Introducing AGVs on the Shop Floor? Here is What You Need to Keep in Mind (Part 2)
Blog: Apriso Blog
This is the second of a 2-part series on the implementation of AGVs on the shop floor.
Things to Consider When Planning the Introduction of an AGV System
What to Automate?
First, companies need to identify a candidate process to automate, the material flow paths within the process and the load to be transported automatically. A first estimation of employee relocation impacts, rationalization gains, quality improvements and improved work conditions can help decide which processes to target at this point.
What Kind of AGV?
The choice of the process and of the transported load will largely define the kind of AGV to select. There is no standard nomenclature for AGV types, but the most commonly cited ones are the following:
Forklift AGVs, to move and lift pallets both at floor level and on stands
- Unit load AGVs, to retrieve and delivery pallets, boxes or containers, equippedwith decks for load transportation and load transfer
- Towing AGVs, to move trailers or trains of trailers within the factory
- Assembly AGVs, to move work-in-progress parts to the assembly line, usually at a slow pace
- Light load AGVs, to transport small parts or baskets, for example in hospitals
Which Navigation Technology?
AGVs need to continuously assess their position, which can be done in different ways. The choice of navigation technology not only depends on what AGV suppliers may propose, but also on the environment in which the AGVs will operate, and on the desired flexibility for changing AGV paths.
The laser guidance navigation technology is one of the most popular navigation methods today. A rotating laser on top of the AGV emits a beam that is reflected by marks positioned on walls. The exact vehicle position is computed through triangulation. This technology is flexible and highly accurate but is sensitive to dirt and sunlight.
Other technologies include:
- Wire guidance: a current-carrying wire generates a magnetic field (low cost, reliable and robust, but not flexible and sensitive to metal in the ground)
- Magnetic tape or grid guidance: a magnetic tape or magnetic spots are placed on the floor (low cost, flexible, but sensitive to dirt, sunlight, damages, and metal on the floor)
- Optical guidance: a painted or taped line on the floor guides the AGV (low cost, flexible, but sensitive to dirt, sunlight and damage to the line)
- Natural navigation: using a registered map of the facility and a camera or laser, the AGV identifies elements in the facility, such as pillars or walls, and computes its position according to them (highly flexible, does not require a specific infrastructure, but preferably used only in simple and constant environments, sensitive to sunlight)
- GPS navigation: satellites are used to determine the position of the AGV (adapted to the outdoor environment, but low precision and cannot be used inside)
Which Charging Strategy?
AGVs operate on batteries and three are different options to manage charging:
- Battery swap. When the battery level falls beneath a certain point, the AGV is redirected to a station where the battery is replaced by a fully charged one. The swap can be done manually or automatically. The advantage of a battery swap is that it limits the unavailability of the AGV to a minimum. The disadvantage is that extra batteries must be purchased and stored.
- Automatic charging. When the battery level falls beneath a certain point, the AGV is redirected to a charging station. During charging time, the AGV is not available, which means that more AGVs are needed, for example, the battery can last during all day shifts and be charged at night.
- Opportunity charging. The AGV is redirected to a charging station when an opportunity arises. This is a solution to consider if AGVs are stopped and idle several times a day.
Unless AGVs simply move back and forth across predefined and independent paths, there is a need for a central management of the fleet of AGVs. All AGV vendors propose an AGV Control System, which is proprietary software allowing to:
- Program vehicle routes, using a map of the facilities and of possible paths previously entered in the system
- Fulfill transportation orders, by selecting an available AGV and ordering it to go from point A to point B using a given path
- Monitor vehicle statuses and locations
- Interact with other systems, such as ERP or Manufacturing Operation Management (MOM) Systems
Having a well-working AGV Control System also means addressing the IT challenges of a reliable wireless network and integrating with IT and OT Systems. Simulating the AGV fleet before its commissioning can also bring a lot of benefits.
Individual AGVs need to maintain constant communication with the AGV Control System through a wireless network, either to receive orders or send back field data.
The deployment of the wireless solution needs, therefore, to be carefully planned and tested. For instance, if antenna fields do not have sufficient overlap, this can result in the AGVs sometimes losing contact. The industrial environment may also cause interferences or other issues. For example, industrial metal surfaces such as those used in racks can cause a reflection of radio waves, preventing a well-functioning connection.
Integration with Other Systems
In order to fully automate transportation operations, the AGV System needs to communicate with other Systems, such as the ERP and MOM systems.
Transport orders need to be created and scheduled according to demand and capacity. The Warehouse Management System then needs to check the availability of the storage bins, communicate the location of the palette or goods to be transported and update the inventory after the transportation has been done. Integration with other components of the MOM system (Production, Quality) can allow a full traceability of the materials from receipt to final delivery.
AGV Fleet Simulation
Finally, a program that can simulate the operations of a future AGV fleet can prove useful to:
- Verify that the AGV fleet has been properly sized,
- Assess the efficiency of the routing and of the battery charging strategies,
- Experiment “what if“ scenarios with unexpected events, such as a human crossing the path of an AGV or several AGVs being down.
Cheaper and more accurate sensors, better vision recognition, quicker-charging batteries, intelligent collaboration within an AGV fleet… AGVs will benefit from all these advances in the future, making their usage even more compelling and their deployment easier. In the meantime, and as we have seen, companies need to evaluate the business case for AGVs, select an AGV type that can support all the required loads, make sure the environment is suitable for the AGV navigation system, implement a reliable WLAN infrastructure for AGVs and properly integrate other systems, such as MOM software, with the AGV Control System.
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