Описание: This book aims to work out the distributed economic operation in smart grids in a systematic way, which ranges from model-based to model-free perspectives. The main contributions of this book can be summarized into three folds. First, we investigate the fundamental economic operation problems in smart grids from model-based perspective. Specifically, these problems can be modeled as deterministic optimization models, and we propose some distributed optimization algorithms by integrating the multi-agent consensus theory and optimization techniques to achieve the distributed coordination of various generation units and loads. Second, due to the randomness of the large-scale renewable energies and the flexibility of the loads, we further address these economic operation problems from a model-free perspective, and we propose learning-based approaches to address the uncertainty and randomness. At last, we extend the idea of model-based and model-free algorithms to plug-in electric vehicles (PEVs) charging/discharging scheduling problem, the key challenge of which involves multiple objectives simultaneously while the behavior of PEVs and the electricity price are intrinsically random. This book presents several recent theoretical findings on distributed economic operation in smart grids from model-based and model-free perspectives. By systematically integrating novel ideas, fresh insights, and rigorous results, this book provides a base for further theoretical research on distributed economic operation in smart grids. It can be a reference for graduates and researchers to study the operation and management in smart grids. Some prerequisites for reading this book include optimization theory, matrix theory, game theory, reinforcement learning, etc.
Описание: The point of departure in the present book is that the decision makers, involved in the evaluation of alternatives under conflicting criteria, express their preferential judgement by estimating ratios of subjective values or differences of the corresponding logarithms, the so-called grades.
Автор: Evangelos Triantaphyllou Название: Multi-criteria Decision Making Methods ISBN: 1441948384 ISBN-13(EAN): 9781441948380 Издательство: Springer Рейтинг: Цена: 30370.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Multi-Criteria Decision Making (MCDM) has been one of the fastest growing problem areas in many disciplines. The author extensively compares, both theoretically and empirically, real-life MCDM issues and makes the reader aware of quite a number of surprising `abnormalities` with some of these methods.
Автор: Krej?? Название: Pairwise Comparison Matrices and their Fuzzy Extension ISBN: 3319777149 ISBN-13(EAN): 9783319777146 Издательство: Springer Рейтинг: Цена: 20733.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers the first comprehensive and critical literature review of fuzzy pairwise comparison methods derived from methods originally developed for crisp pairwise comparison matrices. It proposes new fuzzy extensions of these methods and provides a detailed study of the differences and analogies between all the reviewed methods, as well as a detailed description of their drawbacks, with the help of many numerical examples. In order to prevent the drawbacks related to the reviewed fuzzy pairwise comparison methods, the book introduces constrained fuzzy arithmetic in fuzzy extension of the pairwise comparison methods. It proposes new fuzzy pairwise comparison methods based on constrained fuzzy arithmetic and critically compares them with the reviewed methods. It describes the application of the newly developed methods to incomplete large-dimensional pairwise comparison matrices showcased in a real-life case study. Written for researchers, graduate and PhD students interested in multi-criteria decision making methods based on both crisp and fuzzy pairwise comparison matrices, this self-contained book offers an overview of cutting-edge research and all necessary information to understand the described tools and use them in real-world applications.
Автор: Jana Krej?? Название: Pairwise Comparison Matrices and their Fuzzy Extension ISBN: 3030085198 ISBN-13(EAN): 9783030085193 Издательство: Springer Рейтинг: Цена: 13415.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers the first comprehensive and critical literature review of fuzzy pairwise comparison methods derived from methods originally developed for crisp pairwise comparison matrices. It proposes new fuzzy extensions of these methods and provides a detailed study of the differences and analogies between all the reviewed methods, as well as a detailed description of their drawbacks, with the help of many numerical examples. In order to prevent the drawbacks related to the reviewed fuzzy pairwise comparison methods, the book introduces constrained fuzzy arithmetic in fuzzy extension of the pairwise comparison methods. It proposes new fuzzy pairwise comparison methods based on constrained fuzzy arithmetic and critically compares them with the reviewed methods. It describes the application of the newly developed methods to incomplete large-dimensional pairwise comparison matrices showcased in a real-life case study. Written for researchers, graduate and PhD students interested in multi-criteria decision making methods based on both crisp and fuzzy pairwise comparison matrices, this self-contained book offers an overview of cutting-edge research and all necessary information to understand the described tools and use them in real-world applications.
Автор: Thakkar Jitesh J. Название: Multi-Criteria Decision Making ISBN: 9813347449 ISBN-13(EAN): 9789813347441 Издательство: Springer Цена: 21953.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: < p="">The book covers the domain of multi-criteria decision making, a topic which has gained significant attention of researchers and practitioners spanning a variety of disciplines for enhancing their decision making in real life situation.
Описание: It helps to structure models, to easily model complex constraints, to have a basic modeling guide for any multi-criteria system and to better understand models already existing in the literature.The book is structured in the same order as components of the methodology, established in a multi-criteria optimization problem.
Описание: Overview of Multi-Criteria Decision Analysis and Its Applications on Energy Systems.- Development of Decision Support Tools: Methodological Framework of System Dynamics Energy Models.- Multi-Criteria Decision Analysis Methods for Sustainability Assessment of Renewable Energy Systems and Its Potential Application to Sustainable STEM Education.- Integration of Multi-Criteria Decision Analysis and Sustainability Assessment for Better Energy Systems: Methods and Case Studies.- Multi-Criteria Assessment of Sustainability for Energy Systems Under Uncertainty: Grey Based Approach.- Coupling LCSA and Multi-Criteria Decision Analysis for Energy System Prioritization.- Multi-Criteria Decision Analysis Methods for Sustainability Assessment of Energy Systems under Uncertainties.- Fuzzy Multi-Criteria Decision Analysis Methods for Sustainability Assessment of Energy Systems.- Application of Fuzzy MCDM Methods in Sustainable and Effective Energy Management.- Rough Set-based Multi-Criteria Decision Analysis Methods in Sustainability Assessment of Photovoltaic Projects.- Multi-Criteria Oriented Optimization of Building Energy Performances: the Annex 72 IEA-EBC Experience.
Описание: This book examines Multi-Criteria Decision Modelling (MCDM) and facilitates diverse ways for it to be a useful tool for strategic decision making. It provides a practical foundation and can be used in addressing the problems of emerging markets to show ways for a company to use these methods in order to achieve sustainability.
Описание: It helps to structure models, to easily model complex constraints, to have a basic modeling guide for any multi-criteria system and to better understand models already existing in the literature.The book is structured in the same order as components of the methodology, established in a multi-criteria optimization problem.
Автор: Thakkar Jitesh J. Название: Multi-Criteria Decision Making ISBN: 9813347473 ISBN-13(EAN): 9789813347472 Издательство: Springer Рейтинг: Цена: 21953.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: < p="">The book covers the domain of multi-criteria decision making, a topic which has gained significant attention of researchers and practitioners spanning a variety of disciplines for enhancing their decision making in real life situation.
Автор: Ren Название: Energy Systems Evaluation (Volume 2) ISBN: 3030673782 ISBN-13(EAN): 9783030673789 Издательство: Springer Рейтинг: Цена: 18294.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents various multi-criteria analysis methods for sustainability-oriented analysis and decision-making for energy systems, under various different conditions and scenarios. It presents methodologies to answer the questions relating to which of the options are the most sustainable among the alternatives, and how multi-criteria decision analysis methods can be used to select the most sustainable energy systems. A systematic innovative methodological framework is presented, which enables the most appropriate energy system to be selected under different conditions including: Scientific decision support tools for sustainable energy system selection; Fuzzy, grey, and rough sets based multi-criteria decision analysis; Decision-making models under uncertainties; and The combination of life cycle thinking and multi-criteria decision analysis This book is of interest to researchers, engineers, decision makers, and postgraduate students within the field of energy systems, sustainability, and multi-criteria decision analysis.
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