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Decision Making Using Ai In Energy And Sustainability
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Book Synopsis Decision Making Using AI in Energy and Sustainability by : Gülgün Kayakutlu
Download or read book Decision Making Using AI in Energy and Sustainability written by Gülgün Kayakutlu and published by Springer Nature. This book was released on 2023-10-16 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has a huge impact on science and technology, including energy, where access to resources has been a source of geopolitical conflicts. AI can predict the demand and supply of renewable energy, optimize efficiency in energy systems, and improve the management of natural energy resources, among other things. This book explores the use of AI tools for improving the management of energy systems and providing sustainability with smart cities, smart facilities, smart buildings, smart transportation, and smart houses. Featuring research from International Federation for Information Processing's (IFIP) “AI in Energy and Sustainability” working group, this book provides new models and algorithms for AI applications in energy and sustainability fields. Any short-term, mid-term and long-term forecasting, optimization models, trend foresights and prescriptions based on scenarios are studied in the energy world and the smart systems for sustainability. The contents of this book are valuable for energy researchers, academics, scholars, practitioners and policy makers.
Book Synopsis Artificial Intelligence in Sustainable Energy Industry: Status Quo, Challenges and Opportunities by : Dani Wade
Download or read book Artificial Intelligence in Sustainable Energy Industry: Status Quo, Challenges and Opportunities written by Dani Wade and published by . This book was released on 2021-03-10 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: 15 examples of artificial intelligence in marketing5 ways artificial intelligence can be used in marketinga qualitative research on marketing and sales in the artificial intelligence agea strategic framework for artificial intelligence in marketingadvantages of artificial intelligence in marketingapplication of artificial intelligence in digital marketingapplication of artificial intelligence in marketingapplication of artificial intelligence in marketing pdfapplications of artificial intelligence in b2b marketingartificial intelligence (ai) in strategic marketing decision-making a research agendaartificial intelligence - the marketing game changerartificial intelligence and machine learning in digital marketingartificial intelligence and machine learning in marketingartificial intelligence banking marketingartificial intelligence concept in marketingartificial intelligence en marketingartificial intelligence for marketingartificial intelligence for marketing bookartificial intelligence in content marketingartificial intelligence in digital marketingartificial intelligence in digital marketing courseartificial intelligence in digital marketing pptartificial intelligence in digital marketing research paperartificial intelligence in digital marketing udemyartificial intelligence in direct marketingartificial intelligence in email marketingartificial intelligence in fashion marketingartificial intelligence in hotel marketingartificial intelligence in marketingartificial intelligence in marketing a bibliographic perspectiveartificial intelligence in marketing analyticsartificial intelligence in marketing automationartificial intelligence in marketing bookartificial intelligence in marketing case studyartificial intelligence in marketing courseartificial intelligence in marketing coursesartificial intelligence in marketing managementartificial intelligence in marketing research paper pdfartificial intelligence in marketing zonesartificial intelligence in social media marketingartificial intelligence in sports marketingartificial intelligence in the domain of marketingartificial intelligence industry marketingartificial intelligence influencer marketingartificial intelligence marketing chinaartificial intelligence marketing companiesartificial intelligence marketing futureartificial intelligence marketing jobsartificial intelligence marketing solutionsartificial intelligence marketing's game changerartificial intelligence on marketingartificial intelligence redefining marketing management and the customer experienceartificial intelligence targeted marketingartificial intelligence transforming marketingbenefits of artificial intelligence in marketingcase study artificial intelligence in marketingdigital marketing in the artificial intelligence and machine learning agedisadvantages of artificial intelligence in marketingevolution of artificial intelligence in marketing comparison with traditional marketingexamples of artificial intelligence in marketingfuture of artificial intelligence in marketinghow ai can be used in marketinghow ai help in marketinghow ai helps in marketinghow artificial intelligence helps in decision makinghow artificial intelligence helps in marketinghow artificial intelligence works in marketinghow does business intelligence help in decision makinghow does business intelligence support decision makinghow is ai used in marketingwhat is artificial intelligence in marketingwhat is future of artificial intelligencewhat is the scope of artificial intelligence in futurewhich of the following statements about artificial intelligence (ai) in marketing is most accuratewhat is artificial intelligence used for in marketingwhat is artificial intelligence in digital marketingwhat are some examples of artificial intelligence
Book Synopsis Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies by : Krishna Kumar
Download or read book Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies written by Krishna Kumar and published by Academic Press. This book was released on 2022-03-18 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies analyzes the changes in this energy generation shift, including issues of grid stability with variability in renewable energy vs. traditional baseload energy generation. Providing solutions to current critical environmental, economic and social issues, this book comprises various complex nonlinear interactions among different parameters to drive the integration of renewable energy into the grid. It considers how artificial intelligence and machine learning techniques are being developed to produce more reliable energy generation to optimize system performance and provide sustainable development. As the use of artificial intelligence to revolutionize the energy market and harness the potential of renewable energy is essential, this reference provides practical guidance on the application of renewable energy with AI, along with machine learning techniques and capabilities in design, modeling and for forecasting performance predictions for the optimization of renewable energy systems. It is targeted at researchers, academicians and industry professionals working in the field of renewable energy, AI, machine learning, grid Stability and energy generation. Covers the best-performing methods and approaches for designing renewable energy systems with AI integration in a real-time environment Gives advanced techniques for monitoring current technologies and how to efficiently utilize the energy grid spectrum Addresses the advanced field of renewable generation, from research, impact and idea development of new applications
Book Synopsis Exploring Ethical Dimensions of Environmental Sustainability and Use of AI by : Kannan, Hemachandran
Download or read book Exploring Ethical Dimensions of Environmental Sustainability and Use of AI written by Kannan, Hemachandran and published by IGI Global. This book was released on 2023-12-07 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring Ethical Dimensions of Environmental Sustainability and Use of AI is a comprehensive and insightful book that delves into the ethical implications and challenges that emerge at the intersection of environmental sustainability and the utilization of artificial intelligence (AI). With a focus on key ethical dimensions such as transparency, equity, privacy, autonomy, unintended consequences, and trade-offs, this book aims to provide a thorough understanding of the responsible deployment and development of AI in the realm of environmental sustainability. By addressing the ethical aspects and challenges involved, this book contributes to the development of ethical guidelines and frameworks that align AI technologies with the vision of a sustainable and equitable future. Researchers will find immense value in this book as it offers a holistic exploration of the ethical implications, filling a critical gap in the existing literature. Policymakers can gain valuable insights to inform the creation of ethical guidelines and regulations governing AI use in sustainable initiatives. Practitioners, including professionals working in environmental organizations or technology companies, will acquire practical knowledge to guide their decision-making and implementation of AI-driven solutions.
Book Synopsis Social and Ethical Implications of AI in Finance for Sustainability by : Derbali, Abdelkader Mohamed Sghaier
Download or read book Social and Ethical Implications of AI in Finance for Sustainability written by Derbali, Abdelkader Mohamed Sghaier and published by IGI Global. This book was released on 2024-04-22 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: The crucial challenge of integrating sustainability into business and investment decisions is compounded by the complexity of analyzing vast and intricate datasets to make informed choices. Traditional approaches often fail to provide timely and accurate insights into environmental, social, and governance (ESG) factors, hindering progress toward a greener future. Additionally, the rapid evolution of AI and machine learning in finance has left many professionals needing help to grasp their full potential in advancing sustainability goals. With a comprehensive understanding and practical guidance, organizations can stay caught up in adopting sustainable practices and leveraging AI for financial and environmental benefits. Social and Ethical Implications of AI in Finance for Sustainability offers a timely and comprehensive solution to these challenges by thoroughly examining how AI can safely enhance sustainability in finance. The book bridges the gap between theory and practice, offering practical insights and real-world applications to empower academics, practitioners, policymakers, and students. Through a series of expertly curated chapters, readers will gain a deep understanding of the role AI plays in reshaping finance for a sustainable future. The book's instructional elements, including case studies and expert analysis, provide a roadmap for incorporating AI into sustainability strategies, enabling organizations to make informed decisions and drive positive change.
Book Synopsis AI for Climate Change and Environmental Sustainability by : Suneeta Satpathy
Download or read book AI for Climate Change and Environmental Sustainability written by Suneeta Satpathy and published by CRC Press. This book was released on 2024-08-14 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the adverse effects of climatic changes on our planet. It examines AI-based tools and technologies and how they can assist in identifying energy emission reductions, CO2 removal, and support the development of greener transportation networks, monitoring deforestation, and forecasting extreme weather events. AI for Climate Change and Environmental Sustainability identifies and discusses in detail the importance of environmental sustainability based on accomplishment of the UN's 17 Sustainable Developmental Goals (SDGs). It presents the various AI-based possibilities for accelerating international efforts to safeguard the environment and conserve natural resources. The authors offer a comprehensive analysis of the emerging field of climate change in relation to Internet of Things, artificial intelligence, machine learning, and deep learning. The book discusses AI developments, applications, and best practices that will help us transition to a low-carbon future on both a regional and global scale. It provides case studies with analytical results pertinent to climate change and weather prediction and includes chapters with a research-oriented approach, which can encourage new developments in the field of sustainable climate and green environment. The book can be used as a primary textbook for graduate and postgraduate students in technology and science, as well as a reference for researchers, academics, and IT professionals working on climate change and sustainability initiatives.
Book Synopsis Gemini Ai and Environmental Sustainability by : StoryBuddiesPlay
Download or read book Gemini Ai and Environmental Sustainability written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-08-14 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Gemini AI and Environmental Sustainability" explores the transformative potential of artificial intelligence in advancing sustainability efforts. From optimizing resource management and mitigating climate change to enhancing decision-making and integrating renewable energy, this comprehensive guide delves into how AI technologies like Gemini AI can drive meaningful environmental change. Addressing challenges such as energy consumption and stakeholder alignment, the book provides insights into balancing technological advancements with environmental responsibility. With case studies and real-world applications, it offers a roadmap for leveraging AI to achieve sustainable development goals and create a more sustainable future. Gemini AI, environmental sustainability, climate change solutions, resource management, renewable energy integration, sustainable decision-making, AI in supply chains, AI energy consumption, environmental monitoring, ESG reporting
Book Synopsis Artificial Intelligence for Sustainable Development by : Anandakumar Haldorai
Download or read book Artificial Intelligence for Sustainable Development written by Anandakumar Haldorai and published by Springer Nature. This book was released on with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Atlas of AI written by Kate Crawford and published by Yale University Press. This book was released on 2021-04-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind "automated" services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.
Download or read book AI for Utilities written by Debashish Roy and published by Apress. This book was released on 2024-05-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This transformative book explores the power of artificial intelligence (AI) in revolutionizing the utilities industry. It covers crucial topics such as intelligent grids, decentralized energy resources, customer engagement, electric vehicle integration, and more, providing a comprehensive and practical guide to successfully navigate the energy transition. In today's world, the urgency of addressing climate change and transitioning to sustainable energy systems is undeniable. With approximately 60 percent of global greenhouse gas emissions attributed to the energy sector, utilities play a vital role in achieving sustainability goals. The traditional utility business model faces disruption from renewable energy, changing consumer expectations, and regulatory shifts. Embracing AI emerges as a key solution to optimize operations, enhance grid reliability, and meet evolving customer demands. Through compelling case studies and industry-specific use cases, you will discover how AI drives innovation, improves operational efficiency, and contributes to a greener and more sustainable world. As the demand for cleaner and more sustainable energy practices grows, this book demonstrates how AI can support utilities in meeting these demands, making them more resilient, agile, and customer-centric. Whether you're a seasoned industry expert or a curious student, this book equips you with the knowledge and insights to embrace sustainability, navigate the complex energy landscape, leverage AI to shape a positive future, and join the movement towards a greener world, empowered by AI's potential in the utilities industry. What You Will Learn Understand the challenges and opportunities for utilities in the context of climate change, energy poverty, and the evolving business landscape Discover how rapid transformation is needed in the utilities sector to overcome challenges and leverage opportunities for a sustainable future Gain insight into the role of technology, particularly artificial intelligence (AI), as a critical tool for utilities in their transformation journey Be aware of how AI can be applied in building the future utility industry, including its potential impact on energy efficiency, intelligent energy ecosystems, community engagement, and new business models Gain knowledge of the adoption of AI and machine learning technologies in the utility industry, including the current state, barriers, significant influencing factors, and an AI adoption maturity model for utilities Recognize the sustainability imperative for utilities and how AI can help in achieving sustainable energy practices Become familiar with the transformation of power generation, microgrids, intelligent transmission and distribution systems, utilities retail, mobility through electric vehicles, and the integration of distributed energy resources (DER) using AI Gain insight into the potential of AI in addressing challenges and driving innovation in the energy ecosystem, such as optimizing power generation assets, enhancing grid intelligence, improving customer service, and enabling clean energy awareness in the metaverse Who This Book Is For Professionals and decision makers in the global utilities industry who want to leverage artificial intelligence (AI) technologies to transform their operations and address challenges and opportunities in the energy sector. This book may also appeal to researchers, academics, and students in the fields of energy engineering, environmental science, data analytics, and AI who want to gain a deeper understanding of AI in the utilities sector and its implications for sustainable energy systems.
Book Synopsis Explainable AI (XAI) for Sustainable Development by : Lakshmi D
Download or read book Explainable AI (XAI) for Sustainable Development written by Lakshmi D and published by CRC Press. This book was released on 2024-06-26 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative research works to automate, innovate, design, and deploy AI fo real-world applications. It discusses AI applications in major cutting-edge technologies and details about deployment solutions for different applications for sustainable development. The application of Blockchain techniques illustrates the ways of optimisation algorithms in this book. The challenges associated with AI deployment are also discussed in detail, and edge computing with machine learning solutions is explained. This book provides multi-domain applications of AI to the readers to help find innovative methods towards the business, sustainability, and customer outreach paradigms in the AI domain. • Focuses on virtual machine placement and migration techniques for cloud data centres • Presents the role of machine learning and meta-heuristic approaches for optimisation in cloud computing services • Includes application of placement techniques for quality of service, performance, and reliability improvement • Explores data centre resource management, load balancing and orchestration using machine learning techniques • Analyses dynamic and scalable resource scheduling with a focus on resource management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology.
Book Synopsis Artificial Intelligence Methods in the Environmental Sciences by : Sue Ellen Haupt
Download or read book Artificial Intelligence Methods in the Environmental Sciences written by Sue Ellen Haupt and published by Springer Science & Business Media. This book was released on 2008-11-28 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and processes? This book describes various potential approaches based on artificial intelligence (AI) techniques, including neural networks, decision trees, genetic algorithms and fuzzy logic. Part I contains a series of tutorials describing the methods and the important considerations in applying them. In Part II, many practical examples illustrate the power of these techniques on actual environmental problems. International experts bring to life ways to apply AI to problems in the environmental sciences. While one culture entwines ideas with a thread, another links them with a red line. Thus, a “red thread“ ties the book together, weaving a tapestry that pictures the ‘natural’ data-driven AI methods in the light of the more traditional modeling techniques, and demonstrating the power of these data-based methods.
Book Synopsis Sustainability by : Rao Y. Surampalli
Download or read book Sustainability written by Rao Y. Surampalli and published by John Wiley & Sons. This book was released on 2020-03-19 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive resource to sustainability and its application to the environmental, industrial, agricultural and food security sectors Sustainability fills a gap in the literature in order to provide an important guide to the fundamental knowledge and practical applications of sustainability in a wide variety of areas. The authors – noted experts who represent a number of sustainability fields – bring together in one comprehensive volume the broad range of topics including basic concepts, impact assessment, environmental and the socio-economic aspects of sustainability. In addition, the book covers applications of sustainability in environmental, industrial, agricultural and food security, as well as carbon cycle and infrastructural aspects. Sustainability addresses the challenges the global community is facing due to population growth, depletion of non-renewable resources of energy, environmental degradation, poverty, excessive generation of wastes and more. Throughout the book the authors discuss the economics, ecological, social, technological and systems perspectives of sustainability. This important resource: • Explores the fundamentals as well as the key concepts of sustainability; • Covers basic concepts, impact assessment, environmental and socio-economic aspects, applications of sustainability in environmental, industrial, agricultural and food security, carbon cycle and infrastructural aspects; • Argues the essentiality of sustainability in ensuring the propitious future of earth systems; and • Authored by experts from a range of various fields related to sustainability. Written for researchers and scientists, students and academics, Sustainability: Fundamentals and Applications is a comprehensive book that covers the basic knowledge of the topic combined with practical applications.
Book Synopsis Harnessing High-Performance Computing and AI for Environmental Sustainability by : Naim, Arshi
Download or read book Harnessing High-Performance Computing and AI for Environmental Sustainability written by Naim, Arshi and published by IGI Global. This book was released on 2024-05-15 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is addressing the insistent challenge of climate change, and the need for innovative solutions has become paramount. In this period of technical developments, artificial intelligence (AI) has emerged as a powerful instrument with enormous prospects to combat climate change and other environmental subjects. AI's ability to process vast amounts of data, identify patterns, and make intelligent predictions offers unprecedented opportunities to tackle this global crisis. High-Performance Computing (HPC) or super-computing environments address these large and complex challenges with individual nodes (computers) working together in a cluster (connected group) to perform massive amounts of computing in a short period. Creating and removing these clusters is often automated in the cloud to reduce costs. Computer networks, communication systems, and other IT infrastructures have a growing environmental footprint due to significant energy consumption and greenhouse gas emissions. To address this seemingly self-defeating conundrum, and create a truly sustainable environment, new energy models, algorithms, methodologies, platforms, tools, and systems are required to support next-generation computing and communication infrastructures. Harnessing High-Performance Computing and AI for Environmental Sustainability navigates through AI-driven solutions from sustainable agriculture and land management to energy optimization and smart grids. It unveils how AI algorithms can analyze colossal datasets, offering unprecedented insights into climate modeling, weather prediction, and long-term climate trends. Integrating AI-powered optimization algorithms revolutionizes energy systems, propelling the transition towards a low-carbon future by reducing greenhouse gas emissions and enhancing efficiency. This book is ideal for educators, environmentalists, industry professionals, and researchers alike, and it explores the ethical dimensions and policies surrounding AI's contribution to environmental development.
Download or read book AI in the Wild written by Peter Dauvergne and published by MIT Press. This book was released on 2020-09-15 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examining the potential benefits and risks of using artificial intelligence to advance global sustainability. Drones with night vision are tracking elephant and rhino poachers in African wildlife parks and sanctuaries; smart submersibles are saving coral from carnivorous starfish on Australia's Great Barrier Reef; recycled cell phones alert Brazilian forest rangers to the sound of illegal logging. The tools of artificial intelligence are being increasingly deployed in the battle for global sustainability. And yet, warns Peter Dauvergne, we should be cautious in declaring AI the planet's savior. In AI in the Wild, Dauvergne avoids the AI industry-powered hype and offers a critical view, exploring both the potential benefits and risks of using artificial intelligence to advance global sustainability.
Book Synopsis Routledge Handbook of Public Policy by : Eduardo Araral
Download or read book Routledge Handbook of Public Policy written by Eduardo Araral and published by Routledge. This book was released on 2013 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook provides a comprehensive global survey of the policy process. Written by an outstanding line up of distinguished scholars and practitioners, the Handbook covers all aspects of the policy process including: Theory - from rational choice to the new institutionalism; Frameworks - network theory, advocacy coalition and development models; Key stages in the process - formulation, implementation and evaluation; Agenda setting and decision making; The roles of key actors and institutions. This is an invaluable resource for all scholars, graduate students and practitioners in public policy and policy analysis.-- Publisher description.
Book Synopsis AI for Decision Making by : Minghai Zheng
Download or read book AI for Decision Making written by Minghai Zheng and published by Independently Published. This book was released on 2023-05-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Want to make better decisions? Check out "AI for Decision Making" for techniques on leveraging machine learning to optimize your choices! #decisionmaking #machinelearning #AI 2. Ready to take your decision-making skills to the next level? "AI for Decision Making" can help! Learn how to use AI to make more informed and effective choices. #productivity #bookrecommendation #AI 3. Are you tired of second-guessing your decisions? "AI for Decision Making" offers practical tips and techniques for using AI to improve the quality of your choices. #businessstrategy #innovation #AI 4. Want to stay ahead of the competition? "AI for Decision Making" can help you do just that! Discover how artificial intelligence can enhance your decision-making process. #digitaltransformation #futureofbusiness #AI 5. Looking for ways to streamline your decision-making process? Check out "AI for Decision Making" for tips on using AI to enhance efficiency and reduce errors. #automation #productivityhacks #AI In today's fast-paced and complex business environment, decision making is a critical skill for success. However, with so much data available, it can be overwhelming to try to manually analyze and make sense of it all. That's where AI comes in. Artificial intelligence has the power to transform the way we approach decision making. By leveraging machine learning algorithms and predictive analytics, AI can help businesses make more informed and effective choices than ever before. "AI for Decision Making: Leveraging Machine Learning to Make Better Choices" is a comprehensive guide to using AI for decision making. This book provides insights into the benefits of using AI in decision making, practical tips and techniques for implementation, and real-world examples of companies that have successfully leveraged AI for improved outcomes. Whether you are a small business owner or part of a large corporation, this book will provide you with the tools and strategies needed to implement AI in your decision making efforts. In the following chapters, we will explore the various ways in which AI can be used for decision making, including predictive analytics, data-driven decision making, smart decision making, and risk management. We will also discuss the potential challenges and ethical considerations involved in using AI for decision making, and provide guidelines for responsible implementation. By the end of this book, you will have a solid understanding of how AI can be used to revolutionize decision making, and the tools and techniques needed to succeed in this new era of data-driven business practices. MingHai Zheng is a writer based in Wuhan, China, who focuses on writing articles about workplace and management topics. He has written hundreds of articles on these topics and is dedicated to sharing his insights and experiences with others who are interested in improving their careers and their businesses.
