Coordinating Hundreds of Cooperative, Autonomous Vehicles in Warehouses

نویسندگان

  • Peter R. Wurman
  • Raffaello D'Andrea
  • Mick Mountz
چکیده

are turned upside down by innovations. The years of research on robotics and multiagent systems are coming together to provide just such a disruption to the material-handling industry. While autonomous guided vehicles (AGVs) have been used to move material within warehouses since the 1950s, they have been used primarily to transport very large, very heavy objects like rolls of uncut paper or engine blocks. The confluence of inexpensive wireless communications, computational power, and robotic components are making autonomous vehicles cheaper, smaller, and more capable. In recent years, we have seen an increase in the use of autonomous vehicles in the field. Examples include teleoperated military devices like iRobot’s Packbot and the pilotless Predator aircraft, both of which have seen service in Iraq and Afghanistan. The Mars rovers, Spirit and Opportunity, exemplify the use of autonomous robots in scientific exploration. Closer to home, the Aerosonde autonomous aircraft has been used to plumb weather systems and recently flew in tropical storms that are unsafe for piloted aircraft. Commercially, autonomous vehicles are just hitting the market. ActivMedia‘s PatrolBot is a mobile monitoring system for buildings, and Aethon’s Tug maneuvers supply carts around hospitals. Robots have even penetrated the home in an attempt to relieve homeowners of their most tiresome chores. iRobot sells the Roomba autonomous vacuum and the Scooba floor washer, and Friendly Robotics, among others, markets robotic lawn mowers. Many more research projects are under way to build robots for search and rescue, mine exploration, land Articles

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Coordinating the motion of multiple AGVs in automatic warehouses

In this paper an algorithm for planning a coordinated motion of a fleet of Autonomous Guided Vehicles (AGVs) delivering goods in an automatic warehouse is proposed. The AGVs travel along a common segmented layout and a path is assigned to each robot by a mission planner. Coordination diagrams are used for representing possible collisions among the robots and a novel algorithm for efficiently de...

متن کامل

Decentralized Cooperative Control of Autonomous Surface Vehicles

Many pressing issues associated with control of cooperative intelligent systems involve challenges that arise from the difficulty of coordinating multiple task objectives in highly dynamic, unstructured environments. This chapter presents a multi-objective cooperative control methodology for a team of autonomous surface vehicles deployed with the purpose of protecting a waterway against hostile...

متن کامل

Optimization and Coordinated Autonomy in Mobile Fulfillment Systems

The task of coordinating hundreds of mobile robots in one of Kiva System’s warehouses presents many challenging multiagent resource allocation problems. The resources include things like inventory, open orders, small shelving units, and the robots themselves. The types of resources can be classified by whether they are consumable, recycled, or scheduled. Further, the global optimization problem...

متن کامل

Integrating Small Satellite Communication in an Autonomous Vehicle Network: A Case on Oceanography

Small satellites and autonomous vehicles have greatly evolved in the last few decades. Hundreds of small satellites have been launched with increasing functionalities, in the last few years. Likewise, numerous autonomous vehicles have been built, with decreasing costs and form-factor payloads. Here we focus on combining these two multifaceted assets in an incremental way. The first goal is to c...

متن کامل

Scheduling of Multiple Autonomous Guided Vehicles for an Assembly Line Using Minimum Cost Network Flow

This paper proposed a parallel automated assembly line system to produce multiple products having multiple autonomous guided vehicles (AGVs). Several assembly lines are configured to produce multiple products in which the technologies of machines are shared among the assembly lines when required. The transportation between the stations in an assembly line (intra assembly line) and among station...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • AI Magazine

دوره 29  شماره 

صفحات  -

تاریخ انتشار 2007