Artificial intelligence applications in water treatment and water resource management / [electronic resource]

상세정보

자료유형	단행본
서명/저자사항	Artificial intelligence applications in water treatment and water resource management / [electronic resource] / Victor Shikuku, editor.
개인저자	Shikuku, Victor, 1986- editor.
단체저자명	IGI Global,publisher.
발행사항	Hershey, PA: Engineering Science Reference (an imprint of IGI Global), [2023]
형태사항	1 online resource (xix, 270 pages).
총서사항	Advances in environmental engineering and green technologies (AEEGT) book series
ISBN	9781668467930 1668467933 9781668467947 1668467941
기타표준부호	10.4018/978-1-6684-6791-6doi
서지주기	Includes bibliographical references and index.
내용주기	Foreword -- Preface -- Chapter 1. Machine Learning Applications in Adsorption of Water Pollutants -- Chapter 2. Artificial Intelligence in Wastewater Management -- Chapter 3. Integrating Machine Learning and AI for Improved Hydrological Modeling and Water Resource Management -- Chapter 4. Artificial Intelligence in Water Treatments and Water Resource Assessments -- Chapter 5. The Use and Awareness of ICT to Facilitate the Adoption of Artificial Intelligence in Agriculture -- Chapter 6. Artificial Intelligence, Internet of Things, and Machine-Learning: To Smart Irrigation and Precision Agriculture -- Chapter 7. A Study on Machine Learning-Based Water Quality Assessment and Wastewater Treatment -- Chapter 8. Explaining the Importance of Water Quality Parameters for Prediction of the Quality of Water Using SHAP Value -- Chapter 9. Classification of Quality of Water Using Machine Learning -- Compilation of References -- Related References -- About the Contributors -- Index.
요약	"The emergence of a plethora of water contaminants as a result of industrialization has introduced complexity to water treatment processes. Such complexity may not be easily resolved using deterministic approaches. Artificial intelligence (AI) has found relevance and applications in almost all sectors and academic disciplines, including water treatment and management. AI provides dependable solutions in the areas of optimization, suspect screening or forensics, classification, regression, and forecasting, all of which are relevant for water research and management.Artificial Intelligence Applications in Water Treatment and Water Resource Management explores the different AI techniques and their applications in wastewater treatment and water management. The book also considers the benefits, challenges, and opportunities for future research. Covering key topics such as water wastage, irrigation, and energy consumption, this premier reference source is ideal for computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students."--
해제	Provided by publisher.
일반주제명	Water --Purification. Artificial intelligence --Industrial applications. Water --Purification --Technological innovations. Eau --Épuration. Intelligence artificielle --Applications industrielles. Eau --Épuration --Innovations.
분류기호(DDC)	628.162
언어	영어
바로가기