{"product_id":"optimizing-hydroponic-systems-using-digital-twins-integrating-iot-ai-and-smart-farming-techniques-9798294934941","title":"Optimizing Hydroponic Systems Using Digital Twins: Integrating IoT, AI, and Smart Farming Techniques","description":"\u003cp\u003e • Author(s): Aditya Pai H.\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Databases - Data Mining\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334128160919,"sku":"9798294934941","price":1027.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798294934941.webp?v=1768671394","url":"https:\/\/atlanticbooks.com\/products\/optimizing-hydroponic-systems-using-digital-twins-integrating-iot-ai-and-smart-farming-techniques-9798294934941","provider":"Atlantic Books","version":"1.0","type":"link"}