{"product_id":"improved-batching-and-micro-scaling-systems-for-more-precise-feed-control-1788480249513","title":"Improved batching and micro-scaling systems for more precise feed control","description":"\u003cp\u003eThe advancement of animal nutrition and feed safety assurance increasingly rely on refining feed production systems. Modern feed manufacturing is a precision-focused process enabled by automation, real-time sensing, and data-informed decision-making. This chapter presents an overview of advanced batch control techniques in animal feed production. It examines how programmable logic controllers (PLCs), human-machine interfaces (HMIs), and industrial control algorithms accurately coordinate ingredient dosing, mixing, and delivery. Alongside these controls, micro-scaling tools such as Near-Infrared Spectroscopy (NIRS) and Hyperspectral Imaging provide detailed insights into nutrient composition, enabling tailored rationing to meet specific dietary needs. Integration of Internet of Things (IoT) architecture with Artificial Intelligence (AI) and Machine Learning (ML) brings a new dimension to feed manufacturing—one that supports responsive formulation adjustments, condition-based Maintenance, and system-wide autonomy.\u003c\/p\u003e","brand":"Dr Oreofeoluwa Akintan","offers":[{"title":"Default Title","offer_id":56199666041124,"sku":"9781835458402","price":25.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0880\/7635\/3828\/files\/CoreSourceHub_a9f09771-50c1-4675-8d8b-68db5aeb0185.jpg?v=1788480267","url":"https:\/\/indiepubs.co.uk\/products\/improved-batching-and-micro-scaling-systems-for-more-precise-feed-control-1788480249513","provider":"IndiePubs UK","version":"1.0","type":"link"}