How many robots does it take to run a grocery store? - YouTube

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- This is a grocery packing warehouse in the south-east of London.
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Folks have ordered their groceries online, and instead of people walking
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up and down the aisles of a traditional grocery store to pick up items,
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these little devices move more than a million items every day between them.
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Instead of trying to build machines that fit into a world designed for humans,
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this entire facility, the size of seven football fields,
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is custom-built to make this as efficient as possible.
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I cannot get across on camera
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just how incredibly large this whole place is.
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The top speed of those boxes is about 14 kilometres an hour
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and they pass within five millimetres of each other when they move.
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So: how many robots are there in the Hive?
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Well, that depends on how you count them.
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- What you're looking at behind me is the Hive.
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We've got the grid, which is the metal structure,
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it's filled with products,
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so that product is housed within what we call totes
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or these open boxes that you can see at the top of the grid.
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We have around 2,300 bots
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and they move the stock around the warehouse,
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so that we can pair it up with customer orders to be delivered.
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The bots will move in the X and Y direction,
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they can also move in the Z direction.
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So we have a cable hoist system.
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That means that they can lower down a gripper assembly
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and grab onto the stock that we have in the grid.
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In some areas we have as deep as 21 totes, all in a line.
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We have sensors underneath the bot,
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that mean that every time it passes over one of the squares on the grid,
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it has a laser underneath it,
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that can tell when it moves over that cell.
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So it will say "I passed a cell, I passed a cell, I passed a cell."
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We have around 58,000 different types of individual products within the grid.
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We'll use the huge amounts of data that we gather
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to understand what customers are most likely to order
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and place them in the easiest to reach locations for bots.
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All of that combined means that we can have stock
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into the warehouse and out again from our suppliers,
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into a delivery van, in just five hours.
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- The robots deliver their crates over to the packing area.
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Some of that packing is done by humans, but there are mechanical arms as well.
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One of the big problems they've got to solve
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is that grocery packaging is designed for people,
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and the interactions between all the objects
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they deal with can be... complicated.
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- Currently, we're standing underneath the grid structure
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that we saw earlier. The robots that we saw
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are actually dropping off products to the station.
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Once they're dropped off, they become in control of the robot
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and the robot decides how to pick them,
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before the grid robot picks up their tote and takes it away again.
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There's two 3D cameras above the totes,
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so it takes an image of the storage box before it picks from it
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decides on the best grasp point,
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confirm that the product is correct,
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and then place it into a customer's shopping
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and it's doing all of that on live customer orders.
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We make sure that we don't mix something that was heavy
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with something that's soft.
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There are things that the robot can't pack,
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things such as very, very heavy, very large or very fragile items,
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but there's a lot of range in between that.
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- It's fairly safe to call each individual packing arm "a robot".
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Each one has a separate controller
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and it has to make a lot of decisions in real time
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using cameras and sensors on each individual arm.
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But here in the Hive, it's not quite as simple.
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- Controlling all of this is what we refer to as the Hive Mind,
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so this artificial intelligence system that controls everything.
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Once the stock comes in,
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from that exact point that it enters the system,
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the Hive Mind will track its every single movement.
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The Hive Mind will tell the bots exactly where they need to stop,
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but it is the bot's control system
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that allows it to follow a movement profile
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and stop exactly as the hive mind expects it to.
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There's just a 5mm gap between bots,
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so that's both as they pass each other and if they stop next to a bot as well.
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This bot with the orange light
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may have experienced something within its sensors
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and all of those readings it's taking,
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that when it feeds that back to the Hive Mind,
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it's not quite what the Hive Mind was expecting,
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so it just brings it to a safe stop for investigation.
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We do have a number of grid operators that sit at the edge of the grid
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and they're able to use our CCTV system that we have above the grid
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to look at exactly what's going on with that bot
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and they can try and fix that remotely and send commands to the bot wirelessly.
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- The boundary between "individual" and "group" is a little blurry.
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Is a termite colony a collection of individuals working together,
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or one big superorganism?
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Is the microbiome in your gut part of you?
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Because in the last couple of decades scientists have started to work out
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that the bacteria in your digestive system produce and consume neurotransmitters
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that affect how you think.
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But most people wouldn't consider their gut bacteria to be "part of them".
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We tend to ascribe intelligence and identity
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to things that act at roughly our scale.
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It's easy to look at the Hive,
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see the moving boxes and go, "okay, 2000 robots".
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But with only one controller
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and the boxes just following the paths they're given,
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I'd say there's a good argument that
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that is one robot...
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with 2,000 ways to interact with the world.
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Thank you so much to everyone here at Ocado.
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There is a link to them
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and more about their technology in the description.