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The book focuses on the recent developments in the areas of error
reduction, resource optimization, and revenue growth in sustainable
manufacturing using machine learning. It presents the integration
of smart technologies such as machine learning in the field of
Industry 4.0 for better quality products and efficient
manufacturing methods. Focusses on machine learning applications in
Industry 4.0 ecosystem, such as resource optimization, data
analysis, and predictions. Highlights the importance of the
explainable machine learning model in the manufacturing processes.
Presents the integration of machine learning and big data analytics
from an industry 4.0 perspective. Discusses advanced computational
techniques for sustainable manufacturing. Examines environmental
impacts of operations and supply chain from an industry 4.0
perspective. This book provides scientific and technological
insight into sustainable manufacturing by covering a wide range of
machine learning applications fault detection, cyber-attack
prediction, and inventory management. It further discusses resource
optimization using machine learning in industry 4.0, and
explainable machine learning models for industry 4.0. It will serve
as an ideal reference text for senior undergraduate, graduate
students, and academic researchers in the fields including
mechanical engineering, manufacturing engineering, production
engineering, aerospace engineering, and computer engineering.
This book provides the detail information about nanoparticles,
their types, characterization techniques such as TEM, FESEM, AFM,
XRD etc. nanogenotoxicity, metal and metal oxide nanoparticle's
toxicity, physical and chemical characterization of nanomaterials,
entry routes, cell-nano interaction studies, possible impacts to
the human kind, and on the methods of evaluating the toxicity. It
puts together comprehensive and up-to-date information about
sustainable approaches in making an eco-friendly environment using
advanced nanotechnologies. It educated readers about the new
frontiers and scope of employing various state-of-art
nano-technologies to clean-up and save our environment. This book
will be of interest to teachers, researchers, environmental
biotechnologists, capacity builders and policymakers. Also the book
serves as additional reading material for undergraduate and
graduate students of agriculture, environmental sciences,
environmental engineering and biotechnology.
Modern environmental technologies are indeed designed to enhance
cost efficiencies and productivity. The current proposal aims to
provide a comprehensive view of modern environmental approaches for
wastewater treatment, heavy metal removal, pesticide degradation,
dye removal, polycyclic aromatic hydrocarbons, solid waste
management, biosensor technology and the role of nanobiotechnology
in the effective removal of pollutants from the environment.
Biomass conservation technologies, biopesticides and microbial
transformation of environmental contaminants are some other
interesting titles covered in this proposed book. We anticipate
that this book will be able to provide a comprehensive, accessible,
up-to-date information about recent advancements in environmental
biotechniques and the roles of the microbial community in
bioremediation, providing instant access to environmentalists,
biotechnologists, environmental engineers, and students from
diverse streams of biotechnology and environmental engineering.
This book provides the detail information about nanoparticles,
their types, characterization techniques such as TEM, FESEM, AFM,
XRD etc. nanogenotoxicity, metal and metal oxide nanoparticle's
toxicity, physical and chemical characterization of nanomaterials,
entry routes, cell-nano interaction studies, possible impacts to
the human kind, and on the methods of evaluating the toxicity. It
puts together comprehensive and up-to-date information about
sustainable approaches in making an eco-friendly environment using
advanced nanotechnologies. It educated readers about the new
frontiers and scope of employing various state-of-art
nano-technologies to clean-up and save our environment. This book
will be of interest to teachers, researchers, environmental
biotechnologists, capacity builders and policymakers. Also the book
serves as additional reading material for undergraduate and
graduate students of agriculture, environmental sciences,
environmental engineering and biotechnology.
This book takes a deep dive into ubiquitous computing for
applications in health, business, education, tourism, and
transportation. The rich interdisciplinary contents of the book
appeal to readers from diverse disciplines who aspire to create new
and innovative research initiatives and applications in ubiquitous
computing. Topics include condition monitoring and diagnostics;
multi-objective optimization in design, multi-objective
optimization of machining parameters, and more. The book benefits
researchers, advanced students, as well as practitioners interested
in applications of ubiquitous computing. Features practical, tested
applications in ubiquitous computing Includes applications such as
health, business, education, electronics, tourism, and
transportation Applicable to researchers, academics, students, and
professionals
The study aims to analyze existing water pollution problem in
chemical industries and to suggest possible measures to abate the
pollution problem.In India there are sufficient evidences available
related to mismanagement of industrial wastes.Although all
industries function under the strict guidelines of Central
Pollution Control Board but still the environmental situation is
far from being stable.The method used to tackle the problem of the
industrial water pollution is end of pipe treatment solutions like
Central Effluent Treatment Plants, but it has become outdated and
has shown clear sign of failure.So the new way of abatement for
industrial pollution is Prevention, whereby stress is been given to
reduce pollution at the very source of its production.By
understanding the correlation between Cost of Abatement and Level
of Waste Water Discharged in terms of Marginal Expected Penalty and
Marginal Abatement Cost, an Optimum level of Pollution has been
chalked out to control pollution levels. It will require
initiatives on behalf of the Pollution Control Board and the
individual industries to adopt new/upgraded technologies to abate
industrial water pollution.
This book takes a deep dive into ubiquitous computing for
applications in health, business, education, tourism, and
transportation. The rich interdisciplinary contents of the book
appeal to readers from diverse disciplines who aspire to create new
and innovative research initiatives and applications in ubiquitous
computing. Topics include condition monitoring and diagnostics;
multi-objective optimization in design, multi-objective
optimization of machining parameters, and more. The book benefits
researchers, advanced students, as well as practitioners interested
in applications of ubiquitous computing. Features practical, tested
applications in ubiquitous computing Includes applications such as
health, business, education, electronics, tourism, and
transportation Applicable to researchers, academics, students, and
professionals
This book comprehensively addresses computational intelligence,
including the theories, methodologies and techniques underlying
this evolving field, as well as its potential uses in various
domains across the entire spectrum of the sciences (the natural
sciences, health sciences, engineering, social sciences, and
humanities) and in various types of business. Computational
intelligence is rapidly spreading into all kinds of products and
services. This calls for the adaptation of existing theories,
methodologies and techniques - and the development of wholly new
ones - to ensure the successful implementation of new intelligent
products and services in various domains related to public
organizations, businesses and everyday life. This book gathers
contributions from various experts working on different aspects and
implementations of computational intelligence, which address new
developments in theory, analytical and numerical simulation and
modeling, experimentation, deployment and case studies, results of
laboratory or field operational tests, and ongoing advances in
computational intelligence. It is intended for a broad audience,
including researchers, engineers, policymakers, industry experts,
and students, offering these readers essential information on and
new inspirations regarding the potential of computational
intelligence.
This book comprehensively addresses computational intelligence,
including the theories, methodologies and techniques underlying
this evolving field, as well as its potential uses in various
domains across the entire spectrum of the sciences (the natural
sciences, health sciences, engineering, social sciences, and
humanities) and in various types of business. Computational
intelligence is rapidly spreading into all kinds of products and
services. This calls for the adaptation of existing theories,
methodologies and techniques - and the development of wholly new
ones - to ensure the successful implementation of new intelligent
products and services in various domains related to public
organizations, businesses and everyday life. This book gathers
contributions from various experts working on different aspects and
implementations of computational intelligence, which address new
developments in theory, analytical and numerical simulation and
modeling, experimentation, deployment and case studies, results of
laboratory or field operational tests, and ongoing advances in
computational intelligence. It is intended for a broad audience,
including researchers, engineers, policymakers, industry experts,
and students, offering these readers essential information on and
new inspirations regarding the potential of computational
intelligence.
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