Digital Twin for Marine Fish Farming
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Beschreibung
This book synthesises the role of data, modelling, and Artificial Intelligence in aquaculture. It explains how these technologies can be used to construct a “digital twin” ‒ a virtual representation of a fish farm ‒ that provides operators with deeper insights into farm processes, helps identify efficiency pathways, and supports the study of performance issues.
The book outlines the fundamental components of a marine digital twin, including data collection, data processing, and data generation. It discusses the diverse datasets generated on farms and how these can be interrogated using Artificial Intelligence and numerical simulation to extract valuable insights. Several real-world case studies are presented to illustrate these approaches in practice.
This book synthesises the role of data, modelling, and Artificial Intelligence in aquaculture. It explains how these technologies can be used to construct a “digital twin” ‒ a virtual representation of a fish farm ‒ that provides operators with deeper insights into farm processes, helps identify efficiency pathways, and supports the study of performance issues.
The book outlines the fundamental components of a marine digital twin, including data collection, data processing, and data generation. It discusses the diverse datasets generated on farms and how these can be interrogated using Artificial Intelligence and numerical simulation to extract valuable insights. Several real-world case studies are presented to illustrate these approaches in practice.
First book that gives a complete synthesis of digital twin and precision techniques for aquaculture Gives a comprehensive overview of the role and contributions of data and Artificial Intelligence for the industry Explores the industry transformation that is required to embrace digital twin and evidence-driven decision making Explains and details the individual components of Digital Twin – sensor data and collection, AI and generative models
Autor*in
Fearghal O'Donncha
Themen in »Digital Twin for Marine Fish Farming«
Aquaculture Artificial Intelligence Decision Support Digital Twin IoT Precision Aquaculture