Data Driven Structure Detection In Optimization

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Data Driven Methods for Civil Structural Health Monitoring and Resilience

Author : Mohammad Noori
Publisher : CRC Press
ISBN 13 : 1000965589
Total Pages : 459 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Data Driven Methods for Civil Structural Health Monitoring and Resilience by : Mohammad Noori

Download or read book Data Driven Methods for Civil Structural Health Monitoring and Resilience written by Mohammad Noori and published by CRC Press. This book was released on 2023-10-26 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Driven Methods for Civil Structural Health Monitoring and Resilience: Latest Developments and Applications provides a comprehensive overview of data-driven methods for structural health monitoring (SHM) and resilience of civil engineering structures, mostly based on artificial intelligence or other advanced data science techniques. This allows existing structures to be turned into smart structures, thereby allowing them to provide intelligible information about their state of health and performance on a continuous, relatively real-time basis. Artificial-intelligence-based methodologies are becoming increasingly more attractive for civil engineering and SHM applications; machine learning and deep learning methods can be applied and further developed to transform the available data into valuable information for engineers and decision makers.

Data-Driven Evolutionary Optimization

Author : Yaochu Jin
Publisher : Springer Nature
ISBN 13 : 3030746402
Total Pages : 393 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Data-Driven Evolutionary Optimization by : Yaochu Jin

Download or read book Data-Driven Evolutionary Optimization written by Yaochu Jin and published by Springer Nature. This book was released on 2021-06-28 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly practical guidelines, and state-of-the-art techniques. New algorithms are carefully explained, further elaborated with pseudocode or flowcharts, and full working source code is made freely available. This is followed by a presentation of a variety of data-driven single- and multi-objective optimization algorithms that seamlessly integrate modern machine learning such as deep learning and transfer learning with evolutionary and swarm optimization algorithms. Applications of data-driven optimization ranging from aerodynamic design, optimization of industrial processes, to deep neural architecture search are included.

Data-driven Modeling and Optimization: Applications to Social Computing

Author : Chao Gao
Publisher : Frontiers Media SA
ISBN 13 : 2889769607
Total Pages : 252 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Data-driven Modeling and Optimization: Applications to Social Computing by : Chao Gao

Download or read book Data-driven Modeling and Optimization: Applications to Social Computing written by Chao Gao and published by Frontiers Media SA. This book was released on 2022-09-14 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 10th International Conference on Fracture Fatigue and Wear

Author : Magd Abdel Wahab
Publisher : Springer Nature
ISBN 13 : 9811978085
Total Pages : 124 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the 10th International Conference on Fracture Fatigue and Wear by : Magd Abdel Wahab

Download or read book Proceedings of the 10th International Conference on Fracture Fatigue and Wear written by Magd Abdel Wahab and published by Springer Nature. This book was released on 2022-12-02 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the 10th International Conference on Fracture Fatigue and Wear (FFW 2022), held in the city of Ghent, Belgium, on August 2–3, 2022. The contributions, prepared by international scientists and engineers, cover the latest advances in and innovative applications of fracture mechanics, fatigue of materials, tribology, and wear of materials. In addition, they discuss industrial applications and cover theoretical and analytical methods, numerical simulations, and experimental techniques. The book is intended for academics, including graduate students and researchers, as well as industrial practitioners working in the areas of fracture fatigue and wear.

Proceedings of the 2nd International Conference on Structural Damage Modelling and Assessment

Author : Magd Abdel Wahab
Publisher : Springer Nature
ISBN 13 : 9811672164
Total Pages : 214 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of the 2nd International Conference on Structural Damage Modelling and Assessment by : Magd Abdel Wahab

Download or read book Proceedings of the 2nd International Conference on Structural Damage Modelling and Assessment written by Magd Abdel Wahab and published by Springer Nature. This book was released on 2021-12-04 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises the select proceedings from the 2nd International Conference on Structural Damage Modelling and Assessment (SDMA 2021) held in the city of Ghent, Belgium, on 4–5 August 2021. It discusses the recent advances in fields related to damage modelling, damage detection and assessment, non-destructive testing and evaluation, structure integrity and structural health monitoring. The conference covers all research topics and applications relevant to structural damage modelling and assessment using theoretical, numerical and experimental techniques. This book is useful to scientists and engineers in academia and industry who are interested in the field of structural damage and integrity for disaster risk reduction.

Proceedings of the 4th International Conference on Advances in Civil and Ecological Engineering Research

Author : Chih-Huang Weng
Publisher : Springer Nature
ISBN 13 : 9811957835
Total Pages : 426 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the 4th International Conference on Advances in Civil and Ecological Engineering Research by : Chih-Huang Weng

Download or read book Proceedings of the 4th International Conference on Advances in Civil and Ecological Engineering Research written by Chih-Huang Weng and published by Springer Nature. This book was released on 2022-11-26 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the 4th International Conference on Advances in Civil and Ecological Engineering Research (ACEER 2022). The book covers a wide range of topics, including construction engineering and management hydraulic and hydrologic engineering, air quality and atmospheric pollution, ecological risk assessment and management, restoration and protection of environment, water pollution and treatment, and water recourses engineering. This book also covers state-of-the-art technologies in building sustainable city, resilient buildings, and sustainable issues in relating to civil engineering. It will be useful for researchers and engineers working in the field of civil and ecological engineering.

Data-Driven Prediction for Industrial Processes and Their Applications

Author : Jun Zhao
Publisher : Springer
ISBN 13 : 3319940511
Total Pages : 453 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Data-Driven Prediction for Industrial Processes and Their Applications by : Jun Zhao

Download or read book Data-Driven Prediction for Industrial Processes and Their Applications written by Jun Zhao and published by Springer. This book was released on 2018-08-20 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents modeling methods and algorithms for data-driven prediction and forecasting of practical industrial process by employing machine learning and statistics methodologies. Related case studies, especially on energy systems in the steel industry are also addressed and analyzed. The case studies in this volume are entirely rooted in both classical data-driven prediction problems and industrial practice requirements. Detailed figures and tables demonstrate the effectiveness and generalization of the methods addressed, and the classifications of the addressed prediction problems come from practical industrial demands, rather than from academic categories. As such, readers will learn the corresponding approaches for resolving their industrial technical problems. Although the contents of this book and its case studies come from the steel industry, these techniques can be also used for other process industries. This book appeals to students, researchers, and professionals within the machine learning and data analysis and mining communities.

Advances in Data-Driven Computing and Intelligent Systems

Author : Swagatam Das
Publisher : Springer Nature
ISBN 13 : 9819995183
Total Pages : 567 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Advances in Data-Driven Computing and Intelligent Systems by : Swagatam Das

Download or read book Advances in Data-Driven Computing and Intelligent Systems written by Swagatam Das and published by Springer Nature. This book was released on with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

Author : Steven X. Ding
Publisher : Springer Science & Business Media
ISBN 13 : 1447164105
Total Pages : 306 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems by : Steven X. Ding

Download or read book Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems written by Steven X. Ding and published by Springer Science & Business Media. This book was released on 2014-04-12 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes. With ever increasing demands for reliability, availability and safety in technical processes and assets, process monitoring and fault-tolerance have become important issues surrounding the design of automatic control systems. This text shows the reader how, thanks to the rapid development of information technology, key techniques of data-driven and statistical process monitoring and control can now become widely used in industrial practice to address these issues. To allow for self-contained study and facilitate implementation in real applications, important mathematical and control theoretical knowledge and tools are included in this book. Major schemes are presented in algorithm form and demonstrated on industrial case systems. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems will be of interest to process and control engineers, engineering students and researchers with a control engineering background.

Structural Health Monitoring/Management (SHM) in Aerospace Structures

Author : Fuh-Gwo Yuan
Publisher : Elsevier
ISBN 13 : 0443191492
Total Pages : 536 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Structural Health Monitoring/Management (SHM) in Aerospace Structures by : Fuh-Gwo Yuan

Download or read book Structural Health Monitoring/Management (SHM) in Aerospace Structures written by Fuh-Gwo Yuan and published by Elsevier. This book was released on 2024-04-30 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural Health Monitoring (SHM) Management in Aerospace and Civil Structures provides readers with the spectacular progress that has taken place over the last twenty years with respect to the area of Structural Health Monitoring (SHM) Management. The SHM field encompasses transdisciplinary areas, including smart materials, sensors and actuators, damage diagnosis and prognosis, signal and image processing algorithms, wireless intelligent sensing, data fusion, and energy harvesting. This book focuses on how SHM techniques can be applied to aircraft, mechanical and civil engineering structures with particular emphasis on composite materials.Structural Health Monitoring (SHM) Management in Aerospace and Civil Structures will be a valuable reference resource for R&D managers, materials scientists and engineers working in the aerospace sector as well as for researchers and system designers working in industry, academia and government research agencies developing new systems for the SHM of aerospace, mechanical and civil engineering structures. - Presents new developments in smart materials for sensing and actuation - Discusses new developments in mechanical metamaterials - Presents the latest on signal/imaging processing for damage diagnosis - Explores damage prognosis and integrated vehicle health management (IVHM) - Covers new developments in machine learning and artificial Intelligence

Proceedings of the 2nd International Conference on Advances in Civil Infrastructure and Construction Materials (CICM 2023), Volume 1

Author : M. Shahria Alam
Publisher : Springer Nature
ISBN 13 : 3031632761
Total Pages : 463 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Proceedings of the 2nd International Conference on Advances in Civil Infrastructure and Construction Materials (CICM 2023), Volume 1 by : M. Shahria Alam

Download or read book Proceedings of the 2nd International Conference on Advances in Civil Infrastructure and Construction Materials (CICM 2023), Volume 1 written by M. Shahria Alam and published by Springer Nature. This book was released on with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Mining in Structural Dynamic Analysis

Author : Yun Lai Zhou
Publisher : Springer Nature
ISBN 13 : 9811505012
Total Pages : 175 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Data Mining in Structural Dynamic Analysis by : Yun Lai Zhou

Download or read book Data Mining in Structural Dynamic Analysis written by Yun Lai Zhou and published by Springer Nature. This book was released on 2019-11-22 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the applications of data mining technologies in structural dynamic analysis, including structural design, optimization, parameter identification, model updating, damage identification, in civil, mechanical, and aerospace engineering. These engineering applications require precise structural design, fabrication, inspection, and further monitoring to obtain a full life-cycle analysis, and by focusing on data processing, data mining technologies offer another aspect in structural dynamic analysis. Discussing techniques in time/frequency domain, such as Hilbert transforms, wavelet theory, and machine learning for structural dynamic analysis to help in structural monitoring and diagnosis, the book is an essential reference resource for beginners, graduates and industrial professionals in various fields.

The Eighteenth International Conference on Management Science and Engineering Management

Author : Jiuping Xu
Publisher : Springer Nature
ISBN 13 : 9819750989
Total Pages : 1703 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis The Eighteenth International Conference on Management Science and Engineering Management by : Jiuping Xu

Download or read book The Eighteenth International Conference on Management Science and Engineering Management written by Jiuping Xu and published by Springer Nature. This book was released on with total page 1703 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fuzzy Systems and Data Mining VII

Author : C. Shen
Publisher : IOS Press
ISBN 13 : 1643682156
Total Pages : 494 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Fuzzy Systems and Data Mining VII by : C. Shen

Download or read book Fuzzy Systems and Data Mining VII written by C. Shen and published by IOS Press. This book was released on 2021-11-04 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy systems and data mining are indispensible aspects of the computer systems and algorithms on which the world has come to depend. This book presents papers from FSDM 2021, the 7th International Conference on Fuzzy Systems and Data Mining. The conference, originally due to take place in Seoul, South Korea, was held online on 26-29 October 2021, due to ongoing restrictions connected with the COVID-19 pandemic. The annual FSDM conference provides a platform for knowledge exchange between international experts, researchers, academics and delegates from industry. This year, the committee received 266 submissions, and this book contains 52 papers, including keynotes and invited presentations, oral and poster contributions. The papers cover four main areas: 1) fuzzy theory, algorithms and systems – including topics like stability; 2) fuzzy applications – which are widely used and cover various types of processing as well as hardware and architecture for big data and time series; 3) the interdisciplinary field of fuzzy logic and data mining; and 4) data mining itself. The topic most frequently addressed this year is fuzzy systems. The book offers an overview of research and developments in fuzzy logic and data mining, and will be of interest to all those working in the field of data science.

Advanced technologies for planning and operation of prosumer energy systems

Author : Bin Zhou
Publisher : Frontiers Media SA
ISBN 13 : 2832513255
Total Pages : 1092 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advanced technologies for planning and operation of prosumer energy systems by : Bin Zhou

Download or read book Advanced technologies for planning and operation of prosumer energy systems written by Bin Zhou and published by Frontiers Media SA. This book was released on 2023-04-28 with total page 1092 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing

Author : Y. A. Liu
Publisher : John Wiley & Sons
ISBN 13 : 3527843825
Total Pages : 1027 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing by : Y. A. Liu

Download or read book Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing written by Y. A. Liu and published by John Wiley & Sons. This book was released on 2023-07-25 with total page 1027 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing Detailed resource on the “Why,” “What,” and “How” of integrated process modeling, advanced control and data analytics explained via hands-on examples and workshops for optimizing polyolefin manufacturing. Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing discusses, as well as demonstrates, the optimization of polyolefin production by covering topics from polymer process modeling and advanced process control to data analytics and machine learning, and sustainable design and industrial practice. The text also covers practical problems, handling of real data streams, developing the right level of detail, and tuning models to the available data, among other topics, to allow for easy translation of concepts into practice. Written by two highly qualified authors, Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing includes information on: Segment-based modeling of polymer processes; selection of thermodynamic methods; estimation of physical properties for polymer process modeling Reactor modeling, convergence tips and data-fit tool; free radical polymerization (LDPE, EVA and PS), Ziegler-Natta polymerization (HDPE, PP, LLPDE, and EPDM) and ionic polymerization (SBS rubber) Improved polymer process operability and control through steady-state and dynamic simulation models Model-predictive control of polyolefin processes and applications of multivariate statistics and machine learning to optimizing polyolefin manufacturing Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing enables readers to make full use of advanced computer models and latest data analytics and machine learning tools for optimizing polyolefin manufacturing, making it an essential resource for undergraduate and graduate students, researchers, and new and experienced engineers involved in the polyolefin industry.

Chemoinformatics for Drug Discovery

Author : Jürgen Bajorath
Publisher : John Wiley & Sons
ISBN 13 : 1118743091
Total Pages : 483 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Chemoinformatics for Drug Discovery by : Jürgen Bajorath

Download or read book Chemoinformatics for Drug Discovery written by Jürgen Bajorath and published by John Wiley & Sons. This book was released on 2013-09-25 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemoinformatics strategies to improve drug discovery results With contributions from leading researchers in academia and the pharmaceutical industry as well as experts from the software industry, this book explains how chemoinformatics enhances drug discovery and pharmaceutical research efforts, describing what works and what doesn't. Strong emphasis is put on tested and proven practical applications, with plenty of case studies detailing the development and implementation of chemoinformatics methods to support successful drug discovery efforts. Many of these case studies depict groundbreaking collaborations between academia and the pharmaceutical industry. Chemoinformatics for Drug Discovery is logically organized, offering readers a solid base in methods and models and advancing to drug discovery applications and the design of chemoinformatics infrastructures. The book features 15 chapters, including: What are our models really telling us? A practical tutorial on avoiding common mistakes when building predictive models Exploration of structure-activity relationships and transfer of key elements in lead optimization Collaborations between academia and pharma Applications of chemoinformatics in pharmaceutical research experiences at large international pharmaceutical companies Lessons learned from 30 years of developing successful integrated chemoinformatic systems Throughout the book, the authors present chemoinformatics strategies and methods that have been proven to work in pharmaceutical research, offering insights culled from their own investigations. Each chapter is extensively referenced with citations to original research reports and reviews. Integrating chemistry, computer science, and drug discovery, Chemoinformatics for Drug Discovery encapsulates the field as it stands today and opens the door to further advances.