Essays about: "AGV routing"

Found 5 essays containing the words AGV routing.

  1. 1. Deep Reinforcement Learning and Simulation for the Optimization of Production Systems

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Siyuan Chen; [2022]
    Keywords : ;

    Abstract : The main objective of this master thesis project is to use the deep reinforcement learning (DRL) and simulation method for optimization of production systems. In this project, the Deep Q-learning Networks (DQN) algorithm is first used to optimize seven decision variables in Averill Law’s production system to find the best profit, with 99. READ MORE

  3. 2. Material Handling by Automated Guided Vehicle System Using Discrete-Event Simulation : A case study at Autoliv, Thailand

    University essay from Högskolan Väst/Institutionen för ingenjörsvetenskap

    Author : Samuel Abishek Joseph Peter; [2022]
    Keywords : Discrete Event Simulation; AGV routing; scheduling; AGV models; positioning and dispatching;

    Abstract : A case study for this project is performed at Autoliv in Thailand the company uses a lean production flow approach. This manufacturing plant operates on the level of Industry 3.0, which automates processes using information technology. The case study scenario in manufacturing plants that runs in industrial automation 3. READ MORE

  4. 3. Analysis of material flow and simulation-based optimization of transportation system : The combination of simulation and Lean to evaluate and design a transportation system

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Fredrik Vuoluterä; Oliver Carlén; [2018]
    Keywords : FACTS; simulation; AGV; transportation; system; lean; lean production; optimization; SMO; SBO; multi-objective; discrete; event; discrete-event; DES; simulation-based; material handling; kaizen; time study; simulering; optimering; transport; värdeflödesanalys;

    Abstract : The thesis has been performed in cooperation with a Swedish manufacturing company. The manufacturing site of the company is currently implementing a new machine layout in one of its workshops. The new layout will increase the product flow to another workshop on the site. READ MORE

  5. 4. Using a knowledge base to solve the Multi-Agent Pathfinding problem in a warehouse environment

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Cristian Osorio Bretti; Anton Stagge; [2018]
    Keywords : ;

    Abstract : E-commerce services is becoming more and more popular, and thus more pressure is being put on the warehouses which handles the orders. One prominent way to increase said warehouses efficiencies is to apply the Amazon Robotics approach of having hundreds of Automated Guided Vehicles (AGVs) deliver the storage shelfs to the workers, instead of having the workers walk around. READ MORE

  6. 5. Analysis and Scheduling of machinery in an Intermodal Terminal by using the OSPF Concept

    University essay from Blekinge Tekniska Högskola/Avdelningen för för interaktion och systemdesign

    Author : Osama Adnan Ghaffari Khan; [2008]
    Keywords : AGV; C-AGV; Automated Container Terminal; OSPF; Scheduling;

    Abstract : The design of an Internet Protocol (IP) network is a long-term investment where many aspects must be taken into consideration. Some of them are the cost of the design, network sustainability and aspects regarding traffic engineering. READ MORE