovations.
Yeah.
It's clear that this field is always changing, trying to make things better, more efficient, and more sustainable.
I think that's a great summary.
Before we wrap up, I want to mention one last thought. We've talked about the technical side of things, but there's also a human element to this field.
Absolutely. Behind every cool mold design is a team of talented people. Engineers, designers, machinists, technicians. They all bring their skills and creativity and passion to the table.
It's their ingenuity and their problem solving that really drives this industry forward.
Well said.
So as we wrap up our deep dives.
Okay.
Let's raise a glass to those mold making masterminds. Cheers to that and to you, our amazing listener. Thank you for joining us on this journey. We hope you've gained a new appreciation for the world behind those everyday plastic objects. Keep those mold making minds curious and we'll catch you on our next deep dive