Episode Transcript
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This is the Discovery Files podcast from the U.S.
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National Science Foundation.
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Concrete is the most widely used construction material in the world.
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It is the backbone of what is called the built environment.
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A crucial ingredient for housing and infrastructure development.
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Advances in materials science and processing can enhance the long term
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durability of many building materials, including concrete,
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enabling significant economic and societal benefits.
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We're joined by Sabbie Miller, an associate professor in the Department
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of Civil and Environmental Engineering at the University of California, Davis,
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whose research is dedicated to advancing the built environment
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through the development and optimization of infrastructure materials.
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Professor Miller, thank you for joining us today. Thank you so much for having me.
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So I want to start with kind of defining one of the terms
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that’s kind of key to what we're going to be talking about today.
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What is the built environment?
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So folks do use the built environment in a couple of different ways.
0:57
But typically what they're referring to is basically all of our buildings.
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So houses apartment buildings, hospitals, school buildings, offices,
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as well as all of our infrastructure systems and roadways.
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So sewers and highways and all of those things together
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are the environment that we as humans are building for ourselves.
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And so it's often referred to as a built environment.
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The most common material is concrete.
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So we're going to be talking about a lot of concrete today.
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I want to start with the manufacturing process.
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What are kind of the problems with manufacturing currently?
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So there's a couple of things to think about with concrete.
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Yes, it is our most consumed building material worldwide.
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It's actually a composite material. So it's made out of cement, water
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and crushed rocks, which we refer to as aggregates.
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So sometimes cement and concrete are used as synonyms.
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But in reality, cement is this powder that reacts with water and holds together
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rocks to make the synthetic rock that we refer to as concrete.
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And some of the manufacturing challenges associated with the production of concrete are actually tied to that cement.
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So when we're worried about things like the environmental burdens
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for concrete, it's a function of a couple of things.
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One, we use a heck of a lot of this material.
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So whenever you use a lot of something, it's impact scale accordingly.
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The other side of that being that the production of cement
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requires the utilization of limestone, that's our main ingredient
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in the production of cement. There are other ingredients as well.
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But that limestone, to create that reactive compound that could interact with water,
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we actually have to carbonate it. We actually have to break off effectively carbon dioxide from that limestone.
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And that leads to a direct emissions from a chemical conversion.
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And then on top of that, to get the reactions to take place,
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we require thermal energy. So then we also have energy derived emissions tied to the production
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of cement. So when we're talk about the impacts of concrete,
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oftentimes the impacts are things tied to cement that we're worried about.
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We hear about a lot of buildings when they get torn down
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going straight to the landfill. Can we crush them and reuse them?
3:00
As an aggregate, let's say in any new concrete?
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Or is there issues with that carbon cycle and the bits of the cement that you just
3:07
explained chemically that make it so we can't really do that?
3:10
It's a yes and no response to that. We can crush our concrete and get some benefits out of that product.
3:15
One of the benefits, actually, is that we really increase the surface area to volume ratio.
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And if we have proper exposure to atmospheric CO2,
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the hydrated cement in that concrete actually has a chance to interact
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with the CO2 that's in our atmosphere and pull a wee bit back out.
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The other thing, though, that we end up seeing from our crushed concrete is exactly as you mentioned.
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It's made out of hydrated cement and aggregates,
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which means it's not the same performance as the aggregates alone.
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It's now got this like caked on hydrated cement stuck on the material so it doesn't have the same performance
3:49
as our normal aggregates that we would normally crush and use in our concrete.
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As a result of that, it doesn't always necessarily perform the way we want it to in a new concrete,
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but we are able to use it for sure in certain applications.
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So for example, in California, where I am, I know that our Department
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of Transportation actually uses the concrete from the roadways that we have,
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crushes it up, and uses a road base for the new roadway
4:12
that they're about to put in, because it has great performance characteristics for that.
4:16
So we can use it in some ways, but not all ways.
4:19
So thinking about potentially reusing it for structural purposes,
4:22
it might have a weaker fracture value or something.
4:25
Yeah. The paste itself can have certain performance characteristics
4:29
associated with it. The cement that's interacted with the water and created this kind of binder material,
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the aggregate is going to have certain performance. And then there's what's referred to as the interfacial transition zone.
4:38
This region where the cement is actually bound onto the aggregates
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that has its own micro structure associated with it.
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So yes, we end up with potentially different fracture performance associated with that.
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Other types of durability issues can also be tied to having
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this effectively, like a three phase material as opposed to just the aggregate.
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So yeah, there's a couple of different issues that could happen that might hinder use in certain applications.
5:01
So the paper that kind of brought your work to my attention
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is looking at using building materials for carbon storage.
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So how might that be possible?
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There's many different ways. So many of our building materials are already carbon based right.
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They're already using carbon. It's not necessarily carbon that we've pulled out of the atmosphere,
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but it is carbon. So part of what could happen is if we're able to re-engineer
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those materials such that the carbon that's in the material is coming from a direct air capture system, or we're basically pulling
5:32
atmospheric CO2, concentrating it and then using it in those materials.
5:36
Then we could potentially store them for a really long time in the built environment.
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The other way we could do that is capturing flue gas.
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So carbon capture, actually trying to capture the CO2
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as it's coming out of industrial processes, energy generation processes,
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and then again, concentrating it, using it in our built environment
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as the carbon source and potentially even having the materials
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themselves directly capture carbon dioxide from the atmosphere.
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This happens a little bit more with our biogenic materials, materials
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that are living organisms, like our photosynthetic materials.
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So if they're able to already interact with the atmosphere
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through photosynthesis, they can pull in carbon.
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And then we could use that material as something in the built environment.
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So there's a couple of different ways to get that carbon stored in our materials.
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But it depends on the material that you're talking about.
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I know part of the study you were looking at the effectiveness
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of different kinds of blocks like concrete, brick, asphalt, plastics, woods.
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Can you talk a little bit about the effectiveness of these different forms?
6:36
Yes. So depending on the amount of carbon that you could put in any material,
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you're going to have a certain degree of potential effectiveness
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based on the carbon content. Right. So this is a very high level of carbon for this material.
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So in theory we could store more carbon in this material on a weight basis.
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The other thing though that we found was a much larger driver than that
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component was how much of this material do you plan on using?
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So even if you're getting less carbon stored in the material,
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but you could scale it to an enormous quantity, like concrete,
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then potentially you have this huge body that could store carbon dioxide
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as long as you're getting desired performance out of the material.
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So if the material has any loss in strength or the ability to place it
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during construction, or if it fails earlier than our conventional material,
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then you could end up not seeing these benefits.
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So the performance of the material is always priority.
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The idea, though, is that if we're able to get equivalent
7:34
or better performance out of these materials and store
7:37
atmospheric CO2 in them, we could have this really net benefit
7:40
of leveraging this huge mass of materials that is available to us.
7:44
One of those materials that I was curious to ask you about is bioplastics,
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because we hear about plastic and think about it being like more of a manufactured toxic thing.
7:53
What is a bioplastic? So bioplastics are plastics where the carbon and the long
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chain molecule that makes up our plastics is coming from a bio resource
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as opposed to a petroleum based resource.
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So the vast majority of our plastics that we interact with are coming from
8:08
petroleum based resources. That's where their carbon is coming from.
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But instead, if we're able to use things like food waste, not priority food,
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not food that we would otherwise eat, but waste that we would have otherwise
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disposed of, or residues from, different agricultural or forestry practices.
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So a biomass that we otherwise need to get rid of isn't
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going to be a priority for something else in terms of its utilization.
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If we could use those as the source of carbon,
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then we could potentially reduce our dependency on petroleum
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and leverage a bio resource that has pulled CO2 out of the atmosphere.
8:42
We might have access to it a little bit more
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locally because of the ability to use different types of bio resources.
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So there's a couple of different strategies that one could use, basically leveraging
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that source of carbon to replace
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our more petroleum based carbons and those materials.
8:59
Would this be like, say in the corn industry, like the husks or something that probably
9:04
you don't have a lot of use otherwise but could potentially be used in this way?
9:08
Exactly. So it's not the kernels that we would otherwise want to eat.
9:11
But yes, the husks, straw leaves, all of those sorts of things
9:15
that would otherwise be cultivated but not necessarily have as much value.
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Now, I will note that we don't want to take all of that off of the farmland,
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because farmers actually do need some of those nutrients to go back into the soil.
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But if it is already being removed, then that type of biomass can be really valuable for products like bioplastics.
9:32
Interesting. One of the other things I wanted to ask
9:34
you about was geo polymers and their use in kind of alternate cements.
9:38
Can you talk a little bit about what these things are?
9:40
Yeah. So there's a class of alternate cements that are referred to as alkali
9:45
activated materials. Basically it's leveraging two main components a aluminum silicate
9:51
solid precursor. So something that has a lot of aluminum and silica in an amorphous
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kind of like a chaotic, crazy state, not very well
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aligned in a crystalline state, along with alkali activators.
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When those are combined appropriately,
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then we can actually create something that acts like a binding material,
10:09
just like our regular conventional cement with water.
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So we're basically able to replace our normally highest CO2
10:17
component of concrete with something that doesn't require the same decarbonization of limestone, nor
10:23
does it require that same energy demand that our conventional cement requires.
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So if we're able to replace that, there's this idea that potentially we could reduce a lot of the impacts
10:32
that we would normally associate with our cement and our concrete.
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Geo polymers are a subclass of alkali activated materials.
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So they happen to be one of the ones that's really well studied.
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But it's in that class of materials that have these two key components
10:47
associated with them. And there's a lot of work going on right now trying to understand
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where can we get those aluminum silicate solid precursors,
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where can we get those alkaline resources such that they are globally available
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and they themselves don't have high impact?
11:00
Because if we have to process them a lot, then we could kind of counter our own benefits.
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That was going to be my next question, like trying to think about that for people
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that aren't too specific about the chemistry there,
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can you talk about something that might be an example of what that ingredient would be?
11:15
So our most commonly used alkali
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activators would be things like sodium silicates and sodium hydroxide.
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We use those kind of alkali resources in a bunch of other applications as well.
11:26
In terms of the solid precursors, a lot of work is looking at things
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like the utilization of coal fly ash and, ground granulated
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blast furnace slag, which we already use in the cement and concrete industry.
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Coal fly ash is actually it's exactly what it sounds like.
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So we use coal for the generation of electricity in many parts
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of the world, and the vast majority is carbon.
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That's what we're trying to oxidize to get our energy resources.
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But there's a bit of mineral in that coal, and the minerals are going to contribute
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to the formation of ashes, and some of the ashes
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will settle down to the bottom, others will fly upwards.
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And the ones that fly upwards are a bit fly ash.
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And those ashes actually have a really desirable characteristics
12:08
associated with them. For this kind of perspective of utilization of aluminum silicates,
12:12
they have great characteristics for reactivity, a nice disordered
12:15
structure, etc.. So that's one class of these types of materials.
12:19
The blast furnace slag that I mentioned is actually a byproduct
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of the treatment of iron oxide to form iron.
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So iron is our main precursor to the formation of steel.
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But we use iron and other things as well. Steel obviously has like a wee bit of carbon,
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so we get better performance out of that material
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when we're trying to make things like iron.
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We usually start off with something like iron oxide,
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and then in order to make that iron product,
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we actually have to send it through a furnace. The utilization of, certain types of compounds
12:49
within the furnace, particularly a lime to purify that overall material,
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leads to the formation of a slag byproduct.
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So we're still getting our iron, but we've also got this
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byproduct associated with the general process.
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It also has fantastic characteristics the slag does for use in things
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like the production of our alkali activator materials
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or the use in concrete, because it can interact with the hydration process.
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So there's a couple of uses of these industrial byproducts
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that can get leveraged. There's also a bunch of other resources though as well.
13:20
So a lot of our agriculture products have a wee
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bit of mineral in the biomass itself.
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So again, not the food, but those residues like the corn husks, like rice straw, etc..
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When we use those biomass products, it's predominantly carbon again.
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But if we tried to recover energy from the biomass
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through something like oxidation, we could then take the mineral compound
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that's left over as an ash form and use it as a solid precursor
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for the formation of alkali activated materials.
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So there's a couple of different sources that we have worldwide.
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And our current estimates suggest that if we wanted to replace Portland
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cement, Portland cement as our conventional cement
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with something like an alkali activator material,
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about two thirds of our current demand for cement could, in theory, be replaced.
14:08
If we're able to leverage all of these different types of residues
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the industrial byproducts, the agricultural residues,
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forestry residues, if we're able to really utilize those properly,
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we can actually start to make a pretty notable dent in the material.
14:21
Again, assuming that we get the right performance, we do need to engineer these things
14:25
so that we get what we need out of the materials.
14:28
So as you develop these kind of different materials,
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is there kind of trouble getting industry to buy in with using byproducts
14:36
and using different kind of techniques to get at these things?
14:39
They've traditionally used with limestone and Portland cement?
14:43
Yeah. So engineers are very focused on performance for good reason.
14:48
We want to create products that work.
14:50
That is our main goal and are a little bit of tweaking to make them work
14:54
even better is also one of our big goals.
14:56
That said, civil engineers tend to be on the even more risk
14:59
averse side than conventional engineers.
15:02
We really try to make sure that things are working properly.
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The reason for that being things like life safety issues,
15:07
you don't want to hop on a bridge and have it collapse or have a building collapse.
15:10
We really want to make sure our systems are working incredibly well,
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and we use a few things to make sure that we are reducing risk.
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A lot of probabilistic modeling, trying to understand exposure conditions,
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trying to understand how we could best design these systems to reduce
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likelihood of any type of failure associated with them,
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and also our historic knowledge.
15:30
I put this material in here 20 years ago.
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It's still doing great. I'm comfortable using it again.
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That ends up being a really strong driver. Also, validation from other parties that other person use this material.
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It was really successful. That means I have a higher likelihood of it being successful.
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As you can imagine, incredibly valuable.
15:48
We don't want to remove this idea of minimizing risk.
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We want to make sure that safety and performance are number one always.
15:55
But if you come up with a brand new material
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that there's a little bit of a version of using it, because this kind of knowledge
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of how it's going to perform and comfort associated with its use
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isn't necessarily there. So we end up seeing that civil engineers are a little bit less likely to rapidly
16:11
adopt novel materials, because we need those materials to perform well.
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So that we make safe structures, and we need them to perform
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well for a long time. They have to keep going for decades
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because there's a lot of work going on right now trying to understand how we improve adoption
16:27
of alternative materials, how do we make sure
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that we have the proper validation so that we're removing that risk
16:32
from the practicing engineer? They should not be the one who has to take that on.
16:35
Do we change our overall insurance structure
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so that there's more comfort trying to use some of these materials?
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Should we change how we're structuring kind of later
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stage testing so we're better understanding durability.
16:47
Is there something that we can do in order to understand any type of barrier for actually placing the material?
16:53
All of that is a really active area of research.
16:56
Everyone's really excited about AI right now.
16:58
Are you guys using AI in your lab as part of any of that kind of analysis process?
17:04
It's a tool. Engineers love tools.
17:06
So yes, we do use AI machine
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learning algorithms in order to kind of help predict certain things.
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So rather than conducting test over test over tests
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so that we get a battery of information,
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there are researchers around the world who are collecting fantastic information.
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So yes, we are leveraging things like AI in order to use many different
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data sets that might not all have been performed in the exact same way as such,
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that we can still predict robustly the likelihood of material performance.
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And we're also leveraging it to inform things where we have otherwise
17:38
data poor environments. So quantifying environmental impacts, for example, is a very and data
17:43
intensive field. And sometimes we have gaps in some of the inputs that are necessary.
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But we can leverage AI to fill in some of those gaps.
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Still with a bit of uncertainty, but better than our just guessing.
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And then also we have utilization of AI for some, overcoming barriers
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for adoption, trying to understand, okay, we have very limited data
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for these particular types of performance metrics.
18:04
How can we predict what we would expect behavior to be, or predict what tests
18:07
we should be doing in order to fill in some knowledge gaps in that realm as well?
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I also wanted to ask you about NSF support.
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What difference has say your career award made for you?
18:18
NSF support has been the best support that I've had in my career.
18:21
I realize that that kind of sounds like I'm pandering.
18:23
At the same time though, NSF support actually allows us to do this
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kind of more foundational, understanding type research.
18:30
NSF has facilitated my group actually looking at new areas
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where we don't have a solid understanding of how this could pan out,
18:39
or where we should be focusing our attention.
18:41
So it has facilitated work, like the work that we've been discussing about what would potentially store carbon
18:47
and where could we get the biggest bang for our buck in terms
18:50
of trying to utilize carbon in the built environment?
18:53
And we end up seeing that NSF has actually been incredibly valuable
18:57
in trying to support that type of really groundbreaking work.
19:01
Put on a speculative hat for a second and think about
19:05
where would you like to see cements or concretes in, say, 75 years?
19:09
I'm a bit of an optimist, so I would like to see them having
19:14
higher performance characteristics so that we don't need quite
19:17
as much of the material. Obviously, we can't get rid of all of it because there's only so much
19:21
you can cut back and still get the right amount of roadways, buildings, etc.,
19:24
but higher performance characteristics out of the material.
19:27
I would love to see the material, obviously, at least at net
19:30
zero emissions associated with it, but also ideally something
19:34
that could be a net uptake, a net storage system for our environment.
19:39
And I would love to see more on circularity of resources tied to our use of concrete.
19:44
So just like you mentioned, this kind of use of concrete, crushing it
19:47
and getting to use it again, we haven't been big on resource circularity in general.
19:51
Not calling out concrete, but in general, humans
19:53
have been a little bit more linear and the life cycle of our materials.
19:57
We’ll extract, we’ll process, we’ll use, we’ll dispose.
20:00
I'm really excited about the kind of concept of how we can start
20:03
to re-engineer things so that when we're taking it out of use,
20:07
let's use the resources again such that they're circling through our economy.
20:11
Perhaps not straight into the same class of materials
20:14
or the same class of products if we are losing performance.
20:16
But how can we start to reuse those resources so that we don't have to keep extracting resources,
20:22
which would facilitate our potentially being able to continue building in a very robust way.
20:27
So for the very last question today, I want to ask you about what's next in your work.
20:31
We actually are continuing doing work in circularity
20:34
because I find it so exciting, also because there's some issues tied to resource consumption
20:38
and localized scarcity. So we might end up having areas around the planet where we have plenty of the material globally.
20:44
But in this particular area, we don't have enough access to it.
20:46
Now, we've got to import it from other areas, which can cause a variety
20:50
of different stressors on the environment as well as other types of stressors.
20:54
So trying to better leverage the resources that we're taking out of use,
20:57
that circularity is something that we're incredibly excited about in the group.
21:01
We're also looking at paired material and energy systems.
21:04
So humans are fans of energy, electricity in particular, and trying to understand,
21:09
okay, if we are going to need to continue to produce electricity,
21:13
how can we make sure that we have access to that electricity while also creating
21:17
co products that benefit other types of systems, such as materials production?
21:21
How can we pair those together such that we're able to generate energy
21:25
and create a net storage mechanism tied to that energy generation?
21:28
So we're getting the benefit of our energy resource,
21:31
but also removing CO2 from the atmosphere or undoing air pollutant issues
21:35
that we’ve sent into the atmosphere, trying to integrate those together.
21:38
And then of course, continuing work on decarbonizing materials production
21:43
and creating net uptake, net storage systems,
21:45
those are areas that I'm incredibly excited about.
21:48
Special thanks to Sabbie Miller. For the Discovery Files, I'm Nate Pottker.
21:52
You can watch video versions of these conversations on our YouTube channel by searching @NSFScience.
21:57
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