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Industrial Data Analytics for Diagnosis and Prognosis, Zhou Shiyu


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Цена: 17891.00р.
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При оформлении заказа до: 2025-08-04
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Автор: Zhou Shiyu
Название:  Industrial Data Analytics for Diagnosis and Prognosis
Перевод названия: Шию Чжоу: Анализ промышленных данных для диагностики и прогнозирования
ISBN: 9781119666288
Издательство: Wiley
Классификация:
ISBN-10: 1119666287
Обложка/Формат: Hardcover
Страницы: 352
Вес: 0.63 кг.
Дата издания: 24.06.2021
Язык: English
Размер: 22.91 x 15.19 x 2.06 cm
Читательская аудитория: Professional & vocational
Подзаголовок: A random effects modelling approach
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание:

Discover data analytics methodologies for the diagnosis and prognosis of industrial systems under a unified random effects model

In Industrial Data Analytics for Diagnosis and Prognosis - A Random Effects Modelling Approach, distinguished engineers Shiyu Zhou and Yong Chen deliver a rigorous and practical introduction to the random effects modeling approach for industrial system diagnosis and prognosis. In the books two parts, general statistical concepts and useful theory are described and explained, as are industrial diagnosis and prognosis methods. The accomplished authors describe and model fixed effects, random effects, and variation in univariate and multivariate datasets and cover the application of the random effects approach to diagnosis of variation sources in industrial processes. They offer a detailed performance comparison of different diagnosis methods before moving on to the application of the random effects approach to failure prognosis in industrial processes and systems.

In addition to presenting the joint prognosis model, which integrates the survival regression model with the mixed effects regression model, the book also offers readers:

  • A thorough introduction to describing variation of industrial data, including univariate and multivariate random variables and probability distributions
  • Rigorous treatments of the diagnosis of variation sources using PCA pattern matching and the random effects model
  • An exploration of extended mixed effects model, including mixture prior and Kalman filtering approach, for real time prognosis
  • A detailed presentation of Gaussian process model as a flexible approach for the prediction of temporal degradation signals

Ideal for senior year undergraduate students and postgraduate students in industrial, manufacturing, mechanical, and electrical engineering, Industrial Data Analytics for Diagnosis and Prognosis is also an indispensable guide for researchers and engineers interested in data analytics methods for system diagnosis and prognosis.




Methods of Cancer Diagnosis, Therapy, and Prognosis

Автор: M. A. Hayat
Название: Methods of Cancer Diagnosis, Therapy, and Prognosis
ISBN: 9401777802 ISBN-13(EAN): 9789401777803
Издательство: Springer
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Цена: 48913.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This volume presents a detailed survey of cancers. This volume was written by of various methodologies related to diag- 94 oncologists representing 13 countries. nosis, therapy, and prognosis of ovar- Their practical experience highlights their ian cancer, renal cancer, urinary bladder writings, which should build and further cancer, and cervical uterine cancer, while the endeavors of the readers in this imp- the already published Volumes 1–5 detail tant area of disease. The text of each c- similar aspects of breast, lung, prostate, cer type is divided into subheadings for liver, gastrointestinal, colorectal, and bil- the convenience of the readers. It is my iary tract carcinomas. hope that the current volume will join the It is well established that cancer is the preceding volumes of this series for assi- deadliest of human diseases. The follow- ing in the more complete understanding ing estimated global incidence of seven of globally relevant cancer syndromes. types of cancers discussed in this volume There exists a tremendous, urgent demand indicated the seriousness of this malig- by the public on the scientific community nancy. to address cancer prevention, diagnosis, treatment, and hopefully cures. Cervical uterine cancer 493,342 I am grateful to the contributors for their Urinary bladder cancer 357,000 promptness accepting my suggestions. I respect their dedication and diligent work Leukemia 300,522 in sharing their invaluable knowledge with Renal cancer 208,480 the public through this series.

Bioinformatics for Diagnosis, Prognosis and Treatment of Complex Diseases

Автор: Bairong Shen
Название: Bioinformatics for Diagnosis, Prognosis and Treatment of Complex Diseases
ISBN: 9400779747 ISBN-13(EAN): 9789400779747
Издательство: Springer
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Цена: 20896.00 р.
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Описание: The book introduces the bioinformatics tools, databases and strategies for the translational research, focuses on the biomarker discovery based on integrative data analysis and systems biological network reconstruction.

Dysautonomia, Pots Syndrome: Diagnosis, Symptoms, Treatment, Causes, Doctors, Nervous Disorders, Prognosis, Research, History, Diet, Physical Thera

Автор: Earlstein Frederick
Название: Dysautonomia, Pots Syndrome: Diagnosis, Symptoms, Treatment, Causes, Doctors, Nervous Disorders, Prognosis, Research, History, Diet, Physical Thera
ISBN: 1941070175 ISBN-13(EAN): 9781941070178
Издательство: Неизвестно
Цена: 2283.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Methods of Cancer Diagnosis, Therapy and Prognosis

Автор: M. A. Hayat
Название: Methods of Cancer Diagnosis, Therapy and Prognosis
ISBN: 9048178584 ISBN-13(EAN): 9789048178582
Издательство: Springer
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Цена: 49631.00 р.
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Описание: This book covers all aspects of breast cancer, including diagnosis, treatments, and prognosis. It highlights the efficacy of various anticancer drugs and their side-effects are pointed out, as well as the necessity of age-dependent breast cancer strategies.

Corrosion Processes: Sensing, Monitoring, Data Analytics, Prevention/Protection, Diagnosis/Prognosis and Maintenance Strategies

Автор: Vachtsevanos George, Natarajan K. A., Rajamani Ravi
Название: Corrosion Processes: Sensing, Monitoring, Data Analytics, Prevention/Protection, Diagnosis/Prognosis and Maintenance Strategies
ISBN: 3030328333 ISBN-13(EAN): 9783030328337
Издательство: Springer
Цена: 15372.00 р.
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Описание: Introduction.- Principles of Corrosion Processes.- Corrosion Sensing- Corrosion Prevention.- Corrosion Analytics.- Corrosion Modeling.- Corrosion Diagnosis and Prognosis.- Assessing the Value of Corrosion Mitigation in Electronic Systems Using Cost-Based FMEA - Tin Whisker Mitigation.

Data-Driven Technology for Engineering Systems Health Management: Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisi

Автор: Niu Gang
Название: Data-Driven Technology for Engineering Systems Health Management: Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisi
ISBN: 9811095094 ISBN-13(EAN): 9789811095092
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as feature-based fault diagnosis and prognosis.

Название: Print proceedings of the ASME 2019 Pressure Vessels & Piping Conference (PVP2019): Volume 5: High-Pressure Technology; Rudy Scavuzzo Student Paper Symposium and 27th Annual Student Paper Competition; ASME Nondestructive Evaluation, Diagnosis and Prognosis
ISBN: 0791858960 ISBN-13(EAN): 9780791858967
Издательство: Mare Nostrum (Eurospan)
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Цена: 27027.00 р.
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Описание: A printed collection of 53 full-length, peer-reviewed technical papers. Topics include High-Pressure Technology; Rudy Scavuzzo Student Paper Symposium and 27th Annual Student Paper Competition; and ASME Nondestructive Evaluation, Diagnosis and Prognosis Division (NDPD).

Electrical Systems 2: From Diagnosis to Prognosis

Автор: Abdenour Soualhi, Hubert Razik
Название: Electrical Systems 2: From Diagnosis to Prognosis
ISBN: 1786306085 ISBN-13(EAN): 9781786306081
Издательство: Wiley
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Цена: 22010.00 р.
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Описание: Methods of diagnosis and prognosis play a key role in the reliability and safety of industrial systems. Failure diagnosis requires the use of suitable sensors, which provide signals that are processed to monitor features (health indicators) for defects. These features are required to distinguish between operating states, in order to inform the operator of the severity level, or even the type, of a failure. Prognosis is defined as the estimation of a systems lifespan, including how long remains and how long has passed. It also encompasses the prediction of impending failures. This is a challenge that many researchers are currently trying to address. Electrical Systems, a book in two volumes, informs readers of the theoretical solutions to this problem, and the results obtained in several laboratories in France, Spain and further afield. To this end, many researchers from the scientific community have contributed to this book to share their research results.


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