Core Concepts And Methods In Load Forecasting
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Core Concepts And Methods In Load Forecasting
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Author : Stephen Haben
language : en
Publisher: Springer Nature
Release Date : 2023-06-01
Core Concepts And Methods In Load Forecasting written by Stephen Haben and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-01 with Technology & Engineering categories.
This comprehensive open access book enables readers to discover the essential techniques for load forecasting in electricity networks, particularly for active distribution networks. From statistical methods to deep learning and probabilistic approaches, the book covers a wide range of techniques and includes real-world applications and a worked examples using actual electricity data (including an example implemented through shared code). Advanced topics for further research are also included, as well as a detailed appendix on where to find data and additional reading. As the smart grid and low carbon economy continue to evolve, the proper development of forecasting methods is vital. This book is a must-read for students, industry professionals, and anyone interested in forecasting for smart control applications, demand-side response, energy markets, and renewable utilization.
Proceedings Of The Workshop On Computation Theory And Practice Wctp 2024
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Author : Jaime Caro
language : en
Publisher: Springer Nature
Release Date : 2025-04-30
Proceedings Of The Workshop On Computation Theory And Practice Wctp 2024 written by Jaime Caro and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Computers categories.
This is an open access book. Computation should be a good blend of theory and practice. Researchers in the field should create algorithms to address real world problems putting equal weight to analysis and implementation. Experimentation and simulation can be viewed as yielding to refined theories or improved applications. WCTP 2024 is the 13th workshop organized by the Tokyo Institute of Technology, Chitose Institute of Science and Technology, Kyoto Tachibana University, University of the Philippines-Diliman and De La Salle University-Manila that is devoted to theoretical and practical approaches to computation. It aims to present the latest developments by theoreticians and practitioners in academe and industry working to address computational problems that can directly impact the way we live in society. WCTP 2024 will feature work-in-progress presentations of prominent researchers selected by members of its Program Committee who come from highly distinguished institutions in Japan and the Philippines. The presentation at the workshop will certainly provide high quality comments and discussion that future research can benefit from.
Energy Informatics
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Author : Bo Nørregaard Jørgensen
language : en
Publisher: Springer Nature
Release Date : 2024-10-18
Energy Informatics written by Bo Nørregaard Jørgensen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-18 with Mathematics categories.
The two-volume set LNCS 15271 and 15272 constitutes the proceedings of the 4th Energy Informatics Academy Conference, EI.A 2024, held in Kuta, Bali, Indonesia, during October 23–25, 2024. The 40 full papers and 8 short papers included in these proceedings were carefully reviewed and selected from 64 submissions. They are categorized under the topical sections as follows: Part I: IoT Edge Computing, and Software Innovations in Energy, Big Data Analytics and Cybersecurity in Energy, Digital Twin Technology and Energy Simulations, Energy data and consumer behaviors, and Digitalization of District Heating and Cooling Systems. Part II: Smart Buildings and Energy Communities, Energy Pricing, Trading, and Market Dynamics, Demand Flexibility and Energy Conservation Strategies, Optimization of Energy Systems and Renewable Integration and Energy System Resilience and Reliability. Chapter “Automation Level Taxonomy for Time Series Forecasting Services: Guideline for Real-World Smart Grid Applications” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Spatial Electric Load Forecasting
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Author : H. Lee Willis
language : en
Publisher: CRC Press
Release Date : 2002-08-09
Spatial Electric Load Forecasting written by H. Lee Willis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-08-09 with Technology & Engineering categories.
Containing 12 new chapters, this second edition offers increased coverage of weather correction and normalization of forecasts, anticipation of redevelopment, determining the validity of announced developments, and minimizing risk from over- or under-planning. It provides specific examples and detailed explanations of key points to consider for both standard and unusual utility forecasting situations, information on new algorithms and concepts in forecasting, a review of forecasting pitfalls and mistakes, case studies depicting challenging forecast environments, and load models illustrating various types of demand.
Core Concepts In Statistical Learning
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Author : Tushar Gulati
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Core Concepts In Statistical Learning written by Tushar Gulati and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
"Core Concepts in Statistical Learning" serves as a comprehensive introduction to fundamental techniques and concepts in statistical learning, tailored specifically for undergraduates in the United States. This book covers a broad range of topics essential for students looking to understand the intersection of statistics, data science, and machine learning. The book explores major topics, including supervised and unsupervised learning, model selection, and the latest algorithms in predictive analytics. Each chapter delves into methods like decision trees, neural networks, and support vector machines, ensuring readers grasp theoretical concepts and apply them to practical data analysis problems. Designed to be student-friendly, the text incorporates numerous examples, graphical illustrations, and real-world data sets to facilitate a deeper understanding of the material. Structured to support both classroom learning and self-study, it is a versatile resource for students across disciplines such as economics, biology, engineering, and more. Whether you're an aspiring data scientist or looking to enhance your analytical skills, "Core Concepts in Statistical Learning" provides the tools needed to navigate the complex landscape of modern data analysis and predictive modeling.
Energy 4 0
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Author : Gulshan Sharma
language : en
Publisher: CRC Press
Release Date : 2025-06-02
Energy 4 0 written by Gulshan Sharma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-02 with Technology & Engineering categories.
The text provides insight into renewable technologies, and their challenges in terms of design, efficiency, implementation, and solutions to mitigate the problem of energy crisis. It will help the readers to understand the role of the fourth industrial revolution technologies in developing user-friendly, economic, and implementable solutions to mitigate the present and future energy crisis through cleaner and renewable technologies. Discusses electric energy transportation systems, electricity distribution systems, demand response, metering, smart grids, and cyber-security. Covers electric vehicles, vehicle-to-grid technologies, charging-while-driving technology for future roads and highways, and autonomous mobile robots. Presents data-driven modeling, forecasting, and optimization techniques of power and energy systems. Illustrates energy storage technologies, energy-efficient systems, power conversion topologies, and related control techniques. Explains the design of control algorithms for solar systems and the design of efficient energy management for solar power. The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, energy, environmental engineering, computer science, and engineering.
Microgrid Protection And Control
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Author : Dehua Zheng
language : en
Publisher: Academic Press
Release Date : 2021-06-23
Microgrid Protection And Control written by Dehua Zheng and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-23 with Technology & Engineering categories.
Microgrid Protection and Control is the result of numerous research works and publications by R&D engineers and scientists of the Microgrid and Energy Internet Research Centre. Through the authors long-routed experience in the microgrid and energy internet industry, this book looks at the sophisticated protection and control issues connected to the special nature of microgrid. The book explains the different ways of classifying types of microgrids and common misconceptions, looking at industrial and research trends along with the different technical issues and challenges faced with deploying microgrid in various settings. Forecasting short-term demand and renewable generation for optimal operation is covered with techniques for accurate enhancement supported with practical application examples. With chapters on dynamic, transient and tertiary control and experimental and simulation tests this reference is useful for all those working in the research, engineering and application of microgrids and power distribution systems. - Contains practical examples to support the research and experimental results on microgrid protection and control - Includes detailed theories and referential algorithms - Provides innovative solutions to technical issues in protection and control of microgrids
Core Concepts Of Accounting Information Systems
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Author : Mark G. Simkin
language : en
Publisher: John Wiley & Sons
Release Date : 2018-02-13
Core Concepts Of Accounting Information Systems written by Mark G. Simkin and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-13 with Business & Economics categories.
Accounting Information systems (AIS) have become indispensable in the field, and this book provides clear guidance for students or professionals needing to get up to speed. Designed to suit a one-semester AIS course at the graduate, undergraduate, or community college level, Core Concepts of Accounting Information Systems explores AIS use and processes in the context of modern-day accounting. Coverage includes conceptual overviews of data analytics, accounting, and risk management, as well as detailed discussion of business processes, cybercrime, database design and more to provide a well-rounded introduction to AIS. Case studies reinforce fundamental concepts using real-world scenarios that encourage critical thinking, while AIS-at-Work examples illustrate complex procedures or concepts in everyday workplace situations. Test Yourself questions allow students to gauge their level of understanding, while End of Chapter questions stimulate application of new skills through problems, cases, and discussion questions that facilitate classroom dialogue. Practical, current, relevant, and grounded in everyday application, this book is an invaluable resource for students of managerial accounting, tax accounting, and compliance.
Artificial Intelligence And Machine Learning For Enhancing Resilience Concepts Applications And Future Directions
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Author :
language : en
Publisher: Deep Science Publishing
Release Date : 2025-07-01
Artificial Intelligence And Machine Learning For Enhancing Resilience Concepts Applications And Future Directions written by and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Computers categories.
As contemporary societies face unprecedented challenges such as mounting mental health issues, environmental crises, and socioeconomic insecurity, the urgency of developing objective, scalable, and dynamic methodologies to study resilience has never been greater. This book arises at the intersection of cutting-edge technology and human insight. It focuses on the possibility for AI and ML to transform resilience assessment, prediction, and interventions across the individual, organizational, and ecological levels. The chapters included in this book represent an organized synthesis of cutting-edge science, pragmatic applications, and prospective potential. With machine learning algorithms to estimate psychological resilience and AI-based models for climate change adaptation and ecosystem management, this book demonstrates the rich innovations that are emerging at the cross-sector of technology and resilience science. Perhaps most importantly, this book does not gloss over the urgent ethical, technical, and regulatory issues that arise when AI is introduced to sensitive topics such as mental health and environmental management. Questions about data privacy, algorithmic bias, model interpretability, and equitable technology deployment are thoroughly investigated, providing lessons learned and suggestions for moving ahead. A significant strength of this work is its global focus. Showcasing work from contributors of various methodologies and regions provides the latest views on new methodologies, strategies for practical implementation, and on what still needs to be invented. This guarantees that the publication engages with the messy socio-cultural and environmental contexts in which these interventions work and that it doesn’t just mirror technological possibilities. For academicians, practitioners, technologists, and policymakers, this book is both a fundamental reference and an outlook resource. It provides: Holistic examination of AI and ML in the context of psychological, organizational, and ecological resilience. In-depth reviews on methodological innovations, such as deep learning, natural language processing, and sensor-based assessments. Unprecedented appraisals of barriers to implementation, with ethical and regulatory considerations. We trust that this book will inspire conversation, fuel innovation, and support a future in which technology supplements, rather than replaces, human ability to adapt, recover, and flourish. We encourage readers to critique the content, to reflect on how AI, ML, and resilience intersect in their particular contexts, and to join us in shaping a future where technological and human resilience evolve together.
Informatica Powercenter Workflow And Transformation Guide
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-10
Informatica Powercenter Workflow And Transformation Guide written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-10 with Computers categories.
"Informatica PowerCenter Workflow and Transformation Guide" The "Informatica PowerCenter Workflow and Transformation Guide" delivers a comprehensive, expert-driven roadmap for mastering enterprise-scale data integration using Informatica PowerCenter. Structured to address the needs of both seasoned practitioners and ambitious newcomers, this guide begins by unveiling the architectural foundations and ecosystem of PowerCenter, covering core components, repository design, security, and high availability. Readers gain a solid understanding of foundational elements such as domain configuration, object migration strategies, and robust disaster recovery planning—essential for designing resilient, scalable solutions. Progressing from core architecture to advanced orchestration, the book explores intricate workflow patterns, parameterization techniques, and best practices for error handling, reusability, and performance optimization. Deep dives into mapping and transformation logic reveal expert approaches to complex data challenges, including dynamic variable handling, advanced lookups, and custom transformation development. Interwoven throughout are practical strategies for optimizing resource usage, integrating with cloud platforms and big data ecosystems, and ensuring data quality and governance. With dedicated chapters on workflow automation, scripting, monitoring, and DevOps integration, the guide empowers data professionals to streamline deployment pipelines, achieve operational excellence, and embrace modern hybrid and cloud architectures. Complete with actionable frameworks for error management, audit compliance, and continuous improvement, this book serves not only as a technical reference but as an indispensable resource for building, managing, and evolving mission-critical ETL workflows in the dynamic landscape of corporate data management.