Amit Verma - Böcker

This book presents the use of machine learning (ML) and artificial intelligence in advanced and new manufacturing processes, including core concepts and techniques of machine learning. It covers recent developments and research breakthroughs of tribological properties of polymer-, metal-, and ceramic-based additive manufactured components. It details the various technologies available to fortify the machine learning aspects in the advanced manufacturing processes, focusing on multidisciplinary domains of science and technology.Features:Establishes a relationship between ML and advanced manufacturing (AM) technology.Helps understand the challenges and opportunities of using ML in materials processing, selection, and manufacturing for different areas.Reviews the hybridization of techniques under ML for prediction and optimization for quality, productivity, and sustainability in manufacturing.Provides a comprehensive overview of the state-of-the-art, future directions, latest developments, and recent developments in ML for AM.Covers the basics of ML with implementation procedure and effectivenessdetails to provide a roadmap.This book is aimed at researchers and graduate students in mechanical, manufacturing, and industrial engineering.

A guide to the role microbes play in the enhanced production and productivity of agriculture to feed our growing populationPhytomicrobiome Interactions and Sustainable Agriculture offers an essential guide to the importance of ‘Phytomicrobiome’ and explores its various components. The authors – noted experts on the topic – explore the key benefits of plant development such as nutrient availability, amelioration of stress and defense to plant disease. Throughout the book, the authors introduce and classify the corresponding Phytomicrobiome components and then present a detailed discussion related to its effect on plant development: controlling factors of this biome, its behaviour under the prevailing climate change condition and beneficial effects.The book covers the newly emerging technical concept of Phytomicrobiome engineering, which is an advanced concept to sustain agricultural productivity in recent climatic scenario. The text is filled with comprehensive, cutting edge data, making it possible to access this ever-growing wealth of information. This important book: Offers a one-stop resource on phytomicrobiome conceptsProvides a better understanding of the topic and how it can be employed for understanding plant developmentContains a guide to sustaining agriculture using phytomicrobiome engineeringPresents information that can lead to enhanced production and productivity to feed our growing populationWritten for students, researchers and policy makers of plant biology, Phytomicrobiome Interactions and Sustainable Agriculture offers a clear understanding of the importance of microbes in overall plant growth and development.

This informative volume on the shifting requirements of the hospitality service industry aims to incorporate smart information technology into tourism services. A resource written specifically for tourism service industry professionals, it provides a focused approach to introducing Industry 4.0-related technologies. It explains how artificial intelligence can support a company’s strategy to revolutionize the business by using smart technology most effectively. The chapters explore artificial intelligence, Internet of Things, big data, blockchain, and automation and robotics in the hospitality industry.