Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Dynamic Load Scheduling Using Clustering for Increasing Efficiency of Warehouse Order Fulfillment Done Through Pick and Place Bots Subject The topic of the resource Clustering; Dynamic order allocation; Fuzzy C-means clustering; Machine Learning; Master Bot; Order picking; Slave Bot; Swarm robotics Description An account of the resource The domain of warehouse automation has been picking up due to the vast developments in e-commerce owing to growing demand and the need to improve customer satisfaction. The one crucial component that needs to be integrated into large warehouses is automated pick and place of orders from the storage facility using automated vehicles integrated with a forklift (Pick and Place bots). Even with automation being employed, there is a lot of room for improvement with the current technology being used as the loading of the bots is inefficient and not dynamic. This paper discusses a method to dynamically allocate load between the Pick and Place BOTs in a warehouse during order fulfillment. This dynamic allocation is done using clustering,an unsupervised Machine Learning algorithm. This paper discusses using fuzzy C-means clustering to improve the efficiency of warehouse automation. The discussed algorithm improves the efficiency of order fulfillment significantly and is demonstrated in this paper using multiple simulations to see around 35% reduction in order fulfillment time and around 55% increase in efficiency. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Baby C.T.; Baby C.J. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-613 LNNS, pp. 315-328. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-9379-4_24" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-9379-4_24</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161111558&amp;doi=10.1007%2F978-981-19-9379-4_24&amp;partnerID=40&amp;md5=51b96dff55a99fcf2532421246140493" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161111558&amp;doi=10.1007%2f978-981-19-9379-4_24&amp;partnerID=40&amp;md5=51b96dff55a99fcf2532421246140493</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981199378-7 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Baby C.T., CHRIST (Deemed to be University), Bangalore, 560029, India; Baby C.J., Fupro Innovation Private Limited, Mohali, 160055, India