{"product_id":"optimizing-hydroponic-systems-using-digital-aditya-pai-h-9798294934941","title":"Optimizing Hydroponic Systems Using Digital Twins: Integrating IoT, AI, and Smart Farming Techniques","description":"\u003cp\u003eIn an era where sustainable agriculture is no longer a choice but a necessity, this book offers an innovative blueprint for revolutionizing hydroponic cultivation through the integration of \u003cb\u003eDigital Twin technology\u003c\/b\u003e, \u003cb\u003eArtificial Intelligence\u003c\/b\u003e, and \u003cb\u003eInternet of Things (IoT)\u003c\/b\u003e systems. Written with a clear focus on practical application and academic rigor, this comprehensive guide explores how real-time sensor data, predictive modeling, and intelligent decision-making can elevate soilless farming to new heights.\u003c\/p\u003e\u003cp\u003eThe book begins by introducing the foundations of \u003cb\u003ehydroponics\u003c\/b\u003e, outlining its significance in achieving food security in resource-constrained environments. It then builds toward the emerging role of \u003cb\u003edigital twins\u003c\/b\u003e-virtual replicas of physical systems-in modeling and simulating complex agricultural environments. Through case studies, simulations, and machine learning-based optimization models, readers gain insights into how environmental parameters such as pH, electrical conductivity (EC), temperature, and humidity can be dynamically controlled for maximum crop yield.\u003c\/p\u003e\u003cp\u003eAdvanced algorithms such as \u003cb\u003eRandom Forests\u003c\/b\u003e, \u003cb\u003eAdaBoost\u003c\/b\u003e, and \u003cb\u003eReinforcement Learning\u003c\/b\u003e are explored for their effectiveness in predictive crop modeling and nutrient balancing. The book also explains how \u003cb\u003eSimulink models\u003c\/b\u003e, real-time dashboards, and sensor-driven automation can work together to create a resilient, adaptive farming ecosystem. By aligning smart agriculture with \u003cb\u003ecloud computing\u003c\/b\u003e, \u003cb\u003edata analytics\u003c\/b\u003e, and \u003cb\u003esimulation environments\u003c\/b\u003e, the work demonstrates the powerful synergy of engineering and agronomy.\u003c\/p\u003e\u003cp\u003eThis book is ideal for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eResearchers, engineers, and technologists exploring smart agriculture or digital twin implementations\u003c\/li\u003e\n\u003cli\u003eAcademicians and postgraduate students in agricultural engineering, computer science, or environmental studies\u003c\/li\u003e\n\u003cli\u003eAgritech startups and practitioners looking to modernize their cultivation methods using data-driven strategies\u003c\/li\u003e\n\u003cli\u003ePolicy makers and sustainability advocates exploring scalable, eco-friendly farming models\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWith a future-forward perspective, this book bridges the gap between theory and real-world implementation-proving that the farms of tomorrow are being built today.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Aditya Pai H.\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798294934941\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/31\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 128\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.40lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.27d","brand":"Aditya Pai H.","offers":[{"title":"Paperback","offer_id":48437517615359,"sku":"9798294934941","price":11.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_6b8e8c8f-23bc-4ccd-a636-81434b00e506.jpg?v=1777162354","url":"https:\/\/www.whiterainbookhouse.com\/products\/optimizing-hydroponic-systems-using-digital-aditya-pai-h-9798294934941","provider":"WR Book House","version":"1.0","type":"link"}