Development of an Autonomous Robot Replenishment System for Convenience Stores
With the appealing ability of combining both mobility and manipulability, mobile robot manipulators have been applied to factory automation, telemedicine, warehousing, etc. Due to the high density of convenience stores in Taiwan, Asia, and other countries, we make further use of mobile robot manipul...
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Veröffentlicht in: | Electronics (Basel) 2023-04, Vol.12 (8), p.1940 |
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creator | Su, Chien-Yu Wang, Hsueh-Cheng Ko, Chun-Hsu Young, Kuu-Young |
description | With the appealing ability of combining both mobility and manipulability, mobile robot manipulators have been applied to factory automation, telemedicine, warehousing, etc. Due to the high density of convenience stores in Taiwan, Asia, and other countries, we make further use of mobile robot manipulators to develop an autonomous replenishment system. The replenishment task for a convenience store poses challenges given its narrow aisles and the occasional presence of customers. It thus demands thorough consideration of the planning, navigation, and control of the robot, in addition to customer safety. Correspondingly, we propose strategies for task and path planning, in addition to control and sensor fusion. Specifically, a new collision-free path planning algorithm (the DWA-PS) that consider both customer safety and comfort is developed, along with replenishment and control strategies that utilize the flexibility of the mobile robot manipulator to raise working efficiency. For the performance evaluation, we apply the proposed system to conduct a series of replenishment experiments, including in a convenience store near our university. |
doi_str_mv | 10.3390/electronics12081940 |
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The replenishment task for a convenience store poses challenges given its narrow aisles and the occasional presence of customers. It thus demands thorough consideration of the planning, navigation, and control of the robot, in addition to customer safety. Correspondingly, we propose strategies for task and path planning, in addition to control and sensor fusion. Specifically, a new collision-free path planning algorithm (the DWA-PS) that consider both customer safety and comfort is developed, along with replenishment and control strategies that utilize the flexibility of the mobile robot manipulator to raise working efficiency. For the performance evaluation, we apply the proposed system to conduct a series of replenishment experiments, including in a convenience store near our university.</description><identifier>ISSN: 2079-9292</identifier><identifier>EISSN: 2079-9292</identifier><identifier>DOI: 10.3390/electronics12081940</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Algorithms ; Automation ; Collision avoidance ; Convenience stores ; Customers ; Deep learning ; Design and construction ; Distance learning ; Efficiency ; Inventory ; Management ; Manipulators ; Mechanization ; Methods ; Path planning ; Performance evaluation ; Planning ; Replenishment ; Robot arms ; Robot control ; Robots ; Safety ; Sensors ; Shopping ; Supermarkets ; Technology application ; Telerobotics</subject><ispartof>Electronics (Basel), 2023-04, Vol.12 (8), p.1940</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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The replenishment task for a convenience store poses challenges given its narrow aisles and the occasional presence of customers. It thus demands thorough consideration of the planning, navigation, and control of the robot, in addition to customer safety. Correspondingly, we propose strategies for task and path planning, in addition to control and sensor fusion. Specifically, a new collision-free path planning algorithm (the DWA-PS) that consider both customer safety and comfort is developed, along with replenishment and control strategies that utilize the flexibility of the mobile robot manipulator to raise working efficiency. 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subjects | Algorithms Automation Collision avoidance Convenience stores Customers Deep learning Design and construction Distance learning Efficiency Inventory Management Manipulators Mechanization Methods Path planning Performance evaluation Planning Replenishment Robot arms Robot control Robots Safety Sensors Shopping Supermarkets Technology application Telerobotics |
title | Development of an Autonomous Robot Replenishment System for Convenience Stores |
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