Feature Papers Of Forecasting

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Feature Papers of Forecasting

Author : Sonia Leva
Publisher : MDPI
ISBN 13 : 3036510303
Total Pages : 188 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Feature Papers of Forecasting by : Sonia Leva

Download or read book Feature Papers of Forecasting written by Sonia Leva and published by MDPI. This book was released on 2021-08-06 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, forecast applications are receiving unprecedent attention thanks to their capability to improve the decision-making processes by providing useful indications. A large number of forecast approaches related to different forecast horizons and to the specific problem that have to be predicted have been proposed in recent scientific literature, from physical models to data-driven statistic and machine learning approaches. In this Special Issue, the most recent and high-quality researches about forecast are collected. A total of nine papers have been selected to represent a wide range of applications, from weather and environmental predictions to economic and management forecasts. Finally, some applications related to the forecasting of the different phases of COVID in Spain and the photovoltaic power production have been presented.

Feature Papers of Forecasting

Author : Sonia Leva
Publisher :
ISBN 13 : 9783036510316
Total Pages : 186 pages
Book Rating : 4.5/5 (13 download)

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Book Synopsis Feature Papers of Forecasting by : Sonia Leva

Download or read book Feature Papers of Forecasting written by Sonia Leva and published by . This book was released on 2021 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, forecast applications are receiving unprecedent attention thanks to their capability to improve the decision-making processes by providing useful indications. A large number of forecast approaches related to different forecast horizons and to the specific problem that have to be predicted have been proposed in recent scientific literature, from physical models to data-driven statistic and machine learning approaches. In this Special Issue, the most recent and high-quality researches about forecast are collected. A total of nine papers have been selected to represent a wide range of applications, from weather and environmental predictions to economic and management forecasts. Finally, some applications related to the forecasting of the different phases of COVID in Spain and the photovoltaic power production have been presented.

Feature Papers of Forecasting 2021

Author : Sonia Leva
Publisher :
ISBN 13 : 9783036555720
Total Pages : 0 pages
Book Rating : 4.5/5 (557 download)

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Book Synopsis Feature Papers of Forecasting 2021 by : Sonia Leva

Download or read book Feature Papers of Forecasting 2021 written by Sonia Leva and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on fundamental and applied research on forecasting methods and analyses on how forecasting can affect a great number of fields, spanning from Computer Science, Engineering, and Economics and Business to natural sciences. Forecasting applications are increasingly important because they allow for improving decision-making processes by providing useful insights about the future. Scientific research is giving unprecedented attention to forecasting applications, with a continuously growing number of articles about novel forecast approaches being published.

Forecasting: principles and practice

Author : Rob J Hyndman
Publisher : OTexts
ISBN 13 : 0987507117
Total Pages : 380 pages
Book Rating : 4.9/5 (875 download)

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Book Synopsis Forecasting: principles and practice by : Rob J Hyndman

Download or read book Forecasting: principles and practice written by Rob J Hyndman and published by OTexts. This book was released on 2018-05-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.

Feature Papers ”Age-Friendly Cities & Communities: State of the Art and Future Perspectives”

Author : Joost van Hoof
Publisher : MDPI
ISBN 13 : 3036512276
Total Pages : 646 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Feature Papers ”Age-Friendly Cities & Communities: State of the Art and Future Perspectives” by : Joost van Hoof

Download or read book Feature Papers ”Age-Friendly Cities & Communities: State of the Art and Future Perspectives” written by Joost van Hoof and published by MDPI. This book was released on 2021-08-17 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: The "Age-Friendly Cities & Communities: States of the Art and Future Perspectives" publication presents contemporary, innovative, and insightful narratives, debates, and frameworks based on an international collection of papers from scholars spanning the fields of gerontology, social sciences, architecture, computer science, and gerontechnology. This extensive collection of papers aims to move the narrative and debates forward in this interdisciplinary field of age-friendly cities and communities.

Advanced Models of Energy Forecasting

Author : Xun Zhang
Publisher : Frontiers Media SA
ISBN 13 : 283250681X
Total Pages : 200 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advanced Models of Energy Forecasting by : Xun Zhang

Download or read book Advanced Models of Energy Forecasting written by Xun Zhang and published by Frontiers Media SA. This book was released on 2022-11-23 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Internet, Data and Web Technologies

Author : Leonard Barolli
Publisher : Springer
ISBN 13 : 3030128393
Total Pages : 579 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advances in Internet, Data and Web Technologies by : Leonard Barolli

Download or read book Advances in Internet, Data and Web Technologies written by Leonard Barolli and published by Springer. This book was released on 2019-02-05 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents original contributions on the theories and practices of emerging Internet, Data and Web technologies and their applications in businesses, engineering and academia. As a key feature, it addresses advances in the life-cycle exploitation of data generated by digital ecosystem technologies. The Internet has become the most proliferative platform for emerging large-scale computing paradigms. Among these, Data and Web technologies are two of the most prominent paradigms, manifesting in a variety of forms such as Data Centers, Cloud Computing, Mobile Cloud, Mobile Web Services, and so on. These technologies altogether create a digital ecosystem whose cornerstone is the data cycle, from capturing to processing, analysis and visualization. The need to investigate various research and development issues in this digital ecosystem has been made even more pressing by the ever-increasing demands of real-life applications, which are based on storing and processing large amounts of data. Given its scope, the book offers a valuable asset for all researchers, software developers, practitioners and students interested in the field of Data and Web technologies.

Hybrid Advanced Techniques for Forecasting in Energy Sector

Author : Wei-Chiang Hong
Publisher : MDPI
ISBN 13 : 3038972908
Total Pages : 251 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Hybrid Advanced Techniques for Forecasting in Energy Sector by : Wei-Chiang Hong

Download or read book Hybrid Advanced Techniques for Forecasting in Energy Sector written by Wei-Chiang Hong and published by MDPI. This book was released on 2018-10-19 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Hybrid Advanced Techniques for Forecasting in Energy Sector" that was published in Energies

Hybrid Advanced Optimization Methods with Evolutionary Computation Techniques in Energy Forecasting

Author : Wei-Chiang Hong
Publisher : MDPI
ISBN 13 : 303897286X
Total Pages : 251 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Hybrid Advanced Optimization Methods with Evolutionary Computation Techniques in Energy Forecasting by : Wei-Chiang Hong

Download or read book Hybrid Advanced Optimization Methods with Evolutionary Computation Techniques in Energy Forecasting written by Wei-Chiang Hong and published by MDPI. This book was released on 2018-10-19 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Hybrid Advanced Optimization Methods with Evolutionary Computation Techniques in Energy Forecasting" that was published in Energies

Prediction Techniques for Renewable Energy Generation and Load Demand Forecasting

Author : Anuradha Tomar
Publisher : Springer Nature
ISBN 13 : 9811964904
Total Pages : 208 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Prediction Techniques for Renewable Energy Generation and Load Demand Forecasting by : Anuradha Tomar

Download or read book Prediction Techniques for Renewable Energy Generation and Load Demand Forecasting written by Anuradha Tomar and published by Springer Nature. This book was released on 2023-01-20 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to forecasting methods for renewable energy sources integrated with existing grid. It consists of two sections; the first one is on the generation side forecasting methods, while the second section deals with the different ways of load forecasting. It broadly includes artificial intelligence, machine learning, hybrid techniques and other state-of-the-art techniques for renewable energy and load predictions. The book reflects the state of the art in distributed generation system and future microgrids and covers theory, algorithms, simulations and case studies. It offers invaluable insights through this valuable resource to students and researchers working in the fields of renewable energy, integration of renewable energy with existing grid and electrical distribution network.

Intelligent Optimization Modelling in Energy Forecasting

Author : Wei-Chiang Hong
Publisher : MDPI
ISBN 13 : 3039283642
Total Pages : 262 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Intelligent Optimization Modelling in Energy Forecasting by : Wei-Chiang Hong

Download or read book Intelligent Optimization Modelling in Energy Forecasting written by Wei-Chiang Hong and published by MDPI. This book was released on 2020-04-01 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accurate energy forecasting is important to facilitate the decision-making process in order to achieve higher efficiency and reliability in power system operation and security, economic energy use, contingency scheduling, the planning and maintenance of energy supply systems, and so on. In recent decades, many energy forecasting models have been continuously proposed to improve forecasting accuracy, including traditional statistical models (e.g., ARIMA, SARIMA, ARMAX, multi-variate regression, exponential smoothing models, Kalman filtering, Bayesian estimation models, etc.) and artificial intelligence models (e.g., artificial neural networks (ANNs), knowledge-based expert systems, evolutionary computation models, support vector regression, etc.). Recently, due to the great development of optimization modeling methods (e.g., quadratic programming method, differential empirical mode method, evolutionary algorithms, meta-heuristic algorithms, etc.) and intelligent computing mechanisms (e.g., quantum computing, chaotic mapping, cloud mapping, seasonal mechanism, etc.), many novel hybrid models or models combined with the above-mentioned intelligent-optimization-based models have also been proposed to achieve satisfactory forecasting accuracy levels. It is important to explore the tendency and development of intelligent-optimization-based modeling methodologies and to enrich their practical performances, particularly for marine renewable energy forecasting.

Recent Advances in Renewable Energy Automation and Energy Forecasting

Author : Sarat Kumar Sahoo
Publisher : Frontiers Media SA
ISBN 13 : 2832541674
Total Pages : 196 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Recent Advances in Renewable Energy Automation and Energy Forecasting by : Sarat Kumar Sahoo

Download or read book Recent Advances in Renewable Energy Automation and Energy Forecasting written by Sarat Kumar Sahoo and published by Frontiers Media SA. This book was released on 2023-12-08 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advancement of sustainable energy is becoming an important concern for many countries. The traditional electrical grid supports only one-way interaction of power being delivered to the consumers. The emergence of improved sensors, actuators, and automation technologies has consequently improved the control, monitoring and communication techniques within the energy sector, including the Smart Grid system. With the support of the aforementioned modern technologies, the information flows in two-ways between the consumer and supplier. This data communication helps the supplier in overcoming challenges like integration of renewable technologies, management of energy demand, load automation and control. Renewable energy (RE) is intermittent in nature and therefore difficult to predict. The accurate RE forecasting is very essential to improve the power system operations. The forecasting models are based on complex function combinations that include seasonality, fluctuation, and dynamic nonlinearity. The advanced intelligent computing algorithms for forecasting should consider the proper parameter determinations for achieving optimization. For this we need, new generation research areas like Machine learning (ML), and Artificial Intelligence (AI) to enable the efficient integration of distributed and renewable generation at large scale and at all voltage levels. The modern research in the above areas will improve the efficiency, reliability and sustainability in the Smart grid.

Artificial Intelligence-Based Forecasting and Analytic Techniques for Environment and Economics Management

Author : Wendong Yang
Publisher : Frontiers Media SA
ISBN 13 : 2832504728
Total Pages : 328 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Artificial Intelligence-Based Forecasting and Analytic Techniques for Environment and Economics Management by : Wendong Yang

Download or read book Artificial Intelligence-Based Forecasting and Analytic Techniques for Environment and Economics Management written by Wendong Yang and published by Frontiers Media SA. This book was released on 2022-11-09 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Network Computing for the Electric Power Industry

Author : Dejan J. Sobajic
Publisher : Psychology Press
ISBN 13 : 1134781903
Total Pages : 237 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis Neural Network Computing for the Electric Power Industry by : Dejan J. Sobajic

Download or read book Neural Network Computing for the Electric Power Industry written by Dejan J. Sobajic and published by Psychology Press. This book was released on 2013-06-17 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power system computing with neural networks is one of the fastest growing fields in the history of power system engineering. Since 1988, a considerable amount of work has been done in investigating computing capabilities of neural networks and understanding their relevance to providing efficient solutions for outstanding complex problems of the electric power industry. A principal objective of a power utility is to provide electric energy to its customers in a secure, reliable and economic manner. Toward this aim, utility personnel are engaged in a variety of activities in areas of supervisory control and monitoring, evaluation of operating conditions, operation planning and scheduling, system development, equipment testing, etc. Over the past decades significant advances have been made in the development of new concepts, design of hardware and software systems, and implementation of solid-state devices which all contributed to the steadily improving power system performance that we are experiencing today. Advanced information processing technologies played an important role in these development efforts. Members of the Special Interest Group for Power Engineering of the INNS recognized the need for bringing together leading researchers in the field of neurocomputing with experts from power utilities and manufacturing companies to assess the current state of affairs and to explore the directions of further research and practice. This book is based on The Summer Workshop on Neural Network Computing for the Electric Power Industry which brought together approximately forty specialists with backgrounds in power engineering, system operation and planning, neural network theory and AI systems design. An informal and highly inspiring atmosphere of the workshop facilitated open discussion and exchange of expertise between the participants.

Forecasting with Artificial Intelligence

Author : Mohsen Hamoudia
Publisher : Springer Nature
ISBN 13 : 3031358791
Total Pages : 441 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Forecasting with Artificial Intelligence by : Mohsen Hamoudia

Download or read book Forecasting with Artificial Intelligence written by Mohsen Hamoudia and published by Springer Nature. This book was released on 2023-10-22 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive guide that explores the intersection of artificial intelligence and forecasting, providing the latest insights and trends in this rapidly evolving field. The book contains fourteen chapters covering a wide range of topics, including the concept of AI, its impact on economic decision-making, traditional and machine learning-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting, ensembling, deep learning, scalability in industrial and optimization applications, and forecasting performance evaluation. With key illustrations, state-of-the-art implementations, best practices, and notable advances, this book offers practical insights into the theory and practice of AI-based forecasting. This book is a valuable resource for anyone involved in forecasting, including forecasters, statisticians, data scientists, business analysts, or decision-makers.

Forecasting Models of Electricity Prices

Author : Javier Contreras
Publisher : MDPI
ISBN 13 : 3038424153
Total Pages : 259 pages
Book Rating : 4.0/5 (384 download)

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Book Synopsis Forecasting Models of Electricity Prices by : Javier Contreras

Download or read book Forecasting Models of Electricity Prices written by Javier Contreras and published by MDPI. This book was released on 2018-04-06 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Forecasting Models of Electricity Prices" that was published in Energies

Collaborative Computing: Networking, Applications and Worksharing

Author : Xinheng Wang
Publisher : Springer
ISBN 13 : 303030146X
Total Pages : 829 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Collaborative Computing: Networking, Applications and Worksharing by : Xinheng Wang

Download or read book Collaborative Computing: Networking, Applications and Worksharing written by Xinheng Wang and published by Springer. This book was released on 2019-08-18 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2019, held in London, UK, in August 2019. The 40 full papers, 8 short papers and 6 workshop presented were carefully reviewed and selected from 121 submissions. The papers reflect the conference sessions as follows: cloud, IoT and edge computing, collaborative IoT services and applications, artificial intelligence, software development, teleportation protocol and entanglement swapping, network based on the neural network, scheme based on blockchain and zero-knowledge proof in vehicle networking, software development.