Multi-Robot Task Scheduling for Consensus-Based Fault-Resilient Intelligent Behavior in Smart Factories

نویسندگان

چکیده

In smart factories, several mobile and autonomous robots are being utilized in warehouses to reduce overhead operating costs. this context, paper presents a consensus-based fault-resilient intelligent mechanism called Consensual Fault-Resilient Behavior (CFRB). The proposed approach is based on three hierarchical plans: imposition, negotiation, consensus. Fault resilience achieved using the collective behavior of multi-robot system that applies ternary decisions these plans. difference between our previous work consensual level. As it suitable for analysis design coordinated robots, consensus plan restructured enhanced. tested evaluated virtual warehouse real environment. addition, compared with other current approaches, results presented, demonstrating its efficiency.

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Task-oriented multi-robot learning in behavior-based systems

A large application domain for multi-robot teams involves task-oriented missions, in which potentially heterogeneous robots must solve several distinct tasks. Previous research addressing this problem in multi-robot systems has largely focused on issues of ee-ciency, while ignoring the real-world situated robot needs of fault tolerance and adaptivity. This paper addresses this problem by develo...

متن کامل

Iterated Multi-Robot Auctions for Precedence-Constrained Task Scheduling

We consider the multi-robot task scheduling problem with precedence constraints, and introduce a general algorithm to approximate a solution to this problem. Our algorithm utilizes an iterated auction scheme, in which a batch of tasks that are pairwise unconstrained is selected in each iteration and scheduled using a modified sequential single-item auction. This algorithm also gains flexibility...

متن کامل

Resilient Middleware for a Multi-Robot Team

This paper addresses a resilient cooperative engine for robot teams within the context of the surveillance of physical areas. Due to the unreliability in the wireless communication between robots, a middleware must offer some resilience to the control application and guarantee that the robots never collide. We present an architecture for the robots to share a common view and to handle new event...

متن کامل

Fault-tolerance Aware Multi Objective Scheduling Algorithm for Task Scheduling in Computational Grid

Computational Grid (CG) creates a large heterogeneous and distributed paradigm to manage and execute the applications which are computationally intensive. In grid scheduling tasks are assigned to the proper processors in the grid system to for its execution by considering the execution policy and the optimization objectives. In this paper, makespan and the faulttolerance of the computational no...

متن کامل

Cloud Task Scheduling for Load Balancing based on Intelligent Strategy

Cloud computing is a type of parallel and distributed system consisting of a collection of interconnected and virtual computers. With the increasing demand and benefits of cloud computing infrastructure, different computing can be performed on cloud environment. One of the fundamental issues in this environment is related to task scheduling. Cloud task scheduling is an NP-hard optimization prob...

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

ژورنال

عنوان ژورنال: Machines

سال: 2023

ISSN: ['2075-1702']

DOI: https://doi.org/10.3390/machines11040431