Multi-agent-based Approach for Real-time Collision Avoidance and Path Re-planning Onconstruction Sites

نویسندگان

  • Cheng Zhang
  • Amin Hammad
  • Jamal Bentahar
چکیده

Collisions on construction sites are one of the major causes of fatal accidents. The complexity of equipment operations require detailed planning and better real-time control of the work. Research involving artificial intelligence in construction industry has been done to enhance communication between team workers and resolve distributed problems, for example, agent systems have been used for construction claims and dynamic rescheduling negotiation. However, little research has focused on real-time control of construction equipment operations using agents to improve safety on site. The present paper proposes a multi-agent-based approach to provide real-time support to the construction staffs. Collision avoidance is achieved by informing workers and equipment operators about potential collisions, and by providing replanning for equipment. A prototype system has been developed to and the functionalities of different agents are successfully tested.

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

Centralized Path Planning for Multi-aircraft in the Presence of Static and Moving Obstacles

This article proposes a new approach for centralized path planning of multiple aircraft in presence of the obstacle-laden environment under low flying rules. The problem considers as a unified nonlinear constraint optimization problem. The minimum time and control investigate as the cost functions and the maximum velocity and power consider as the constraints. The pseudospectral method applies ...

متن کامل

Towards auction-based multi-agent collision-avoidance under continuous stochastic dynamics

1. Overview We describe an approach to multi-agent planning under continuous stochastic dynamics. The approach yields collision-free state trajectories with adjustably high certainty, while aiming for low social cost. To this end we describe a collision-detection module based on a distribution-independent probabilistic bound. We employ an optimization-based approach to incrementally alter plans...

متن کامل

Ship Domain Model for Multi-ship Collision Avoidance Decision-making with COLREGs Based on Artificial Potential Field

A multi‐ship collision avoidance decision‐making and path planning formulation is studied in a distributed way. This paper proposes a complete set of solutions for multi‐ship collision avoidance in intelligent navigation, by using a top‐to‐bottom organization to structure the system. The system is designed with two layers: the collision avoidance decision‐making and ...

متن کامل

Multi-agent RRT*: Sampling-based Cooperative Pathfinding (Extended Abstract)

Cooperative pathfinding is a problem of finding a set of non-conflicting trajectories for a number of mobile agents. Its applications include planning for teams of mobile robots, such as autonomous aircrafts, cars, or underwater vehicles. The state-of-the-art algorithms for cooperative pathfinding typically rely on some heuristic forward-search pathfinding technique, where A* is often the algor...

متن کامل

Multi-agent Optimal Path Planning for Mobile Robots in Environment with Obstacles

The paper describes a problem of multi-agent path planning in environment with obstacles. Novel approach to multi-agent optimal path planning, using graph representation of environment models is described. When planning the path of each robot, the graph model of environment is dynamically changed for path correction and collision avoidance. New algorithm applies changes of robots’ paths and spe...

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:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011