Hybrid Computational Intelligent Systems – Modeling, Simulation and Optimization unearths the latest advances in evolving hybrid intelligent modeling and simulation of human-centric data-intensive applications optimized for real-time use, thereby enabling researchers to come up with novel breakthroughs in this ever-growing field. Salient features include the fundamentals of modeling and simulation with recourse to knowledge-based simulation, interaction paradigms, and human factors, along with the enhancement of the existing state of art in a high-performance computing setup. In addition, this book presents optimization strategies to evolve robust and failsafe intelligent system modeling and simulation. The volume also highlights novel applications for different engineering problems including signal and data processing, speech, image, sensor data processing, innovative intelligent systems, and swarm intelligent manufacturing systems. Features: A self-contained approach to integrating the principles of hybrid computational ntelligence with system modeling and simulation Well-versed foundation of computational intelligence and its application to real life engineering problems Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject Effective modeling of hybrid intelligent systems forms the backbone of almost every operative system in real-life Proper simulation of real-time hybrid intelligent systems is a prerequisite for deriving any real-life system solution Optimized system modeling and simulation enable real-time and failsafe operations of the existing hybrid intelligent system solutions Information presented in an accessible way for researchers, engineers, developers, and practitioners from academia and industry working in all major areas and interdisciplinary areas of hybrid computational intelligence and communication systems to evolve human-centered modeling and simulations of real-time data-intensive intelligent systems.

Increasing population and industrialization are the key pollutant contributors in water bodies. The wastes generated by industries are highly hazardous for humans and the ecosystem and require a comprehensive and effective treatment before being discharged into water bodies. Over the years, many up gradations have been introduced in traditional water treatment methods which were expensive and ineffective especially for removal of toxic pollutants. Phycoremediation has been gaining attention due to its mutual benefit in wastewater treatment and for valuable algae biomass production. Wastewater, especially sewage and industrial effluents, is rich in pathogenic organisms, organic and inorganic compounds and heavy metals that adversely affect human and aquatic life. Microalgae use these inorganic compounds and heavy metals for their growth. In addition, they also reduce pathogenic organisms and release oxygen to be used by bacteria for decomposition of organic compounds in a secondary treatment. In this book, the potential of microalgae in wastewater treatment, their benefits, strategies, and challenges are discussed. The increasing need of finding innovative, low-cost, low-energy, sustainable and eco-friendly solutions for wastewater treatment makes the publication of a book on phycoremediation timely and appropriate. Features: (1) Deals with the most emerging aspects of algal research with special reference to phycoremediation. (2) Studies in depth diversity, mutations, genomics and metagenomics study (3) An eco-physiology, culturing, microalgae for food and feed, biofuel production, harvesting of microalgae, separation and purification of biochemicals.

1. Propose the latest discoveries in terms of machine intelligence techniques and methods for cybersecurity and privacy; 2. Propose many case studies and applications of machine intelligence in various cybersecurity fields (Smart City, IoT, Cyber Physical System, etc) 3. Combine theory and practice so that readers of the few books (beginners or experts) can find both a description of the concepts and context related to machine intelligence for cybersecurity.

This book theorizes the role of optimism in anthropological thinking, research, writing, and practice. It sets out to explore optimism's origins and implications, its conceptual and practical value, and its capacity to contribute to contemporary anthropological aims. In an era of extensive ecological disruption and social distress, this volume contemplates how an optimistic anthropology can energize the discipline while also contributing to bettering the lives, communities, and environments of those we study. It brings together scholars diverse in background, career stage, and theoretical approach in a collective attempt to comprehend the myriad intersections of anthropology and optimism. The challenges of the COVID-19 pandemic have recently underscored the larger, longer-term catastrophes of climate change, ecosystemic collapse, social injustice, and antipathy towards scientific knowledge and those who produce it. In this context, exceedingly few anthropologists feel comfortable observing and documenting passively while their research communities face unrelenting waves of (un)natural disasters. We need to act. But we also need to hope. Discontent with the state of the world and cultural anthropology's turn to increasingly positive, future-oriented, and engaged work have converged to unleash a courageously optimistic anthropology. This book is a timely springboard for this impactful and emergent approach.

Features Introduces the physics of accelerators, lasers, and plasma in tandem with the industrial methodology of inventiveness. Outlines a path from idea to practical implementation of scientific and technological innovation. Contains more than 380 illustrations and numerous end-of-chapter exercises.

Microbes and Microbial Biotechnology for Green Remediation provides a comprehensive account of sustainable microbial treatment technologies. The research presented highlights the significantly important microbial species involved in remediation, the mechanisms of remediation by various microbes, and suggestions for future improvement of bioremediation technology. The introduction of contaminants, due to rapid urbanization and anthropogenic activities, into the environment causes unsteadiness and distress to the physicochemical systems, including living organisms. Hence, there is an immediate global demand for the diminution of such contaminants and xenobiotics which can otherwise adversely affect the living organisms. Over time, microbial remediation processes have been accelerated to produce better, eco-friendlier, and more biodegradable products for complete dissemination of these xenobiotic compounds. The advancements in microbiology and biotechnology lead to the launch of microbial biotechnology as a separate area of research and contributed dramatically to the development of the areas such as agriculture, environment, biopharmaceutics, and fermented foods. Microbes stand as an imperative, efficient, green, and economical alternative to conventional treatment technologies. The proposed book provides cost-effective and sustainable alternatives. This book serves as a reference for graduate and postgraduate students in environmental biotechnology and microbiology as well as researchers and scientists working in the laboratories and industries involved in research related to microbiology, environmental biotechnology, and allied research.

The focus of this interdisciplinary volume is on four areas of nanoparticle research: characterization, manipulation, and potential effects on humanity and the environment. The book includes a comprehensive collection of data on industrial nanoparticle creation and the characterization of the nanoscale products of these processes. The authors describe the effects of these nanoscale structures on human health and discuss prospective implementations for detection and characterization of nanoparticles in the environment. They recommend, utilizing the most up-to-date understanding of nanotechnology, methods for limiting the negative effects of these products on the environment and human health through manipulation, sorting, and filtration.

Light scattering by densely packed inhomogeneous media is a particularly ch- lenging optics problem. In most cases, only approximate methods are used for the calculations. However, in the case where only a small number of macroscopic sc- tering particles are in contact (clusters or aggregates) it is possible to obtain exact results solving Maxwell's equations. Simulations are possible, however, only for a relativelysmallnumberofparticles,especiallyiftheirsizesarelargerthanthewa- length of incident light. The ?rst review chapter in PartI of this volume, prepared by Yasuhiko Okada, presents modern numerical techniques used for the simulation of optical characteristics of densely packed groups of spherical particles. In this case, Mie theory cannot provide accurate results because particles are located in the near ?eld of each other and strongly interact. As a matter of fact, Maxwell's equations must be solved not for each particle separately but for the ensemble as a whole in this case. The author describes techniques for the generation of shapes of aggregates. The orientation averaging is performed by a numerical integration with respect to Euler angles. The numerical aspects of various techniques such as the T-matrix method, discrete dipole approximation, the ?nite di?erence time domain method, e?ective medium theory, and generalized multi-particle Mie so- tion are presented. Recent advances in numerical techniques such as the grouping and adding method and also numerical orientation averaging using a Monte Carlo method are discussed in great depth.

This book tells the story of the polution-related activities of companies from the pulp and paper and electric utility industries. The authors trace the development of air and water pollution regulations, analyze pollution data obtained from the EPA offices filed by the companies, and examine the impact of companies' pollution performance on their economic performance. Specifically, the book conducts a comparative analysis of pollution performance of the companies over an eight-year period to evaluate whether the companies have been successful in reducing pollution emissions over this period and how far the pollution emission requirements of the environmental laws are being met, and whether the industries' fear that pollution abatement expenditures would negatively impact their economic performance has any validity.

After discussing the provisions and accomplishments of U.S. federal air and water pollution laws, the authors present a plant by plant analysis of air pollution performance for 1979 and 1987 for 109 plants from fifteen electric utility companies, and plant by plant water pollution analysis of fifteen pulp and paper companies. In addition, comparative analyses are presented for the electric utility companies by each air pollutant and by the total air pollution, and for pulp and paper companies for each water pollutant and for the total water pollution. On the basis of an overall pollution index, the authors rank the electric utilities and pulp and paper companies for air and water pollution respectively. The comparative analyses of different time periods demonstrate which companies improved their pollution-abatement performance. The impact of pollution performance on economic performance is addressed by the authors over the short as well as long term. On the basis of earlier research findings and economic theory, the authors hypothesize that there would be a negative economic impact in the short run, but in the long run, this negative impact would disappear. The real life data from companies support this general hypothesis. Finally, the authors relate their research findings to public policy issues and make recommendations for public policy on environmental pollution.

Most successful organizations recognize Maintenance Parts and Procurement as a critical success factor to Asset Management Excellence and their fundamental supply chain value proposition. This book works as a guide to all the stakeholders that influence the success of their Maintenance Parts Operation and their enterprise's bottom line. Maintenance Parts Management Excellence: A Holistic Anatomy defines the Maintenance Parts Managements role in Asset Management Excellence and expands on the importance of the Parts Inventory Planner role in an organization. It discusses how to create a unique Maintenance Parts Management Strategy for an organization and offers insights on the multiple strategies needed to create and maintain a Maintenance Parts inventory policy. The book also provides an organized overall approach to creating Maintenance Parts Management Excellence in an enterprise. Executives with an organization responsible for the construction, management, and disposal of all assets classes (plant, equipment, IT assets), consultants responsible for assignments associated with optimizing life cycle decisions for clients, maintenance, and reliability professionals within an organization, will benefit from this professional plus book. Upper-level undergraduate engineering students, as well as graduate students of management who focus on operations management and engineering graduate students addressing issues of maintenance and reliability engineering, may also be interested in this book.

With businesses becoming ever more competitive, marketing strategies need to be more precise and performance oriented. Companies are investing considerably in analytical infrastructure for marketing. This new volume, Marketing Analytics: A Machine Learning Approach, enlightens readers on the application of analytics in marketing and the process of analytics, providing a foundation on the concepts and algorithms of machine learning and statistics. The book simplifies analytics for businesses and explains its uses in different aspects of marketing in a way that even marketers with no prior analytics experience will find it easy to follow, giving them to tools to make better business decisions. This volume gives a comprehensive overview of marketing analytics, incorporating machine learning methods of data analysis that automates analytical model building. The volume covers the important aspects of marketing analytics, including segmentation and targeting analysis, statistics for marketing, marketing metrics, consumer buying behavior, neuromarketing techniques for consumer analytics, new product development, forecasting sales and price, web and social media analytics, and much more. This well-organized and straight-forward volume will be valuable for marketers, managers, decision makers, and research scholars, and faculty in business marketing and information technology and would also be suitable for classroom use.

This title, first published in 1987, provides an authoritative account of both the science and the politics of acid rain. Chris Park places the debates surrounding acid rain in context, and examines the full implications of scientific studies and the effects of acid rain on surface waters, soils and buildings. Evidence is drawn from around the world, including an examination of the damage in Scandinavia and Germany and the effects of acid rain in the U.K. and U.S.A. A comprehensive and relevant work, this is an important guide for students of geography, environment and sustainability and energy policy.

A group of experts developed the outline for the Atmospheric Transport Model Evaluation Study and specified the requirements of modellers for radiological and meterological data. The results of the study are presented in this book.

Case Studies of Material Corrosion Prevention for Oil and Gas Valves delivers a critical reference for engineers and corrosion researchers. Packed with nearly 30 real-world case studies, this reference gives engineers standardized knowledge on how to maintain, select and prevent typical corrosion problems in a variety of oil and gas settings. Subsea, offshore, refineries and processing plants are all included, covering a variety of challenges such as chloride stress cracking, how to use Teflon powder to prevent cross contamination, and carbon dioxide corrosion. Organized for quick discovery, this book gives engineers a much-needed tool to safely protect their assets and the environment. Engineers working in oil and gas operations understand that corrosion is a costly expense that increases emissions and damages the environment, but many standards do not provide practical examples with solutions, leaving engineers to learn through experience. This resource provides comprehensive information on topics of interest.

This book presents the scientific principles and real-world best practices of behavioral safety, one of the most mature and impactful applications of behavioral science to reduce injuries in industrial workplaces. The authors review the core principles of behavioral science and their application to modern safety processes. Process components are discussed in detail, including risk analysis and pinpointing, direct observation, performance feedback, reinforcing engagement, trending and functional analysis, behavior change interventions, and program evaluation. Discussions are complemented by industry best-practice case studies from world-class behavioral safety programs accredited by the Cambridge Center for Behavioral Studies (CCBS), which provide compelling evidence of the effectiveness of these behavioral science principles in reducing injury. The Science and Best Practices of Behavioral Safety is essential reading for safety professionals, process safety engineers, and leaders in companies who have implemented, or are considering implementing, behavioral safety; or as an aid to learning more about the scientific background behind effective and practical safety practices. Researchers, expert consultants, and students who are already familiar with the practice will also find the book a valuable source to further develop their expertise.

Designed to offer an accessible set of case studies and analyses of ethical dilemmas in data science. This book will be suitable for technical readers in data science who want to understand diverse ethical approaches to AI.

• Technical language made simple • Researched matter • Maximum illustrations • To the point matter • Authored by a qualified person who is teaching in this field for the last 25 years

Digitalizing Sustainability outlines why 'business as usual' isn't working and sets out five Transformational Forces which can be used to innovate and scale sustainability solutions using digital means. This transformation will be powered by a range of digital technologies that have the potential to ideate, propel and scale sustainability solutions in an exponential manner over the next decade. This book introduces the Five Forces of Digital Transformation. These forces all share a common root - they are powered by digital technologies that enable them to operate at the speed and scale that we need to achieve global transformation for people and planet. Working together, these forces help overcome many of the barriers and pitfalls that humanity has faced in trying to achieve sustainability 2.0.and will help you tackle these questions: Why has sustainability 1.0 failed us? What are the bugs and bad code in our operating systems that we must address to have any hope at creating a sustainable civilization? What are the Five Forces of Digital Transformation that will forge a sustainable and resilient future for our people and planet? What are the core priorities going forward for coalitions of the willing to harness these forces for sustainability and resilience? Disruptive and innovative, this book provides readers with a clear path forward to a sustainable digital future. It will be of great interest to anyone interested in the adoption of digital technologies for driving solutions to global sustainability challenges.

Accessible, friendly style, accentuating real-life experiences and ground-level practicalities for those already working within or hoping for a career in the business of air logistics. Packed with personal reports from global industry leaders for revealing insights into the industry and a rounded understanding. Addresses the reality of the impacts caused by the COVID-19 pandemic, and adds new content focusing on security and crime, the role of airports and road feeder services, and the range of typical air cargo products.

Lake Baikal is the oldest, largest and deepest lake in the world. Its unique animal life and the beauty of the surrounding landscapes are renowned.
The book discusses the sustainable development of the lake and its use as a model for the rest of the world. It consolidates existing data on the current state of the environment and economy of the region, develops a system of indicators of sustainable developments, makes recommendations on additional components to the existing monitoring system and considers a legal framework and instrument for its implementation.

The oceans provide a truly millennial challenge for both the development and management of planet earth by humankind. Awareness of the nature and scale of this challenge, the opportunities and the limitations, has been developing over the past three decades. In particular, new approaches to the development of the law of the sea, the division of the oceans among states, and new thinking on institutions will be needed in the transition to the new millennium. Understanding of the newness of the challenges has to be underpinned by understanding of the uses of the sea in terms of major sectors, and recognition of the importance of the many regional worlds of perception, understanding and action which link the diverse ocean environment to the diversity of human culture. This book covers all these themes in depth. It is aimed at both academics and students in higher education, and practitioners in the rapidly growing fields of ocean and coastal management in the public, private, and voluntary sectors.

As society has become increasingly concerned with the protection and preservation of the environment, many industries have been pushed to comply with new policies and social demands for more environmentally-friendly and sustainable practices and products. However, the textile dyeing industry remains a significant source of complex environmental issues with legislative requirements that often vary in detail and severity concerning the exposure and hazards of potentially harmful chemicals and other associated materials. It is vital that the industry sector involved in the application of dyes continues to be sensitive to potential adverse effects on the environment in its widest sense and respond accordingly. Impact of Textile Dyes on Public Health and the Environment is an essential reference source that focuses on the environmental impact and social responsibility of the dyeing industry. While highlighting topics such as toxicology, bleaching, and greenhouse gases, this publication is ideally designed for chemists, industrialists, non-governmental organization members, environmentalists, fashion designers, clothes manufacturers, scientists, academicians, researchers, students, and practitioners seeking current research on dyeing's potentially adverse effects on the environment and strategic, effective responses.

Solar Thermal Conversion Technologies for Industrial Process Heating presents a comprehensive look at the use of solar thermal energy in industrial applications, such as textiles, chemical processing, and food. The successful projects implemented in a variety of industries are shown in case studies, alongside performance assessment methodologies. The book will be useful for researchers, graduate students, and industry professionals with an aim to promote mutual understanding between sectors dealing with solar thermal energy. The book includes various solar thermal energy conversion technologies and new techniques and applications of solar collectors in industrial sectors. Features: Covers the key designs and novel technologies employed in the processing industries. Discusses challenges in the incorporation of the solar thermal system in industrial applications. Explores the techno-economic, environmental impact, and life cycle analysis, with government policies for promoting the system. Includes real-world case studies. Presents chapters written by global experts in the field. The book will be useful for researchers, graduate students, and industry professionals with an aim to promote mutual understanding between sectors dealing with solar thermal energy.

This book explores interdisciplinary perspectives on socioecological challenges and offers innovative solutions at both a European and global level. This book critically reflects on the latest scientific knowledge regarding the increasing instability of the Earth System caused by human activities during the Anthropocene and the Great Acceleration. It focuses on the global and European challenges regarding climate, resources, bio-integrity, and environment. The authors assess the obstacles to overcoming these challenges and examine the risks posed by path dependencies, lock-ins, and trade-offs between global and regional goals. They also drill down into the complexities of the European Green Deal, specifically the similarities and differences between the scientific analyses and recommendations from the European Environment Agency and the content of the Deal. Finally, the book looks at the Just Transition put forward by the European Green Deal. The authors discuss this in a context of global and European ecological and socioecological challenges and put the question of equality, recognition, and democratization at the center. Outlining new pathways to broaden the scope of scientific collaboration between the natural and technical sciences and the social sciences and the humanities, this volume will be of great interest to students and scholars of sustainable development, environmental policy and governance, and environmental justice.

Using a scientific approach to identify and take action against persistent organic pollutants (POPs), this book focuses on preventative measures to manage POPs at their source. Readers get a complete overview of existing POPs monitoring activities and programs. Moreover, readers discover the full range of remediation methods and the latest advances in the measurement of POPs. In addition, the authors discuss how POPs affect health.