Optimizing Hydroponic Systems Using Digital Twins (Paperback)
Language: English
Published by Independently Published, 2025
- Softcover
- New

Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
AbeBooks seller since October 12, 2005
Condition: New
£ 12.77
Quantity: 1 available
Add to basketItem description from seller
Paperback. In 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 Digital Twin technology, Artificial Intelligence, and Internet of Things (IoT) 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.The book begins by introducing the foundations of hydroponics, outlining its significance in achieving food security in resource-constrained environments. It then builds toward the emerging role of digital twins-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.Advanced algorithms such as Random Forests, AdaBoost, and Reinforcement Learning are explored for their effectiveness in predictive crop modeling and nutrient balancing. The book also explains how Simulink models, real-time dashboards, and sensor-driven automation can work together to create a resilient, adaptive farming ecosystem. By aligning smart agriculture with cloud computing, data analytics, and simulation environments, the work demonstrates the powerful synergy of engineering and agronomy.This book is ideal for: Researchers, engineers, and technologists exploring smart agriculture or digital twin implementationsAcademicians and postgraduate students in agricultural engineering, computer science, or environmental studiesAgritech startups and practitioners looking to modernize their cultivation methods using data-driven strategiesPolicy makers and sustainability advocates exploring scalable, eco-friendly farming modelsWith 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. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9798294934941
- Title
- Optimizing Hydroponic Systems Using Digital Twins (Paperback)
- Author
- Aditya Pai H.
- Publisher
- Independently Published
- Publication year
- 2025
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798294934941
In 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 Digital Twin technology, Artificial Intelligence, and Internet of Things (IoT) 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.
The book begins by introducing the foundations of hydroponics, outlining its significance in achieving food security in resource-constrained environments. It then builds toward the emerging role of digital twins—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.
Advanced algorithms such as Random Forests, AdaBoost, and Reinforcement Learning are explored for their effectiveness in predictive crop modeling and nutrient balancing. The book also explains how Simulink models, real-time dashboards, and sensor-driven automation can work together to create a resilient, adaptive farming ecosystem. By aligning smart agriculture with cloud computing, data analytics, and simulation environments, the work demonstrates the powerful synergy of engineering and agronomy.
This book is ideal for:
- Researchers, engineers, and technologists exploring smart agriculture or digital twin implementations
- Academicians and postgraduate students in agricultural engineering, computer science, or environmental studies
- Agritech startups and practitioners looking to modernize their cultivation methods using data-driven strategies
- Policy makers and sustainability advocates exploring scalable, eco-friendly farming models
With 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.
"Synopsis" may belong to another edition of this title.
Grand Eagle Retail
Bensenville, IL, U.S.A.
AbeBooks seller since October 12, 2005
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