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Data Analytics in the Era of the Industrial Internet of Things, Dagnino Aldo


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Автор: Dagnino Aldo
Название:  Data Analytics in the Era of the Industrial Internet of Things
ISBN: 9783030631383
Издательство: Springer
Классификация:



ISBN-10: 3030631389
Обложка/Формат: Hardcover
Страницы: 133
Вес: 0.39 кг.
Дата издания: 19.03.2021
Язык: English
Размер: 23.39 x 15.60 x 0.97 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: Chapter 1: Industrial Internet of Things FrameworkLayered View of IIoT systemsAnalytics Capabilities in IIoT Systems Can Increase Job Satisfaction Examples of IIoT Business Models Power Distribution Systems in the IIoTIIoT in Process Control Alarm Management Power Generation Turbines Anomaly Detection Increase Share of Wallet of Industrial Services and Products Power Transformers and Utility Equipment Analysis Demand Forecast of Products and Spare Parts ReferencesChapter 2: Industrial AnalyticsMachine Learning Supervised Machine Learning Decision Trees for Classification and RegressionRandom Forest Classification and Regression Neural Networks for Classification and Regression Sentiment Analysis and Machine Learning Support Vector Machines Unsupervised Machine Learning Association Rule MiningK-Means Clustering Anomaly Detection Machine LearningAnalytic Conduits References Chapter 3: Machine Learning to Predict Fault Events in Power Distribution Systems Problem Statement Background Data for Forecasting Fault Events in Power Distribution Grids Forecasting Fault Events Creation of Machine Learning Models Zone Prediction ModelsSubstation Prediction ModelsInfrastructure Prediction ModelsFeeder Prediction ModelsProactive Fault Analytics Helps Improving the Business Model and Employee SatisfactionReferencesChapter 4: Analyzing Events and Alarms in Control Systems Problem StatementBackgroundAnatomy of Alarms in IIoT Distributed Control SystemsAlarm Data Alarm Management Analytics Models Sequence Pattern Mining and Association Rule MiningAlarm Baskets Alarm De-chattering AnalysisAlarm Sequence AnalysisMeasures of Significance or Metrics for Sequence AnalysisEnhancing Expert Knowledge of Plant Operations Through Advanced Analytics Alarm ManagementReferencesChapter 5: Condition Monitoring of Rotating Machines in Power Generation Plants Problem Statement BackgroundTurbine Telemetry DataAnalytics for Anomaly Detection of Rotating MachinesStatistical Analysis of Turbine DataClustering Analysis of Turbine DataAnomaly Detection Using Connectivity-based Outlier FactorEnhancing Domain Knowledge of Power Engineers Through Anomaly Detection SystemReferencesChapter 6: Machine Learning Recommender for New Products and Services Problem StatementBackgroundHistorical DataProduct and Services Recommender AnalyticsCustomer Classification AnalyticsMarket Basket AnalysisSentiment Analysis Enhancing Domain Knowledge of Service Engineer Salespeople Through the Product and Services Recommender System ReferencesChapter 7: Managing Analytic Projects in the IIoT Enterprise Definition Phases of an Analytics Project in the IIoT Enterprise Delivery Framework for IIoT Advanced Analytics ProjectsSustaining Phase Requirements Engineering Project Management Process Data Preparation Phase Analytics and Implementation Phase Technical Solution Process Verification and Validation Processes Agile Kanban Development Lifecycle Barrie


Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner

Автор: Galit Shmueli, Peter C. Bruce, Nitin R. Patel
Название: Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner
ISBN: 1118729277 ISBN-13(EAN): 9781118729274
Издательство: Wiley
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Цена: 17741.00 р.
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Описание: Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner(R), Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies.

Internet of Things and Data Analytics Handbook

Автор: Geng
Название: Internet of Things and Data Analytics Handbook
ISBN: 1119173647 ISBN-13(EAN): 9781119173649
Издательство: Wiley
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Цена: 20742.00 р.
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Описание: This book examines the Internet of Things (IoT) and Data Analytics from a technical, application, and business point of view.

Internet of Things: What You Need to Know About IoT, Big Data, Predictive Analytics, Artificial Intelligence, Machine Learning, Cybersecur

Автор: Wilkins Neil
Название: Internet of Things: What You Need to Know About IoT, Big Data, Predictive Analytics, Artificial Intelligence, Machine Learning, Cybersecur
ISBN: 1647481341 ISBN-13(EAN): 9781647481346
Издательство: Неизвестно
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Цена: 4137.00 р.
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Commercial and Industrial Internet of Things Applications with the Raspberry Pi: Prototyping Iot Solutions

Автор: Culic Ioana, Radovici Alexandru, Rusu Cristian
Название: Commercial and Industrial Internet of Things Applications with the Raspberry Pi: Prototyping Iot Solutions
ISBN: 1484252950 ISBN-13(EAN): 9781484252956
Издательство: Springer
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Цена: 6288.00 р.
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Описание: Use the Raspberry Pi and modern computing techniques to build industrial Internet of Things systems. Principles and theoretical aspects of IoT technologies combine with hands-on projects leading to detailed descriptions of several industrial IoT applications. This book presents real-life IoT applications based on the Raspberry Pi, beyond the relatively simplistic demos built for educational purposes or hobbyists.

You'll make the transition from tinkering with a couple of sensors and simple devices to building fully developed products for commercial use and industrial systems. You'll also work with sensors and actuators, web technologies used for communications in IoT networks, and the large-scale deployment of IoT software solutions. And see how to design these systems as well as maintain them long term.

See the Raspberry Pi in a new light that highlights the true industrial potential of the device. Move beyond connecting an LED to the Raspberry Pi and making it blink to actually managing a network of IoT devices. What You'll LearnDesign industrial and large scale professional Internet of Things systems Extend your basic IoT knowledge by building advanced productsLearn how large scale IoT systems are deployed and maintainedWho This Book Is ForAdvanced hobbyists who want to stretch their abilities into the professional sector.

Also professional industrial engineers looking for low-cost solutions to basic IoT needs.

Protocols and Applications for the Industrial Internet of Things

Автор: Cristian Gonzalez Garcia, Vicente Garcia-Diaz, B.
Название: Protocols and Applications for the Industrial Internet of Things
ISBN: 1522538054 ISBN-13(EAN): 9781522538059
Издательство: Mare Nostrum (Eurospan)
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Цена: 31324.00 р.
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Описание: The Internet of Things (IoT) has become a major influence on the development of new technologies and innovations. When utilized properly, these applications can enhance business functions and make them easier to perform.Protocols and Applications for the Industrial Internet of Things discusses and addresses the difficulties, challenges, and applications of IoT in industrial processes and production and work life. Featuring coverage on a broad range of topics such as industrial process control, machine learning, and data mining, this book is geared toward academicians, computer engineers, students, researchers, and professionals seeking current and relevant research on applications of the IoT.

Plunkett`s Internet of Things (IoT) & Data Analytics Industry Almanac 2021

Автор: Jack W. Plunkett
Название: Plunkett`s Internet of Things (IoT) & Data Analytics Industry Almanac 2021
ISBN: 1628315911 ISBN-13(EAN): 9781628315912
Издательство: Mare Nostrum (Eurospan)
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Цена: 47651.00 р.
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Описание: This carefully-researched book covers exciting trends in the dynamic technologies and business sectors of the Internet of Things (IOT) and Machine-to-Machine Communications (M2M). Many industries have put IOT and networked M2M sensors or nodes to work and continue to invest very heavily in advanced research and development (R&D). Today, IOT has synergies with many highly advanced technologies such as artificial intelligence, agtech, transportation equipment, industrial equipment, controls, automation, wireless networks and predictive analytics. This book includes complete details on the innovative, disruptive technologies based on IOT and M2M, plus our analysis of the practical applications of IOT that will lead to exciting new products and services over the mid-term. This reference tool includes statistical tables and thorough market discussions, as well as our highly respected trends analysis. It contains thousands of contacts for business and industry leaders, industry associations, Internet sites and other resources. The corporate section includes our proprietary, in-depth profiles of over 300 leading companies in all facets of IOT, both public and private, U.S. and international. Here you'll find complete profiles of companies that are making news today--the largest, most successful corporations in the IOT business and related sectors. You'll find a complete overview, industry analysis and market research report in one superb, value-priced package.

The Internet of Things and Big Data Analytics

Название: The Internet of Things and Big Data Analytics
ISBN: 0367342898 ISBN-13(EAN): 9780367342890
Издательство: Taylor&Francis
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Цена: 12095.00 р.
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Описание: This book is presents academic and practical research in IoT and big data. With contributions from both practitioners and academic researchers, the book examines new technology and compares it to existing technology. Experimental case studies are related to real-time scenarios.

Internet of Things: What You Need to Know about Iot, Big Data, Predictive Analytics, Artificial Intelligence, Machine Learning, Cybersecur

Автор: Wilkins Neil
Название: Internet of Things: What You Need to Know about Iot, Big Data, Predictive Analytics, Artificial Intelligence, Machine Learning, Cybersecur
ISBN: 1799092216 ISBN-13(EAN): 9781799092216
Издательство: Неизвестно
Цена: 2343.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: If you want to learn about the Internet of Things, then keep reading...

You were just woken up in the middle of the night by smart lightbulbs in your house blasting at full power for no reason.

Your bleary-eyed investigation shows they tried to download a firmware update and failed. At that moment, Alexa starts quietly whispering sweet nonsense to herself in the corner and Roomba starts slamming into the nearest wall.

What do you do?

Is your house haunted or have the machines finally started an uprising? Neither - it's just another day in the IoT wonderland.

This book reveals the concepts and methods powering perhaps the most ambitious technological concept of the twenty-first century - the Internet of Things (IoT) - and parades all the ridiculously named gadgets techies imagined to saturate the market before the competition.

Mystical, cheap and scalable, the idea of IoT attracts creative grifters of all shapes and sizes to try their luck in pushing yet another completely unnecessary gadget to the market in hopes of fleecing gullible buyers.

Some of the topics you'll find in the book are:

  • Origins of IoT
  • IoT Security
  • Ethical Hacking
  • Internet of Things
  • Under The Cushy Foot of Tech Giants
  • The Power of Infinite Funds
  • IoT Toys
  • Bio-robotics
  • Predictive Analytics
  • Machine Learning
  • Artificial Intelligence
  • Cybersecurity
  • Big Data
  • Business Intelligence
  • Augmented Reality
  • Virtual Reality
  • Our Future
  • And much, much more
If you want to learn more about the Internet of Things, then scroll up and click "add to cart"
Internet of Things and Big Data Analytics Toward Next-Generation Intelligence

Автор: Nilanjan Dey; Aboul Ella Hassanien; Chintan Bhatt;
Название: Internet of Things and Big Data Analytics Toward Next-Generation Intelligence
ISBN: 3319604341 ISBN-13(EAN): 9783319604343
Издательство: Springer
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Цена: 30745.00 р.
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Описание:

This book highlights state-of-the-art research on big data and the Internet of Things (IoT), along with related areas to ensure efficient and Internet-compatible IoT systems. It not only discusses big data security and privacy challenges, but also energy-efficient approaches to improving virtual machine placement in cloud computing environments.

Big data and the Internet of Things (IoT) are ultimately two sides of the same coin, yet extracting, analyzing and managing IoT data poses a serious challenge. Accordingly, proper analytics infrastructures/platforms should be used to analyze IoT data. Information technology (IT) allows people to upload, retrieve, store and collect information, which ultimately forms big data. The use of big data analytics has grown tremendously in just the past few years. At the same time, the IoT has entered the public consciousness, sparking people's imaginations as to what a fully connected world can offer.

Further, the book discusses the analysis of real-time big data to derive actionable intelligence in enterprise applications in several domains, such as in industry and agriculture. It explores possible automated solutions in daily life, including structures for smart cities and automated home systems based on IoT technology, as well as health care systems that manage large amounts of data (big data) to improve clinical decisions.

The book addresses the security and privacy of the IoT and big data technologies, while also revealing the impact of IoT technologies on several scenarios in smart cities design. Intended as a comprehensive introduction, it offers in-depth analysis and provides scientists, engineers and professionals the latest techniques, frameworks and strategies used in IoT and big data technologies.

Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications

Автор: Gupta Deepak, Hugo C. de Albuquerque Victor, Khanna Ashish
Название: Smart Sensors for Industrial Internet of Things: Challenges, Solutions and Applications
ISBN: 3030526232 ISBN-13(EAN): 9783030526238
Издательство: Springer
Цена: 25155.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Introduction.- Section 1: Industrial Internet of things (IIoT).- Introduction to Industrial Internet of things (IIoT).- IIoT Architecture.- IIoT Key Technologies .- IIoT Use Cases.- Section 2: Smart Sensors for IIoT.- How Smart? - Role of Smart Sensors in IIoT.- Challenges to IIoT Smart Sensor Manufacturing and Deployment.- Section 3: IIoT Smart.- Sensors and Business Aspects.- Smart Sensor IIoT Businesses.- Predictive Analytics with Sensor Data.- Efficient Business Predictions .- Section 4: IIoT Smart Sensors Potential and Applications.- Potential and Importance of Smart Sensors for IIoT.- Real-World Applications of Smart Sensor IIoT.- Section 5: IIoT Smart Sensor Case Studies.- Connected Vehicles - Intelligent Transport Systems.- Internet of Drones.- Precision Farming/Agriculture.- Healthcare.- Conclusion.

Industrial Internet of Things and Cyber-Physical Systems: Transforming the Conventional to Digital

Автор: Pardeep Kumar, Vasaki Ponnusamy, Vishal Jain
Название: Industrial Internet of Things and Cyber-Physical Systems: Transforming the Conventional to Digital
ISBN: 1799828042 ISBN-13(EAN): 9781799828044
Издательство: Mare Nostrum (Eurospan)
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Цена: 22869.00 р.
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Описание: With the help of artificial intelligence, machine learning, and big data analytics, the internet of things (IoT) is creating partnerships within industry where machines, processes, and humans communicate with one another. As this radically changes traditional industrial operations, this results in the rapid design, cheap manufacture, and effective customization of products. Answering the growing demand of customers and their preferences has become a challenge for such partnerships.

Industrial Internet of Things and Cyber-Physical Systems: Transforming the Conventional to Digital is a collection of innovative research that discusses development, implementation, and business impacts of IoT technologies on sustainable societal development and improved life quality. Highlighting a wide range of topics such as green technologies, wireless networks, and IoT policy, this book is ideally designed for technology developers, entrepreneurs, industrialists, programmers, engineers, technicians, researchers, academicians, and students.

Blockchain and AI Technology in the Industrial Internet of Things

Автор: Chittaranjan Hota, Guangzhi Qu, Sian Lun Lau, Subhendu Kumar Pani, Xingcheng Liu
Название: Blockchain and AI Technology in the Industrial Internet of Things
ISBN: 1799866947 ISBN-13(EAN): 9781799866947
Издательство: Mare Nostrum (Eurospan)
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Цена: 35897.00 р.
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Описание: Blockchain and artificial intelligence (AI) in industrial internet of things is an emerging field of research at the intersection of information science, computer science, and electronics engineering. The radical digitization of industry coupled with the explosion of the internet of things (IoT) has set up a paradigm shift for industrial and manufacturing companies. There exists a need for a comprehensive collection of original research of the best performing methods and state-of-the-art approaches in this area of blockchain, AI, and the industrial internet of things in this new era for industrial and manufacturing companies.

Blockchain and AI Technology in the Industrial Internet of Things compares different approaches to the industrial internet of things and explores the direct impact blockchain and AI technology have on the betterment of the human life. The chapters provide the latest advances in the field and provide insights and concerns on the concept and growth of the industrial internet of things. While including research on security and privacy, supply chain management systems, performance analysis, and a variety of industries, this book is ideal for professionals, researchers, managers, technologists, security analysts, executives, practitioners, researchers, academicians, and students looking for advanced research and information on the newest technologies, advances, and approaches for blockchain and AI in the industrial internet of things.


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