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Wind Forecasting In Railway Engineering
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Book Synopsis Wind Forecasting in Railway Engineering by : Hui Liu
Download or read book Wind Forecasting in Railway Engineering written by Hui Liu and published by Elsevier. This book was released on 2021-06-17 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wind Forecasting in Railway Engineering presents core and leading-edge technologies in wind forecasting for railway engineering. The title brings together wind speed forecasting and railway wind engineering, offering solutions from both fields. Key technologies are presented, along with theories, modeling steps and comparative analyses of forecasting technologies. Each chapter presents case studies and applications, including typical applications and key issues, analysis of wind field characteristics, optimization methods for the placement of a wind anemometer, single-point time series along railways, deep learning algorithms on single-point wind forecasting, reinforcement learning algorithms, ensemble single-point wind forecasting methods, spatial wind, and data-driven spatial-temporal wind forecasting algorithms. This important book offers practical solutions for railway safety, by bringing together the latest technologies in wind speed forecasting and railway wind engineering into a single volume. Presents the core technologies and most advanced developments in wind forecasting for railway engineering Gives case studies and experimental designs, demonstrating real-world applications Introduces cutting-edge deep learning and reinforcement learning methods Combines the latest thinking from wind engineering and railway engineering Offers a complete solution to wind forecasting in railway engineering for the safety of running trains
Book Synopsis Wind Forecasting in Railway Engineering by : 刘辉
Download or read book Wind Forecasting in Railway Engineering written by 刘辉 and published by . This book was released on 2021 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction by : Harsh S. Dhiman
Download or read book Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction written by Harsh S. Dhiman and published by Academic Press. This book was released on 2020-01-20 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an up-to- date overview on the broad area of wind generation and forecasting, with a focus on the role and need of Machine Learning in this emerging field of knowledge. Various regression models and signal decomposition techniques are presented and analyzed, including least-square, twin support and random forest regression, all with supervised Machine Learning. The specific topics of ramp event prediction and wake interactions are addressed in this book, along with forecasted performance. Wind speed forecasting has become an essential component to ensure power system security, reliability and safe operation, making this reference useful for all researchers and professionals researching renewable energy, wind energy forecasting and generation. Features various supervised machine learning based regression models Offers global case studies for turbine wind farm layouts Includes state-of-the-art models and methodologies in wind forecasting
Book Synopsis Artificial Intelligence for Renewable Energy Systems by : Ajay Kumar Vyas
Download or read book Artificial Intelligence for Renewable Energy Systems written by Ajay Kumar Vyas and published by John Wiley & Sons. This book was released on 2022-03-02 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENCE FOR RENEWABLE ENERGY SYSTEMS Renewable energy systems, including solar, wind, biodiesel, hybrid energy, and other relevant types, have numerous advantages compared to their conventional counterparts. This book presents the application of machine learning and deep learning techniques for renewable energy system modeling, forecasting, and optimization for efficient system design. Due to the importance of renewable energy in today’s world, this book was designed to enhance the reader’s knowledge based on current developments in the field. For instance, the extraction and selection of machine learning algorithms for renewable energy systems, forecasting of wind and solar radiation are featured in the book. Also highlighted are intelligent data, renewable energy informatics systems based on supervisory control and data acquisition (SCADA); and intelligent condition monitoring of solar and wind energy systems. Moreover, an AI-based system for real-time decision-making for renewable energy systems is presented; and also demonstrated is the prediction of energy consumption in green buildings using machine learning. The chapter authors also provide both experimental and real datasets with great potential in the renewable energy sector, which apply machine learning (ML) and deep learning (DL) algorithms that will be helpful for economic and environmental forecasting of the renewable energy business. Audience The primary target audience includes research scholars, industry engineers, and graduate students working in renewable energy, electrical engineering, machine learning, information & communication technology.
Book Synopsis Near Real Time Wind Energy Forecasting Incorporating Wind Tunnel Modeling by : William David Lubitz
Download or read book Near Real Time Wind Energy Forecasting Incorporating Wind Tunnel Modeling written by William David Lubitz and published by . This book was released on 2005 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Shipbuilding & Marine Engineering International by :
Download or read book Shipbuilding & Marine Engineering International written by and published by . This book was released on 1893 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Engineering written by and published by . This book was released on 1925 with total page 1058 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Applications of Artificial Intelligence in Process Systems Engineering by : Jingzheng Ren
Download or read book Applications of Artificial Intelligence in Process Systems Engineering written by Jingzheng Ren and published by Elsevier. This book was released on 2021-06-05 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging areas such as cloud computing, big data, the industrial Internet of Things and deep learning. With process systems engineering's potential to become one of the driving forces for the development of AI technologies, this book covers all the right bases. Explains the concept of machine learning, deep learning and state-of-the-art intelligent algorithms Discusses AI-based applications in process modeling and simulation, process integration and optimization, process control, and fault detection and diagnosis Gives direction to future development trends of AI technologies in chemical and process engineering
Download or read book The Engineering Index written by and published by . This book was released on 1925 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its creation in 1884, Engineering Index has covered virtually every major engineering innovation from around the world. It serves as the historical record of virtually every major engineering innovation of the 20th century. Recent content is a vital resource for current awareness, new production information, technological forecasting and competitive intelligence. The world?s most comprehensive interdisciplinary engineering database, Engineering Index contains over 10.7 million records. Each year, over 500,000 new abstracts are added from over 5,000 scholarly journals, trade magazines, and conference proceedings. Coverage spans over 175 engineering disciplines from over 80 countries. Updated weekly.
Book Synopsis Engineering; an Illustrated Weekly Journal by :
Download or read book Engineering; an Illustrated Weekly Journal written by and published by . This book was released on 1907 with total page 1212 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Deep Excavations in Soil by : John Endicott
Download or read book Deep Excavations in Soil written by John Endicott and published by CRC Press. This book was released on 2020-08-04 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book describes the theory and current practices for design of earth lateral support for deep excavations in soil. It addresses basic principles of soil mechanics and explains how these principles are embodied in design methods including hand calculations. It then introduces the use of numerical methods including the fundamental “beam on springs” models, and then more sophisticated computer programmes which can model soil as a continuum in two or three dimensions. Constitutive relationships are introduced that are in use for representing the behaviour of soil including a strain hardening model, and a Cam Clay model including groundwater flow and coupled consolidation. These methods are illustrated by reference to practical applications and case histories from the author’s direct experience, and some of the pitfalls that can occur are discussed. Theory and design are strongly tied to construction practice, with emphasis on monitoring the retaining structures and movement of surrounding ground and structures, in the context of safety and the Observational Method. Examples are presented for conventional “Bottom-up” and “Top-down” sequences, along with hybrid sequences giving tips on how to optimise the design and effect economies of cost and time for construction. It is written for practising geotechnical, civil and structural engineers, and especially for senior and MSc students.
Download or read book The Engineer written by and published by . This book was released on 1883 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Wind Power Ensemble Forecasting by : André Gensler
Download or read book Wind Power Ensemble Forecasting written by André Gensler and published by kassel university press GmbH. This book was released on 2019-01-16 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis describes performance measures and ensemble architectures for deterministic and probabilistic forecasts using the application example of wind power forecasting and proposes a novel scheme for the situation-dependent aggregation of forecasting models. For performance measures, error scores for deterministic as well as probabilistic forecasts are compared, and their characteristics are shown in detail. For the evaluation of deterministic forecasts, a categorization by basic error measure and normalization technique is introduced that simplifies the process of choosing an appropriate error measure for certain forecasting tasks. Furthermore, a scheme for the common evaluation of different forms of probabilistic forecasts is proposed. Based on the analysis of the error scores, a novel hierarchical aggregation technique for both deterministic and probabilistic forecasting models is proposed that dynamically weights individual forecasts using multiple weighting factors such as weather situation and lead time dependent weighting. In the experimental evaluation it is shown that the forecasting quality of the proposed technique is able to outperform other state of the art forecasting models and ensembles.
Author :United States. Environmental Science Services Administration. Scientific Information and Documentation Division Publisher : ISBN 13 : Total Pages :304 pages Book Rating :4.:/5 (31 download)
Book Synopsis ESSA Libraries Holdings in Oceanography and Marine Meteorology, 1710-1967: Systematic indexes by : United States. Environmental Science Services Administration. Scientific Information and Documentation Division
Download or read book ESSA Libraries Holdings in Oceanography and Marine Meteorology, 1710-1967: Systematic indexes written by United States. Environmental Science Services Administration. Scientific Information and Documentation Division and published by . This book was released on 1969 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Street Railway Bulletin written by and published by . This book was released on 1908 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis XIV International Scientific Conference “INTERAGROMASH 2021” by : Alexey Beskopylny
Download or read book XIV International Scientific Conference “INTERAGROMASH 2021” written by Alexey Beskopylny and published by Springer Nature. This book was released on 2021-11-10 with total page 1021 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains proceedings of the International Scientific Conference on Precision Agriculture and Agricultural Machinery Industry INTERAGROMASH 2021. It is a collection of original and fundamental research papers in areas such as agricultural machinery, agricultural materials science, construction of agricultural facilities, training of specialists in the field of agriculture, and other topics. Each of the presented chapters has undeniable scientific value and novelty in the corresponding research areas. The book is aimed for professionals and practitioners, for researchers, scholars, and producers. The materials presented here can be used in the educational process at specific agricultural universities or during vocational training at enterprises and will become an indispensable helper to farm managers in making the best agronomic decisions. The book is also useful for representatives of regional authorities, as it gives an idea of existing high-tech solutions for agriculture.
Book Synopsis Improving Short-term Wind Power Forecasting Through Measurements and Modeling of the Tehachapi Wind Resource Area by : Aubryn Cooperman
Download or read book Improving Short-term Wind Power Forecasting Through Measurements and Modeling of the Tehachapi Wind Resource Area written by Aubryn Cooperman and published by . This book was released on 2018 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt:
