Intelligent Data-Driven Modelling and Optimization in Power and Energy Applications, Prusty, B Rajanarayan ; Gupta, Neeraj ; Bingi, Kis

Автор: Brunton, Steven L. (university Of Washington) Kutz
Название: Data-driven science and engineering
ISBN: 1009098489 ISBN-13(EAN): 9781009098489
Издательство: Cambridge Academ
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Цена: 52790.00 T
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Описание: Data-driven discovery is revolutionizing how we model, predict, and control complex systems. This text integrates emerging machine learning and data science methods for engineering and science communities. Now with Python and MATLAB (R), new chapters on reinforcement learning and physics-informed machine learning, and supplementary videos and code.

Автор: Resener Mariana, Rebennack Steffen, Pardalos Panos
Название: Handbook of Optimization in Electric Power Distribution Systems
ISBN: 3030361144 ISBN-13(EAN): 9783030361143
Издательство: Springer
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Цена: 167700.00 T
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Описание: This handbook gathers state-of-the-art research on optimization problems in power distribution systems, covering classical problems as well as the challenges introduced by distributed power generation and smart grid resources.

Автор: AbouEisha
Название: Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
ISBN: 3319918389 ISBN-13(EAN): 9783319918389
Издательство: Springer
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Цена: 93160.00 T
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Описание: Dynamic programming is an efficient technique for solving optimization problems. and multi-stage optimization for such classic combinatorial optimization problems as matrix chain multiplication, binary search trees, global sequence alignment, and shortest paths.

Автор: Hassan AbouEisha; Talha Amin; Igor Chikalov; Shahi
Название: Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
ISBN: 3030063097 ISBN-13(EAN): 9783030063092
Издательство: Springer
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Цена: 130430.00 T
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Описание: Dynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving these sub-problems, beginning with the simplest ones. A conventional dynamic programming algorithm returns an optimal object from a given set of objects. This book develops extensions of dynamic programming, enabling us to (i) describe the set of objects under consideration; (ii) perform a multi-stage optimization of objects relative to different criteria; (iii) count the number of optimal objects; (iv) find the set of Pareto optimal points for bi-criteria optimization problems; and (v) to study relationships between two criteria. It considers various applications, including optimization of decision trees and decision rule systems as algorithms for problem solving, as ways for knowledge representation, and as classifiers; optimization of element partition trees for rectangular meshes, which are used in finite element methods for solving PDEs; and multi-stage optimization for such classic combinatorial optimization problems as matrix chain multiplication, binary search trees, global sequence alignment, and shortest paths. The results presented are useful for researchers in combinatorial optimization, data mining, knowledge discovery, machine learning, and finite element methods, especially those working in rough set theory, test theory, logical analysis of data, and PDE solvers. This book can be used as the basis for graduate courses.

Автор: Ahmadian Ali, Mohammadi-Ivatloo Behnam, Elkamel Ali
Название: Electric Vehicles in Energy Systems: Modelling, Integration, Analysis, and Optimization
ISBN: 3030344509 ISBN-13(EAN): 9783030344504
Издательство: Springer
Цена: 126710.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Deterministic load demand modeling of electric vehicles.- Probabilistic load demand modeling of electric vehicles.- Possibilistic load demand modeling of electric vehicles.- Hybrid probalistic-possibilistic load demand modeling of electric vehicles.- Integration of electric vehicles and solar energy in power systems.- Integration of electric vehicles and wind energy in power systems.- Integration of electric vehicles, energy storage and renewable energies in power systems.- Participation of aggregated electric vehicles in demand response programs.- Impact of electric vehicles on voltage control of distribution systems.- Participation of aggregated electric vehicles in demand response programs.- Impact of electric vehicles on voltage control of distribution systems.- Participation of aggregated electric vehicles in frequency control of power systems.- Modeling and impact analysis of battery degradation on V2G programs.-Evaluation of electric vehicles impact on emission pollution reduction.- Evaluation of fuel cell vehicles impact on emission pollution reduction.- Life cycle assessment of electric and fuel cell vehicles.- Cost-effective analysis of electric and fuel cell vehicles in carbon constrained world.- Environmental analysis of electric vehicle batteries.

Автор: Ahmadian Ali, Mohammadi-Ivatloo Behnam, Elkamel Ali
Название: Electric Vehicles in Energy Systems: Modelling, Integration, Analysis, and Optimization
ISBN: 3030344479 ISBN-13(EAN): 9783030344474
Издательство: Springer
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Цена: 158380.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Deterministic load demand modeling of electric vehicles.- Probabilistic load demand modeling of electric vehicles.- Possibilistic load demand modeling of electric vehicles.- Hybrid probalistic-possibilistic load demand modeling of electric vehicles.- Integration of electric vehicles and solar energy in power systems.- Integration of electric vehicles and wind energy in power systems.- Integration of electric vehicles, energy storage and renewable energies in power systems.- Participation of aggregated electric vehicles in demand response programs.- Impact of electric vehicles on voltage control of distribution systems.- Participation of aggregated electric vehicles in demand response programs.- Impact of electric vehicles on voltage control of distribution systems.- Participation of aggregated electric vehicles in frequency control of power systems.- Modeling and impact analysis of battery degradation on V2G programs.-Evaluation of electric vehicles impact on emission pollution reduction.- Evaluation of fuel cell vehicles impact on emission pollution reduction.- Life cycle assessment of electric and fuel cell vehicles.- Cost-effective analysis of electric and fuel cell vehicles in carbon constrained world.- Environmental analysis of electric vehicle batteries.

Автор: Wang Jing, Zhou Jinglin, Chen Xiaolu
Название: Data-Driven Fault Detection and Reasoning for Industrial Monitoring
ISBN: 9811680434 ISBN-13(EAN): 9789811680434
Издательство: Springer
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Цена: 46570.00 T
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Описание: This open access book assesses the potential of data-driven methods in industrial process monitoring engineering.

Автор: Akash Kumar Bhoi, Ranjit Panigrahi, Rutvij H. Jhaveri, Victor, Hugo C. de Albuquerque
Название: Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches
ISBN: 3110750732 ISBN-13(EAN): 9783110750737
Издательство: Walter de Gruyter
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Цена: 216890.00 T
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Описание:

This book highlights how optimized big data applications can be used for patient monitoring and clinical diagnosis. In fact, IoT based applications are data driven and mostly employs modern optimization techniques. This book also explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages, challenges and issues in data collection, data handling, and data collection set-up.

Автор: Kallannan, Jagatheesan
Название: Bio-Inspired Algorithms in PID Controller Optimization
ISBN: 0367606968 ISBN-13(EAN): 9780367606961
Издательство: Taylor&Francis
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Цена: 23470.00 T
Наличие на складе: Нет в наличии.

Автор: Broumi, Said ; Nagarajan, D ; Voskoglou, Michael G
Название: Data-Driven Modelling with Fuzzy Sets: Embracing Uncertainty
ISBN: 1032550104 ISBN-13(EAN): 9781032550107
Издательство: Taylor&Francis
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Цена: 168430.00 T
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Автор: Jorge Freire Sousa; Riccardo Rossi
Название: Computer-based Modelling and Optimization in Transportation
ISBN: 3319046292 ISBN-13(EAN): 9783319046297
Издательство: Springer
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Цена: 111790.00 T
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Описание: Decision Making and Decision Support (in Transportation).- Energy and Environmental Impacts (of Transportation).- (Urban) Network Design.- Optimization and Simulation (in Transportation).

Автор: Broumi, Said ; Nagarajan, D ; Voskoglou, Michael G
Название: Data-Driven Modelling with Fuzzy Sets: A Neutrosophic Perspective
ISBN: 1032782633 ISBN-13(EAN): 9781032782638
Издательство: Taylor&Francis
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Цена: 158230.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.