{"product_id":"mixture-of-human-and-machine-intelligence-in-digital-manufacturing-9783725850631","title":"Mixture of Human and Machine Intelligence in Digital Manufacturing","description":"\u003cp\u003e • Author(s): Yang Lu | Ming Zhang | Ziwei Wang\u003cbr\u003e • Publisher: Mdpi AG\u003cbr\u003e • Publisher Imprint: Mdpi AG\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis Reprint examines the evolving role of human-machine interfaces (HMI) within the context of Industry 4.0 and digital manufacturing, where human and machine intelligence are increasingly integrated to enhance design, production, and decision-making. It highlights research on advanced interaction technologies that move beyond traditional tools toward dynamic, collaborative relationships between humans and autonomous systems. Topics include novel design patterns in perception, control, and arbitration; the application of human expertise in machine decision-making; and the use of sensory data for informed, adaptive manufacturing processes. By bringing together contributions from both academic and industrial perspectives, the Reprint provides a comprehensive view of the opportunities, challenges, and future directions for human-machine collaboration in digital manufacturing.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46330813317271,"sku":"9783725850631","price":6805.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783725850631.webp?v=1768721048","url":"https:\/\/atlanticbooks.com\/products\/mixture-of-human-and-machine-intelligence-in-digital-manufacturing-9783725850631","provider":"Atlantic Books","version":"1.0","type":"link"}