Advanced Optimization Methods And Big Data Applications In Energy Demand Forecast
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Author |
: Federico Divina |
Publisher |
: MDPI |
Total Pages |
: 100 |
Release |
: 2021-08-30 |
ISBN-10 |
: 9783036508627 |
ISBN-13 |
: 3036508627 |
Rating |
: 4/5 (27 Downloads) |
Synopsis Advanced Optimization Methods and Big Data Applications in Energy Demand Forecast by : Federico Divina
The use of data collectors in energy systems is growing more and more. For example, smart sensors are now widely used in energy production and energy consumption systems. This implies that huge amounts of data are generated and need to be analyzed in order to extract useful insights from them. Such big data give rise to a number of opportunities and challenges for informed decision making. In recent years, researchers have been working very actively in order to come up with effective and powerful techniques in order to deal with the huge amount of data available. Such approaches can be used in the context of energy production and consumption considering the amount of data produced by all samples and measurements, as well as including many additional features. With them, automated machine learning methods for extracting relevant patterns, high-performance computing, or data visualization are being successfully applied to energy demand forecasting.
Author |
: Wei-Chiang Hong |
Publisher |
: MDPI |
Total Pages |
: 187 |
Release |
: 2018-10-22 |
ISBN-10 |
: 9783038972921 |
ISBN-13 |
: 3038972924 |
Rating |
: 4/5 (21 Downloads) |
Synopsis Kernel Methods and Hybrid Evolutionary Algorithms in Energy Forecasting by : Wei-Chiang Hong
This book is a printed edition of the Special Issue "Kernel Methods and Hybrid Evolutionary Algorithms in Energy Forecasting" that was published in Energies
Author |
: Leonard Barolli |
Publisher |
: Springer |
Total Pages |
: 1396 |
Release |
: 2019-03-14 |
ISBN-10 |
: 9783030150327 |
ISBN-13 |
: 3030150321 |
Rating |
: 4/5 (27 Downloads) |
Synopsis Advanced Information Networking and Applications by : Leonard Barolli
The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of information networking and applications. Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enable novel, low cost and high volume applications. Several of such applications have been difficult to realize because of many interconnections problems. To fulfill their large range of applications different kinds of networks need to collaborate and wired and next generation wireless systems should be integrated in order to develop high performance computing solutions to problems arising from the complexities of these networks. This book covers the theory, design and applications of computer networks, distributed computing and information systems.
Author |
: Tsun Se Cheong |
Publisher |
: Frontiers Media SA |
Total Pages |
: 485 |
Release |
: 2022-07-25 |
ISBN-10 |
: 9782889765966 |
ISBN-13 |
: 2889765962 |
Rating |
: 4/5 (66 Downloads) |
Synopsis Application of Big Data, Deep Learning, Machine Learning, and Other Advanced Analytical Techniques in Environmental Economics and Policy by : Tsun Se Cheong
Author |
: Wei-Chiang Hong |
Publisher |
: MDPI |
Total Pages |
: 251 |
Release |
: 2018-10-19 |
ISBN-10 |
: 9783038972860 |
ISBN-13 |
: 303897286X |
Rating |
: 4/5 (60 Downloads) |
Synopsis Hybrid Advanced Optimization Methods with Evolutionary Computation Techniques in Energy Forecasting by : Wei-Chiang Hong
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
Author |
: Kang Li |
Publisher |
: Springer |
Total Pages |
: 824 |
Release |
: 2017-09-01 |
ISBN-10 |
: 9789811063640 |
ISBN-13 |
: 9811063648 |
Rating |
: 4/5 (40 Downloads) |
Synopsis Advanced Computational Methods in Energy, Power, Electric Vehicles, and Their Integration by : Kang Li
The three-volume set CCIS 761, CCIS 762, and CCIS 763 constitutes the thoroughly refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2017, and of the International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2017, held in Nanjing, China, in September 2017. The 208 revised full papers presented were carefully reviewed and selected from over 625 submissions. The papers of this volume are organized in topical sections on: Biomedical Signal Processing; Computational Methods in Organism Modeling; Medical Apparatus and Clinical Applications; Bionics Control Methods, Algorithms and Apparatus; Modeling and Simulation of Life Systems; Data Driven Analysis; Image and Video Processing; Advanced Fuzzy and Neural Network Theory and Algorithms; Advanced Evolutionary Methods and Applications; Advanced Machine Learning Methods and Applications; Intelligent Modeling, Monitoring, and Control of Complex Nonlinear Systems; Advanced Methods for Networked Systems; Control and Analysis of Transportation Systems; Advanced Sliding Mode Control and Applications; Advanced Analysis of New Materials and Devices; Computational Intelligence in Utilization of Clean and Renewable Energy Resources; Intelligent Methods for Energy Saving and Pollution Reduction; Intelligent Methods in Developing Electric Vehicles, Engines and Equipment; Intelligent Computing and Control in Power Systems; Modeling, Simulation and Control in Smart Grid and Microgrid; Optimization Methods; Computational Methods for Sustainable Environment.
Author |
: |
Publisher |
: BoD – Books on Demand |
Total Pages |
: 226 |
Release |
: 2022-03-30 |
ISBN-10 |
: 9781839692666 |
ISBN-13 |
: 1839692669 |
Rating |
: 4/5 (66 Downloads) |
Synopsis Data Mining by :
The availability of big data due to computerization and automation has generated an urgent need for new techniques to analyze and convert big data into useful information and knowledge. Data mining is a promising and leading-edge technology for mining large volumes of data, looking for hidden information, and aiding knowledge discovery. It can be used for characterization, classification, discrimination, anomaly detection, association, clustering, trend or evolution prediction, and much more in fields such as science, medicine, economics, engineering, computers, and even business analytics. This book presents basic concepts, ideas, and research in data mining.
Author |
: Guan Gui |
Publisher |
: Springer Nature |
Total Pages |
: 535 |
Release |
: 2019-11-28 |
ISBN-10 |
: 9783030364021 |
ISBN-13 |
: 303036402X |
Rating |
: 4/5 (21 Downloads) |
Synopsis Advanced Hybrid Information Processing by : Guan Gui
This two-volume set LNICST 301 -302 constitutes the post-conference proceedings of the Third EAI International Conference on Advanced Hybrid Information Processing, ADHIP 2019, held in Nanjing, China, in September 2019. The 101 papers presented were selected from 237 submissions and focus on hybrid big data processing. Since information processing has acted as an important research domain in science and technology today, it is now to develop deeper and wider use of hybrid information processing, especially information processing for big data. There are more remaining issues waiting for solving, such as classification and systemization of big data, objective tracking and behavior understanding in big multimedia data, encoding and compression of big data.
Author |
: Moamar Sayed-Mouchaweh |
Publisher |
: Springer Nature |
Total Pages |
: 383 |
Release |
: 2020-06-19 |
ISBN-10 |
: 9783030427269 |
ISBN-13 |
: 3030427269 |
Rating |
: 4/5 (69 Downloads) |
Synopsis Artificial Intelligence Techniques for a Scalable Energy Transition by : Moamar Sayed-Mouchaweh
This book presents research in artificial techniques using intelligence for energy transition, outlining several applications including production systems, energy production, energy distribution, energy management, renewable energy production, cyber security, industry 4.0 and internet of things etc. The book goes beyond standard application by placing a specific focus on the use of AI techniques to address the challenges related to the different applications and topics of energy transition. The contributions are classified according to the market and actor interactions (service providers, manufacturers, customers, integrators, utilities etc.), to the SG architecture model (physical layer, infrastructure layer, and business layer), to the digital twin of SG (business model, operational model, fault/transient model, and asset model), and to the application domain (demand side management, load monitoring, micro grids, energy consulting (residents, utilities), energy saving, dynamic pricing revenue management and smart meters, etc.).
Author |
: Aboul Ella Hassanien |
Publisher |
: Springer Nature |
Total Pages |
: 1093 |
Release |
: 2019-10-02 |
ISBN-10 |
: 9783030311292 |
ISBN-13 |
: 3030311295 |
Rating |
: 4/5 (92 Downloads) |
Synopsis Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019 by : Aboul Ella Hassanien
This book presents the proceedings of the 5th International Conference on Advanced Intelligent Systems and Informatics 2019 (AISI2019), which took place in Cairo, Egypt, from October 26 to 28, 2019. This international and interdisciplinary conference, which highlighted essential research and developments in the fields of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE). The book is divided into several sections, covering the following topics: machine learning and applications, swarm optimization and applications, robotic and control systems, sentiment analysis, e-learning and social media education, machine and deep learning algorithms, recognition and image processing, intelligent systems and applications, mobile computing and networking, cyber-physical systems and security, smart grids and renewable energy, and micro-grid and power systems.