Machine learning robots might be the answer to recycling

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Here’s something controversial: recycling is exhausting. Yes, it’s infinitely better for the environment than throwing all of our waste into landfill. But, we have to remember to take caps off bottles, or put ‘soft plastics’ in different bins, and it’s tiring.

Up until recently, China made a business out of recycling. In 2016 alone, the U.S. sent 7.3 million metric tons of waste to China, to be sorted and turned into recycled plastic. However, the waste it was receiving was unhygienic and polluting the country. And so, in an effort to clean up its environmental act, the country banned imports on a large number of recyclables. In 2017 and 2018, China stopped accepting 56 types of waste.

So where does America’s waste go now? Sadly, the answer is landfills. In some places, like San Juan Island, Washington, only certain recyclables are collected. Residents can recycle clean and separated cardboard, metal, aluminum cans, and clean wood; everything else is going straight into the garbage. Long term, limiting recycling could be a good thing; it could help us discover how to use less and re-use more. But it’s a slow and grueling process.

AMP Robotics has a solution. The tech startup developed AMPCortex: a high-speed robot that uses artificial intelligence (AI) software to identify, sort and process recyclables. While waste is moved forward on a conveyer belt, the robot effectively has a brain, eyes and hands. It uses machine learning technology with a pattern recognition vision system, which turns millions of images into data. This data then tells the machine’s three arms where to move and grab. The result is high-speed waste separation.

Because of the AI software, the machine learns, improves accuracy, and can adapt. This means it can sort waste from multiple industries: brands and materials of municipal waste, batteries and wires from electronic waste, and various metals, wood and concrete in construction waste. It also links to an online visualization tool, which can keep records of sorted waste and inform users of equipment issues or hazards.

AMP Robotics says its goal is to make recycling more sustainable and affordable. It recently raised $16 million in Series A funding, which it plans to use to scale up operations, and increase its efficiency. The company already has its robot in facilities across the U.S., including California, New York, and Texas, with more planned.

Are you developing robotics technology or an innovative way to clean up garbage? Did you know your efforts could be eligible for the R&D Tax Credit and you can receive up to 14% back on your expenses? To find out more, please contact a Swanson Reed R&D Specialist today or check out our free online eligibility test.

Who We Are:

Swanson Reed is one of the U.S.’ largest Specialist R&D tax advisory firms, offering tax credibility assessments, claim preparation, and advisory services. We manage all facets of the R&D tax credit program, from claim preparation to audit compliance to claim disputes. 

Swanson Reed regularly hosts free webinars and provides free IRS CE and CPE credits for CPA’s.  For more information please visit us at www.swansonreed.com/webinars or contact your usual Swanson Reed representative.

Apple’s disassembly robot Daisy makes striking gold a little easier

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1,900 kg of aluminum, 770 kg of cobalt, 710 kg of copper, and 11 kg of rare earth elements – that’s just a fraction of what Apple’s disassembly robot Daisy can recover from old iPhones.  Crucial to the construction of circuit boards, batteries, cameras, haptics and other pieces that keep our smartphones running, these precious metals are often left untapped because consumers aren’t recycling their old electronics or facilities don’t have the means to easily recycle them. Apple, however, is trying to change that with its recent commitment to minimize its negative impact on the environment through initiatives like its trade-in “GiveBack” recycling program and investments in R&D to create machines like Apple’s disassembly robot Daisy. The recycling robot was five years in the making and was unveiled last week in Austin, just in time for Earth Day 2018.

Lisa Jackson, Apple’s VP of Environment, said, “What we’ve learned is that the technology for recycling hasn’t really advanced much. (Daisy) is one of the ways that we’re going to make real progress in our goal to mine less from the Earth and use more recycled and renewable materials in-product.” And boy, is recycling worth it. Experts note that “urban mining” or recovering materials from discarded electronics is more efficient than extracting metals from natural mining. Frederico Magalini, an e-waste researcher and managing director at UK sustainability firm Sofies, explains that there is 80 times as much gold in one ton of recycled cellphones than in a gold mine. He also adds that recycling electronics is more sustainable than plastic recycling: “Historically, metals have value, and you can recycle metal forever. For plastic, it’s different because every time you recycle the plastics, the mechanical properties don’t necessarily remain the same.”

As the benefits of recycling electronics become more apparent, the way we recycle those devices will improve as well. Two years ago, Apple’s recycling robot Liam was 100 feet long and composed of 29 robots. Now in 2018, its successor, Daisy, is a third of the size and made up of only five robots. In fact, old parts from Liam were used to construct Daisy. More compact and efficient, Daisy is able to dismantle nine different versions of the iPhone at a rate of 200 iPhones per hour, unlike Liam which could only deconstruct the iPhone 6.

Currently, Apple’s disassembly robot Daisy is one of a kind in the world. A second Daisy is expected to be installed in the Netherlands and the disassembly robot will likely be rolled out in other parts of the Apple global empire. Apple CEO Tim Cook said, “We’re going to keep pushing the boundaries of what is possible with the materials in our products, the way we recycle them, our facilities and our work with suppliers to establish new creative and forward-looking sources of renewable energy because we know the future depends on it.

Developing ways to improve recycling of electronics? Did you know your R&D experiments could be eligible for the R&D Tax Credit and you can receive up to 14% back on your expenses? To find out more, please contact a Swanson Reed R&D Specialist today or check out our free online eligibility test.

Who We Are:

Swanson Reed is Texas’ largest Specialist R&D tax advisory firm, offering tax credibility assessments, claim preparation, and advisory services. We manage all facets of the R&D tax credit program in Texas, from claim prep & audit compliance to claim disputes. 

Swanson Reed regularly hosts free webinars and provides free IRS CE and CPE credits for CPA’s.  For more information please visit us at www.swansonreed.com/webinars or contact your usual Swanson Reed representative