{"id":1423,"date":"2019-02-15T10:32:09","date_gmt":"2019-02-15T10:32:09","guid":{"rendered":"http:\/\/kusuaks7\/?p=1028"},"modified":"2023-07-28T04:52:17","modified_gmt":"2023-07-28T04:52:17","slug":"machine-learning-in-warehouse-management","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/ai-ml\/machine-learning-in-warehouse-management\/","title":{"rendered":"Machine Learning In Warehouse Management"},"content":{"rendered":"<p>Machine learning, a branch of artificial intelligence, has already been used across many industries to improve efficiency and productivity. The technology has been in development for some time, with the uptake being slowed down by some industry\u2019s reluctance to adopt it. However, it\u2019s now being used by many businesses, including logistics companies and retailers seeking help for warehouse management.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><b>Where Does Machine Learning Currently Stand?<\/b><\/p>\n<p>Currently, machine learning is used in a variety of sectors including healthcare, law, education and science. Because of its ability to learn and process information, it is proven to be especially useful for industries that need to comprehend large amounts of data. <a href=\"https:\/\/www.forbes.com\/sites\/bernardmarr\/2018\/05\/23\/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector\/#b47daf832c38\" rel=\"noopener\">In law<\/a>, the technology is able to filter through large amounts of important information in an impressively short amount of time. This is saving employees hours of work that can then be spent on other tasks, thus greatly improving productivity. In healthcare, it\u2019s being used to for faster diagnosis for patients, while also predicting future problems a patient may face. Thanks to the advanced technology, it\u2019s also able to scan moles that could potentially be cancerous. Even though it\u2019s still in its infancy, machine learning and artificial intelligence are already having a great impact across many industries.<\/p>\n<p>&nbsp;<\/p>\n<p><b>Supply Chain Management<\/b><\/p>\n<p>Machine learning makes it possible to discover patterns in the supply chain by using algorithms that can analyse the success of the chain, while also picking up on aspects that can be improved. These algorithms are able to identify flaws quickly and effectively, much more efficient than manual intervention by an assessor. <a href=\"https:\/\/www.experfy.com\/operations\">Machine learning in supply chain management<\/a> can especially <a href=\"https:\/\/www.experfy.com\/projects\/720-proof-of-concept-inventory-management-modeling\">impact inventory levels<\/a>, quality, supply and demand, production planning and transport management. This is important for supply chain management moving forward, particularly when applied to warehouse management.<\/p>\n<p>&nbsp;<\/p>\n<p><b>Machine Learning Applied To Warehouse Management<\/b><\/p>\n<p>Innovation is thriving thanks to machine learning, even more so in industries who are looking to use robots to take on tasks that would usually be assigned to a human. Take Alibaba, for example. They now have the world\u2019s largest <a href=\"https:\/\/www.cnbc.com\/2018\/10\/30\/alibaba-cainiao-chinas-biggest-robot-warehouse-for-singles-day.html\" rel=\"noopener\">automation warehouse<\/a> whereby the robots can pick goods ready to send out to customers. These robots now do 70% of the work in the warehouse. The robots are able to carry up to 500 kilograms above them as they make their way around. Every robot has special sensors so they avoid colliding with one another, and they feature Wi-Fi so they can be summoned at any time by workers.<\/p>\n<p>This kind of technology has the potential to improve the productivity and efficiency of every warehouse while reducing the risk of human error \u2013 like a parcel being sent to the wrong address. Machine learning algorithms and the apps running them, made by <a href=\"https:\/\/www.apadmi.com\/\" rel=\"noopener\">mobile app development<\/a> companies, are capable of forecasting demand. It\u2019s proving to be effective at taking into account factors that existing methods have no way of tracking over time. It means that a warehouse would also be better equipped to cope with particularly busy periods \u2013 like Christmas or Black Friday, for example.<\/p>\n<p>&nbsp;<\/p>\n<p><b>The Future Of Machine Learning<\/b><\/p>\n<p>Should it continue to develop and grow, it\u2019s likely that machine learning will be utilised more. Machine learning and artificial intelligence have the potential to deliver additional value to customers. By combining machine learning with advanced analytics, developing apps and IoT sensors, for the first time, it\u2019s conceivable that there could be a whole warehouse operated by robots only. It\u2019s become an essential element in future supply chain platforms and is likely to revolutionise the way warehouses operate once the technology is adopted on a wider scale.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning, a branch of artificial intelligence, has already been used across many industries to improve efficiency and productivity. The technology has been in development for some time, with the uptake being slowed down by some industry\u2019s reluctance to adopt it. However, it\u2019s now being used by many businesses, including logistics companies and retailers seeking<\/p>\n","protected":false},"author":24,"featured_media":14356,"comment_status":"open","ping_status":"open","sticky":false,"template":"single-post-2.php","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[183],"tags":[92],"ppma_author":[2955],"class_list":["post-1423","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml","tag-machine-learning"],"authors":[{"term_id":2955,"user_id":24,"is_guest":0,"slug":"paul-matthews","display_name":"Paul Matthews","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","user_url":"","last_name":"Matthews","first_name":"Paul","job_title":"","description":"Paul Matthews is a Manchester based business writer who writes in order to better inform business owners on how to run a successful business. You can usually find him at the local library or browsing Forbes&#039; latest pieces.\n\n&nbsp;"}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/1423","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=1423"}],"version-history":[{"count":4,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/1423\/revisions"}],"predecessor-version":[{"id":29672,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/1423\/revisions\/29672"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/14356"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=1423"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=1423"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=1423"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=1423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}