Can Robots Solve America's Recycling Crisis? (cnbc.com) 148
CNBC reports that to solve America's recycling crisis, "companies and municipalities are turning to AI-assisted robots."
The problem began last year when China, the world's largest recyclable processor, stopped accepting most American scrap plastic and cardboard due to contamination problems, and a glut of plastics overwhelming its own processing facilities. Historically, China recycled the bulk of U.S. waste... The situation is dire for many local economies as recycling costs skyrocket. It's forced many cities and some small communities to stop recycling all together. Now more waste is ending up in landfills and incinerators.
To tackle this environmental catastrophe, U.S. companies and researchers are developing AI-assisted robotic technology that can work with humans in processing plants and improve quality control. The goal is to have robots do a better job at sorting garbage and reduce the contamination and health hazards human workers face in recycling plants every day. Sorting trash is a dirty and dangerous job. Recycling workers are more than twice as likely as other workers to be injured on the job, according to a report at the University of Illinois School of Public Health. The profession also has high fatality rates.
The way the robots work is simple. Guided by cameras and computer systems trained to recognize specific objects, the robots' arms glide over moving conveyor belts until they reach their target. Oversized tongs or fingers with sensors that are attached to the arms snag cans, glass, plastic containers, and other recyclable items out of the rubbish and place them into nearby bins. The robots -- most of which have come online only within the past year -- are assisting human workers and can work up to twice as fast.
To tackle this environmental catastrophe, U.S. companies and researchers are developing AI-assisted robotic technology that can work with humans in processing plants and improve quality control. The goal is to have robots do a better job at sorting garbage and reduce the contamination and health hazards human workers face in recycling plants every day. Sorting trash is a dirty and dangerous job. Recycling workers are more than twice as likely as other workers to be injured on the job, according to a report at the University of Illinois School of Public Health. The profession also has high fatality rates.
The way the robots work is simple. Guided by cameras and computer systems trained to recognize specific objects, the robots' arms glide over moving conveyor belts until they reach their target. Oversized tongs or fingers with sensors that are attached to the arms snag cans, glass, plastic containers, and other recyclable items out of the rubbish and place them into nearby bins. The robots -- most of which have come online only within the past year -- are assisting human workers and can work up to twice as fast.
Yes (Score:4, Insightful)
Re: (Score:2)
Or pay people $15/hour to do that, then look at what cost that would add to it including health issues.
Maybe products in the shops are too cheap.
Yes, let's put those neo-slaves to use! (Score:4, Insightful)
Once the government starts depending upon prison inmates to carry out necessary activities, the government will start making sure prisons are filled to have such inmates available. Prisoners are already being paid far less than minimum wage [prisonpolicy.org]. Do you really want to encourage modern day slavery?
Furthermore, is sorting recyclable waste really a good idea to open up to prisoners at all? Let's give prisoners ready access to sharp pieces of metal and glass so that they can construct shiv's and start stabbing prison guards or other inmates. Or maybe one of their buddies outside of jail can drop "special packages" into recycle barrels so that inmates "in the know" can pick up a gun or some illegal drugs. This will work out just great.
Re: (Score:1, Insightful)
Ahh, ye ole slippery slope argument. Which despite the fact that it rarely comes to fruition, it none the less often brought out to debate a good idea.
Re: Yes, let's put those neo-slaves to use! (Score:3)
Re: (Score:2)
Re: (Score:2)
. Time to make use of this valuable asset
There's a word for what you're suggesting. Slavery.
Re:Yes (Score:5, Insightful)
The reality - that nobody wants to talk about - is that recycling, done properly, is extremely expensive and a money losing proposition.
That depends on what goes into the products. For example if all plastic containers are made with the same easily recycled plastic, with no coloring, and with labels that come off easily with water, then it doesn't have to be a money losing proposition.
Re: (Score:1)
Reduce, reuse, recycle.
We only have a 'recycling' crisis, because we produce single-use plastic items on an extreme scale. Ideally, we should not produce single-use plastic at all, except when the benefits far outweigh the benefits - to society, not the businesses that profit from it. An example could be single-use syringes for injections, where it really makes sense; but there is so much plastic waste that simply isn't necessary.
Of course, at the root of this lies the peculiar perversion of capitalism that
Re: (Score:2)
Agreed on single use plastics that are petroleum based, this could be ok :
This plastic bag is 100% biodegradable
https://www.weforum.org/agenda... [weforum.org]
Re: (Score:2)
For example if all plastic containers are made with the same easily recycled plastic, with no coloring, and with labels that come off easily with water, then it doesn't have to be a money losing proposition.
Imagine if that same easily recycled plastic was also edible, it would be even easier! A chocolate flavoured plastic bag for me, thanks! Reality is, different plastic materials have vastly different properties and are suited for different tasks and unsuited for others. Plastic containers are also contaminated by their contents and by other materials they get in contact with. Moreover gearing a whole industry on one single standard harms innovation, because, when all your production and recycling industry is
Re: (Score:2)
Good points.
Not only one plastic. The best plastic/label for the job. Multiple standards designed with recycling in mind. Innovation would happen as it does in other standard based industries.
Re: (Score:3)
Re: (Score:2)
Agreed. And it would drive innovation.
---
In economics, an externality is the cost or benefit that affects a party who did not choose to incur that cost or benefit. Externalities often occur when a product or service’s price equilibrium cannot reflect the true costs and benefits of that product or service. - https://en.wikipedia.org/wiki/... [wikipedia.org]
Re: (Score:2)
Good points.
Not only one plastic. The best plastic/label for the job. Designed with recycling in mind.
Re: Yes (Score:3)
Re: (Score:2)
For one such system, just google Max AI, made by Bulk Handling Systems
https://www.youtube.com/watch?... [youtube.com]
We looked at these systems for positively sorting (picking out what we want, vs rejecting what we don't) used beverage containers. They are really impressive machines which can positively pick about 95% of the materials we want. It wasn't the right fit for our particular scenario, but still impressive.
Re: (Score:2)
Stop using disposable water bottles (Score:1)
That would probably cut down on 1/2 the plastic waste.
CAPTCHA: cyanide
Re: (Score:2)
Require: ... reusable shipping containers
We used to use those all the time. Milk bottles, soda bottles, ...
Then the government banned them. For "health" reasons. (The heath of the donors' plastics companies and the politicians' donations improved dramatically.)
Now, if you want to recycle a glass soda bottle, you have to spend enough energy to MELT IT DOWN and recast it.
We probably don't need to 'require' anything. But we DO need to get RID of the requirements that containers NOT be reused.
Re: (Score:2)
Did it? Did it really? Or was the study funded by someone with a vested interest in proving that? I don't trust a LOT of studies, I mean I read about a study that said Coke was healthier to drink than water, funded by Coca Cola. Also surely with more advanced tech we can figure out how to more effectively clean and sterilize the containers.
Re: (Score:2)
Botulism also declined when they stopped using reusable milk bottles and such.
You can kill botulism, and denature its toxins, just fine at temperatures lower than molten glass and costs less than remelting and recasting it. You can even kill hepatitis and denature prions ditto. You could do it just fine when the crooks banned it, too, but we have far better process control now than we did then and can do it cheaper.
But you do not care if people die in the name of your environmental quest, that is clear.
Yo
Or... or... don't hate me for saying this but.. (Score:5, Insightful)
We can stop putting items in twice to 150 times the amount of plastic needed to contain them.
YES I AM LOOKING AT YOU, SD CARD MAKERS!!!!
Also you sick bastards who put a pair of scissors in plastic packaging that requires a pair of scissors to open >.>
Food, too (Score:4, Insightful)
Re: (Score:2)
Makes sense in non-retail settings. However, retail sales have a shrinkage problem, so larger packaging is often requested to prevent those small things from growing legs and walking out the door.
Alternatives exist - you could do it Ikea style where you pick up a card and trade it in at the cashier, forcing them to walk behind and get the item and holding up the line. And o
Re: (Score:2)
One that's just irked me is that Johnson & Johnson just changed the lid of 'baby shampoo'. The lid has (for years) been a screw on/off affair, but has just been changed to one that is virtually impossible to remove. Thus, the bottle has become (for all intents and purposes) unrecyclable - just because I/they can't remove the bloody lid.
I'm sure J&J would say that it's all about 'security' and making sure the product isn't tampered with before it gets to me - but if a coke bottle lid can do it, I'm s
Re: (Score:2)
WALL-E (Score:2)
Re: Put it in the landfill (Score:1)
That may be better for the environment and use less resouces.
https://medium.com/@robertwiblin/what-you-think-about-landfill-and-recycling-is-probably-totally-wrong-3a6cf57049ce
Re: (Score:2)
First hydrothermal treatment to powder the organic material and separate it. Hydrothermal liquefaction to turn the organic material into oil. Melt down the inorganic material and recover what you can.
Landfill what you have left so you can use more advanced recycling when it becomes available.
Re: Just burn it. (Score:2)
charge the companies (Score:1)
We need to financially disincentivize the use of wasteful/harmful products. Meaning. Whatever it costs to fully recycle a product should be a fee assessed to the product itself.
Re: charge the companies (Score:2)
Re: (Score:2)
You know what would help to reduce plastic usage? A carbon tax / emissions trading scheme.
Yes but no. (Score:5, Insightful)
Yes, robots absolutely could enable better recycling. However, no, they won't solve our short-term crisis because of the investment cost. This said, the current situational change ("crisis") is just a hiccup compared to the real problem. The real problem is that it doesn't cost much money to just throw things away and there is entirely no penalty for making products that are difficult to recycle. Eventually, humanity will be forced to face this fact and either start charging companies the cost of recycling or heavily subsidize it.
The other possibilities is we create recycling that is less costly than using new material (unlikely/very far off/100% automation), there is an enormous culture shift that changes corporations (exceptionally unlikely) or humanity goes extinct (maybe).
Re: (Score:1)
The real problem is single-stream re-cycling.
Yes, that's heretical and totally counter to the current thinking but if consumers were to separate out their plastics,
ordinary paper, cardboard, newspapers, glass, and other categories, so that the municipal waste facilities collecting
the stuff would be able to get more per ton for a given type of recycleable material, it would be a win-win for the
taxpayers as well as the material purchasers. I've seen it work in one place in northern New England, and I've seen
t
Re: (Score:3)
The problem with plastics - the hard part - is that there's not just one substance known as "plastic". There's numerous different kinds in consumer products, which cannot be recycled together (and some can't be recycled at all). Many times there will even be multiple types of plastic used in a consumer product (for example, water bottles made out of PET with polypropylene caps and rings). There's no way you're going to teach consumers how to sort different types of plastics from one another.
Re: Yes but no. (Score:2)
Re: (Score:2)
Plastics are not interchangeable like that. And nobody is going to be disassemling their water bottles to simplify recycling. You can't even get the vast majority of people to clean out their glass and metal before recycling it; they're lot going to make their lives about cleaning and dissassembling track and sorting it into 15 different containers. It's not a realistic proposition.
Re: (Score:2)
Why can't they redesign the lids so they can make them with the same plastic? Is this rocket surgery?
There's a process for cooking plastics and capturing their gases which is supposed to work on mixed plastics.
Re: Yes but no. (Score:4, Insightful)
PET is used for the bottle part because it's quite strong for its thickness, shatter resistant, can readily be blown into bottle shapes, has excellent clarity, and has superb barrier properties.
PP is used for caps because it's a thermoplastic that can be easily molded into cap shapes and is resistant to fatigue.
Acting like plastics should be interchangeable is like acting like metals should be interchangeable. "Why don't you build this bridge out of tin?" "Why don't you make these coke cans out of lead?" "Why don't you make these lead-acid battery plates out of steel?" "Why don't you solder with nickel?" You use different metals because they have different properties, costs, advantages, and disadvantages. The exact same thing applies to polymers.
That's not recycling; that's one step below simple incineration. You can do that with any organic matter. Even you can be "recycled" into plastic bottles in that manner. It's just combustion of anything organic with insufficient oxygen, to create syngas (hydrogen + carbon monoxide + some CO2), which is prone to polymerization because carbon monoxide becomes highly reactive at elevated temperatures, tending to give up its oxygen to either form CO2 (with another CO) or H2O (with H2), leaving highly reactive elemental carbon to bond with itself and with hydrogen. By controlling temperatures, pressures, and catalysts, you can coax a very wide range of hydrocarbons mixtures (nothing even close to pure, as a general rule) out of the process, which are then refined and reacted via normal petrochemical processes. You're basically starting all over. And part of your product gets lost (to CO2), which provides the energy to drive the process, and then more energy is needed or more product lost in each refining and processing step to recreate new polymers.
Re: (Score:2)
I said redesign the cap, dumbass. Obviously you can't just use the one you have now. It would look different. It might use a little more plastic. Your comment is correct but off topic.
Also, if you use the captured gases, of course it's recycling. What a stupid thing for you to say.
Re: (Score:2)
Eventually, humanity will be forced to face this fact and either start charging companies the cost of recycling or heavily subsidize it.
Why? Landfill space is effectively infinite. Old landfills get covered over and made into green spaces or highways or airports.
Meanwhile, recycling that actually makes economic sense needs no additional encouragement beyond the ability to profit.
Re: (Score:2)
Yes, robots absolutely could enable better recycling. However, no, they won't solve our short-term crisis because of the investment cost. This said, the current situational change ("crisis") is just a hiccup compared to the real problem. The real problem is that it doesn't cost much money to just throw things away and there is entirely no penalty for making products that are difficult to recycle. Eventually, humanity will be forced to face this fact and either start charging companies the cost of recycling or heavily subsidize it.
The other possibilities is we create recycling that is less costly than using new material (unlikely/very far off/100% automation), there is an enormous culture shift that changes corporations (exceptionally unlikely) or humanity goes extinct (maybe).
Close but not quite. That is half of the real problem. The other half is that it takes a lot of cheap energy to make recycling work. Otherwise its cheaper and easier to just mine new materials. Aluminium is the most energy intensive raw material to mine and process. Which is why we have always recycled Al cans. Other materials take less energy to mine and process than recycling needs quite often. When it doesn't, recycling has a chance but the energy needed to sort and separate out the desired materi
Been actually thinking about this lately. (Score:5, Interesting)
Specifically, how to recover valuable elements left over from the ~5% of mixed, unprocessable waste that even a good recycling plant will leave behind. I was thinking a resurrection of the old peroxydisulfuric acid (Marshall's Acid) process for electrolytic hydrogen peroxide production that was replaced by the anthraquinone process. You have Marshall's acid, converting to piranha solution - an intensely aggressive oxidizer of organics, to the point that it will even break down soot / graphitic carbon, eliminating essentially all organics except fluorocarbons. Non-noble metals would be dissolved and deposited at the cathodes (selective electrodeposition isolating individual metals) in the electrolytic cell that generate the peroxydisulfuric acid. The remaining waste should be noble metals, fluorinated hydrocarbons, ceramics, glasses, and other resistant oxides. Noble metals could be extracted by a followup bath a similarly regenerated hot HCl + H2O2 bath, HNO3 (limited concentration) + H2O2, or aqua regia. Smelting or simple high temperature incineration of the tailings should yield fluorine recovery in the flue gases.
It wouldn't be an efficient way to deal with bulk waste, but for difficult waste streams... I don't know, just something I've been idly thinking about.
Re: (Score:3)
Re: (Score:3)
That's pretty much a universal solution, as everything decomposes as plasma :) But it's extremely energy intensive.
Re: Been actually thinking about this lately. (Score:2)
Acid leach of PCBs leaves contaminated, stripped PCBs and spent acid behind. This does neither. The structure of the PCBs is broken down entirely to CO2 and H2O with no soot or gas phase component (fully liquid phase). The sulfuric acid is regenerated at the anode.
Plasma gassification process/machines exist (Score:1)
Robots=short term solution (Score:4, Insightful)
Yes! (Score:3)
Re: Robots=short term solution (Score:2)
Re: (Score:2)
Simple (Score:2)
The way the robots work is simple. Guided by cameras and computer systems trained to recognize specific objects, the robots' arms glide over moving conveyor belts until they reach their target. Oversized tongs or fingers with sensors that are attached to the arms snag cans, glass, plastic containers, and other recyclable items out of the rubbish and place them into nearby bins.
There is no part of that which sounds simple.
Re: (Score:2)
It doesn't sound simple to me either, but then, my desk is covered in animatronics crap right now.
But it is all doable. The more difficult thing is likely to be rejecting dirty items. Or more realistically, identifying the small percent of items that are clean.
Co-mingled recycling by people who don't care about recycling will never get away from that problem.
Re: (Score:2)
Or more realistically, identifying the small percent of items that are clean.
When you say it like that, maybe it would be simpler to just wash everything.
Re: (Score:3)
It isn't that easy to wash stuff that is caked on. Mold and biofilms firmly attach themselves to the plastic.
For glass and metal recycling it is less problematic, because they're processed at high temperatures anyways.
But the temperatures needed to make that sort of cleaning easy will already melt the plastic. Different plastics break down with different solvents, there is no good solution that you can use before the plastics are fully sorted. And then once it is sorted, the chemicals that could make it eas
Re: (Score:2)
If it dries on, it takes multiple passes through the machine. That's why the worker who loads the machine has to use a metal brush to clear off most of the particles that are stuck to the plates
I don't know, modern, high-quality dish washers seem really, really good at washing off the dried-on stuff.
Re: (Score:2)
You obviously have no experience in a restaurant kitchen.
If you don't have any relevant experience, just listen.
You use a word like "high quality," you're obviously talking about home dishwashers. Yeah, they get shit clean because they run for a long, long fucking time. If you think that would be an answer, do some math, calculate the power used, and make the case.
Just the volume of a home dishwasher and the time it runs should make it obvious that it wouldn't be a reasonable method. That's why I only talke
Re: (Score:2)
NO - robot may handle the recycling. But it has.. (Score:1)
It has start at the manufactures.
Some basic rule:
. Cost of recycling or garage collection is INCLUDED in the price of item. so no local garage collection cost to consumer.
. A) Recycling is cheapest "tax" - say 10% or actual cost to recycle which ever is higher.
. B) Garbage is very expensive - $20 or 50% which ever is higher.
C) Hazardist waste - lead acid battery, Car Tires, OIL. double B)
. D) Pay the consumer to return the items to be recycled, maybe 1/2 the "tax" paid.
E) If
Multiple strategies (Score:2)
Better recycling sounds good (obviously) but it does seem like there's been a diminishing return on new developments. Recycling will only get us so far and probably not much farther than where we are now.
Is anyone working on technology to just go to an old landfill and mine it for all the old materials in it? A much harder problem, of course, but that will be a real game-changer.
Need more education (Score:5, Insightful)
So when I was in school, the mantra was "Reduce, Reuse, Recycle." The words were in that order for a reason, but everyone focused on the "Recycle" part which doesn't really solve the problem all on its own. Reduce the amount of material you use (and thus trash you generate). Reuse as much of the material as you can yourself; jars, bottles, bags, boxes, packing material, and so on. Recycle as much of what's left as you can.
I think another PSA campaign to reintroduce and push this concept would be a very good thing.
On top of that, some consumer education on exactly what contamination is in (terms of recycling) and how to avoid it would also be helpful. Really simple things like not putting plastic bags in the recycling - "but they're plastic! You recycle plastic!" - Nope, plastic bags and films are not recyclable! They just clog up the machines and need to be removed by workers.
I think there's enough people who care to make a difference, but they just need to be reminded what to do.
=Smidge=
Re: (Score:2)
I think another PSA campaign to reintroduce and push this concept would be a very good thing.
OH PLEASE DON'T! MAKE IT STOP! HAVE YOU NO MERCY!
I've been having this "reduce, reuse, recycle" mantra beaten into me since I could read. People got the message, and then they find out that all the efforts they put into sorting their items for recycling were ending up in landfills and rivers anyway. People lost faith in the system. People are just getting fed up with this because it's going too far. Can't we just have a fucking straw with our drink? A straw?
Not only are people getting tired of this t
Re: (Score:2)
Too late, people are already dead because of this reusable drinking straw madness.
https://www.usatoday.com/story... [usatoday.com]
Re: (Score:2)
This is the biggest problem. When people realized all the painstaking cleaning and separating of their garbage was just ending up in the landfill anyway they lost all interest and hope. Regaining that is the biggest hurdle to rekindling peoples interest in recycling.
We found a recycler who we could trust (we inspected his recycling plant), and he would only take certain types of plastic and metal, AND we had
Re: (Score:2)
What the hell are people doing to their grocery bags that gets them ill? Do they not wash the produce they put in there?
Re: (Score:2)
For most people the 'reuse' step has very limited capacity. Since we're generally talking about long-lived items such as glass and plastic, once you have enough glass and plastic containers you don't really need any more.
Re: (Score:2)
I think manufacturers can offer a major contribution in this area.
For example, there's this brand of chocolate hazlenut spread "Nutkao" which not only is a more amusing name than Nutella, but is available in glass jars *specifically designed* to be used as drinking glasses. I have one of these and it's my favorite drinking glass. It's heavy, restaurant quality glassware and you'd never know it used to be a food jar.
Basically I think more manufacturers could design their packaging with reuse in mind.
=Smidge=
Burn the plastic, paper, and cardboard (Score:1)
We shouldn't be recycling many of the stuff we recycle now. Paper, plastic, and other such items should just be burned for electricity. Glass should probably be just put in a land fill. Metals should be recycled, there's a real energy savings there.
I found a video from the Global Warming Policy Foundation advocating this. I don't know who they are but they seem to be talking sense and with a name like that there's probably some leftists out there that might listen to them.
https://www.youtube.com/watch?. [youtube.com]
Re: (Score:3)
I found a video from the Global Warming Policy Foundation advocating this. I don't know who they are but they seem to be talking sense...
Give up (Score:2)
So what's the real cost of giving up recycling?
licensing fees (Score:3)
Nobody's buying, robots sort it faster? (Score:1)
Re: (Score:2)
Re: (Score:2)
Looks like it's time to disable the AC replies so we can filter crap like that.
Re: BarbaraHudson = leftist that "ain't RIGHT" lol (Score:2)