Process Safety and Big Data

Process Safety and Big Data
Author: Sagit Valeev,Natalya Kondratyeva
Publsiher: Elsevier
Total Pages: 312
Release: 2021-02-18
ISBN 10: 0128220678
ISBN 13: 9780128220672
Language: EN, FR, DE, ES & NL

Process Safety and Big Data Book Review:

Process Safety and Big Data discusses the principles of process safety and advanced information technologies. It explains how these principles are applied to the process industry and provides examples of applications in process safety control and decision support systems. This book helps to address problems that researchers face in industry that are the result of increased process complexity and that have an impact on safety issues. It shows ways to tackle these safety issues by implementing modern information technologies, such as big data analysis and artificial intelligence. It provides an integrated approach to modern information technologies used in control and management of process safety in industry. The book also considers indicators and criteria in effective safety decisions, and addresses the issue of how big data would provide support for improved, autonomous, data-driven decisions. Paves the way for the digital transformation of safety science and safety management Takes a system approach to advanced information technologies used in process safety Applies big data technologies to process safety Includes multiple pertinent case studies

Methods to Assess and Manage Process Safety in Digitalized Process System

Methods to Assess and Manage Process Safety in Digitalized Process System
Author: Anonim
Publsiher: Academic Press
Total Pages: 672
Release: 2022-07-15
ISBN 10: 0323988989
ISBN 13: 9780323988988
Language: EN, FR, DE, ES & NL

Methods to Assess and Manage Process Safety in Digitalized Process System Book Review:

Methods to Assess and Manage Process Safety in Digitalized Process System, Volume Six, the latest release in the Methods in Chemical Process Safety series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Methods in Chemical Process Safety series Provides the authority and expertise of leading contributors from an international board of authors

Methods in Chemical Process Safety

Methods in Chemical Process Safety
Author: Anonim
Publsiher: Academic Press
Total Pages: 454
Release: 2020-06-26
ISBN 10: 0128218258
ISBN 13: 9780128218259
Language: EN, FR, DE, ES & NL

Methods in Chemical Process Safety Book Review:

Methods in Chemical Process Safety, Volume Four focuses on the process of learning from experience, including elements of process safety management, human factors in the chemical process industries, and the regulation of chemical process safety, including current approaches. Users will find this book to be an informative tool and user manual for process safety for a variety of professionals with this new release focusing on Advanced Methods of Risk Assessment and Management, Logic Based Methods for Dynamic Risk Assessment, Bayesian Methods for Dynamic Risk Assessment, Data Driven Methods, Rare Event Risk Assessment, Risk Management and Multi Criteria, and much more. Helps acquaint the reader/researcher with the fundamentals of process safety Provides the most recent advancements and contributions on the topic from a practical point-of-view Presents users with the views/opinions of experts in each topic Includes a selection of authors who are leading researchers and/or practitioners for each given topic

Applications and Challenges of Maintenance and Safety Engineering in Industry 4 0

Applications and Challenges of Maintenance and Safety Engineering in Industry 4 0
Author: Martinetti, Alberto,Demichela, Micaela,Singh, Sarbjeet
Publsiher: IGI Global
Total Pages: 321
Release: 2020-06-26
ISBN 10: 1799839052
ISBN 13: 9781799839057
Language: EN, FR, DE, ES & NL

Applications and Challenges of Maintenance and Safety Engineering in Industry 4 0 Book Review:

To plan, build, monitor, maintain, and dispose of products and assets properly, maintenance and safety requirements must be implemented and followed. A lack of maintenance and safety protocols leads to accidents and environmental disasters as well as unexpected downtime that costs businesses money and time. With the arrival of the Fourth Industrial Revolution and evolving technological tools, it is imperative that safety and maintenance practices be reexamined. Applications and Challenges of Maintenance and Safety Engineering in Industry 4.0 is a collection of innovative research that addresses safety and design for maintenance and reducing the factors that influence and degrade human performance and that provides technological advancements and emergent technologies that reduce the dependence on operator capabilities. Highlighting a wide range of topics including management analytics, internet of things (IoT), and maintenance, this book is ideally designed for engineers, software designers, technology developers, managers, safety officials, researchers, academicians, and students.

Process Safety Management and Human Factors

Process Safety Management and Human Factors
Author: Waddah S. Ghanem Al Hashmi
Publsiher: Butterworth-Heinemann
Total Pages: 346
Release: 2020-11-13
ISBN 10: 0128181109
ISBN 13: 9780128181102
Language: EN, FR, DE, ES & NL

Process Safety Management and Human Factors Book Review:

Process Safety Management and Human Factors: A Practitioner's Experiential Approach addresses human factors in process safety management (PSM) from a reflective learning approach. The book is written by engineers and technical specialists who spent the last 15-20 years of their professional career looking at behavioral-based safety, human factor research, and safety culture development in organizations. It is a fundamental resource for operational, technical and safety managers in high-risk industries who need to focus on personal and occupational safety management to prevent safety accidents. Real-life examples illustrate how a good, effective understanding of human factors supports PSM and positive impacts on accident occurrence. Covers the evolution and background of process safety management Shows how to integrate and augment process safety management with operational excellence and health, safety and environment management systems Focuses on human factors in process safety management Includes many real-life case studies from the collective experience of the book's authors

Process Operational Safety and Cybersecurity

Process Operational Safety and Cybersecurity
Author: Zhe Wu,Panagiotis D. Christofides
Publsiher: Springer Nature
Total Pages: 277
Release: 2021-06-09
ISBN 10: 3030711838
ISBN 13: 9783030711832
Language: EN, FR, DE, ES & NL

Process Operational Safety and Cybersecurity Book Review:

This book is focused on the development of rigorous, yet practical, methods for the design of advanced process control systems to improve process operational safety and cybersecurity for a wide range of nonlinear process systems. Process Operational Safety and Cybersecurity develops designs for novel model predictive control systems accounting for operational safety considerations, presents theoretical analysis on recursive feasibility and simultaneous closed-loop stability and safety, and discusses practical considerations including data-driven modeling of nonlinear processes, characterization of closed-loop stability regions and computational efficiency. The text then shifts focus to the design of integrated detection and model predictive control systems which improve process cybersecurity by efficiently detecting and mitigating the impact of intelligent cyber-attacks. The book explores several key areas relating to operational safety and cybersecurity including: machine-learning-based modeling of nonlinear dynamical systems for model predictive control; a framework for detection and resilient control of sensor cyber-attacks for nonlinear systems; insight into theoretical and practical issues associated with the design of control systems for process operational safety and cybersecurity; and a number of numerical simulations of chemical process examples and Aspen simulations of large-scale chemical process networks of industrial relevance. A basic knowledge of nonlinear system analysis, Lyapunov stability techniques, dynamic optimization, and machine-learning techniques will help readers to understand the methodologies proposed. The book is a valuable resource for academic researchers and graduate students pursuing research in this area as well as for process control engineers. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Advances in Big Data

Advances in Big Data
Author: Plamen Angelov,Yannis Manolopoulos,Lazaros Iliadis,Asim Roy,Marley Vellasco
Publsiher: Springer
Total Pages: 348
Release: 2016-10-20
ISBN 10: 3319478982
ISBN 13: 9783319478982
Language: EN, FR, DE, ES & NL

Advances in Big Data Book Review:

The book offers a timely snapshot of neural network technologies as a significant component of big data analytics platforms. It promotes new advances and research directions in efficient and innovative algorithmic approaches to analyzing big data (e.g. deep networks, nature-inspired and brain-inspired algorithms); implementations on different computing platforms (e.g. neuromorphic, graphics processing units (GPUs), clouds, clusters); and big data analytics applications to solve real-world problems (e.g. weather prediction, transportation, energy management). The book, which reports on the second edition of the INNS Conference on Big Data, held on October 23–25, 2016, in Thessaloniki, Greece, depicts an interesting collaborative adventure of neural networks with big data and other learning technologies.

Production Safety and Teamwork in a Deep Level Mining Workplace

Production  Safety and Teamwork in a Deep Level Mining Workplace
Author: Sizwe Timothy Phakathi
Publsiher: Emerald Group Publishing
Total Pages: 280
Release: 2017-11-23
ISBN 10: 1787149765
ISBN 13: 9781787149762
Language: EN, FR, DE, ES & NL

Production Safety and Teamwork in a Deep Level Mining Workplace Book Review:

The book highlights the day-to-day lived experience of miners’ work and organisational practices that shape the day-to-day running of the production process in a deep-level mining workplace.

Industry 4 0 and Climate Change

Industry 4 0 and Climate Change
Author: Rajeev Agrawal,J. Paulo Davim,Maria L.R. Varela,Monica Sharma
Publsiher: CRC Press
Total Pages: 297
Release: 2022-10-17
ISBN 10: 1000728587
ISBN 13: 9781000728583
Language: EN, FR, DE, ES & NL

Industry 4 0 and Climate Change Book Review:

At present, both Industry 4.0 and industrial engineering management developments are reshaping the industrial sector worldwide. Industry 4.0 and sustainability are considered as the crucial emerging trends in industrial production systems. The resulting transformations are changing production modes from traditional to digital, intelligent, and decentralized. It is expected that Industry 4.0 will help drive sustainability in industries thanks to the implementation of advanced technology and a move towards social sustainability. This book reflects on the consequences of the transition to Industry 4.0 for climate change. The book presents a systemic overview of the current negative impacts of digitization on the environment and showcases a new outline of the energy domain and expected changes in environmental pollution levels under Industry 4.0. It also analyzes the ecological consequences of the growth and development of Industry 4.0 and considers Industry 4.0 as an alternative to fighting climate change, in the sense of shifting the global community’s attention from environmental protection to consolidation of the digital economy. This book will be of interest to academicians and practitioners in the fields of climate change and development of Industry 4.0, and it will contribute to national economic policies for fighting climate change and corporate strategies of sustainable development under Industry 4.0.

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
Author: John Macintyre
Publsiher: Springer Nature
Total Pages: 999
Release: 2021
ISBN 10: 3030895114
ISBN 13: 9783030895112
Language: EN, FR, DE, ES & NL

The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy Book Review:

This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.

Industrial Engineering in the Big Data Era

Industrial Engineering in the Big Data Era
Author: Fethi Calisir,Emre Cevikcan,Hatice Camgoz Akdag
Publsiher: Springer
Total Pages: 513
Release: 2019-01-23
ISBN 10: 3030033171
ISBN 13: 9783030033170
Language: EN, FR, DE, ES & NL

Industrial Engineering in the Big Data Era Book Review:

This book gathers extended versions of the best papers presented at the Global Joint Conference on Industrial Engineering and Its Application Areas (GJCIE), held in Nevsehir, Turkey, on June 21-22, 2018. They reports on industrial engineering methods and applications, with a special focus on the advantages and challenges posed by Big data in this field. The book covers a wide range of topics, including decision making, optimization, supply chain management and quality control.

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City
Author: Mohammed Atiquzzaman,Neil Yen,Zheng Xu
Publsiher: Springer Nature
Total Pages: 2016
Release: 2020-01-11
ISBN 10: 9811525684
ISBN 13: 9789811525681
Language: EN, FR, DE, ES & NL

Big Data Analytics for Cyber Physical System in Smart City Book Review:

This book gathers a selection of peer-reviewed papers presented at the first Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2019) conference, held in Shengyang, China, on 28–29 December 2019. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Safety and Security Issues in Technical Infrastructures

Safety and Security Issues in Technical Infrastructures
Author: Rehak, David,Bernatik, Ales,Dvorak, Zdenek,Hromada, Martin
Publsiher: IGI Global
Total Pages: 499
Release: 2020-04-17
ISBN 10: 1799830608
ISBN 13: 9781799830603
Language: EN, FR, DE, ES & NL

Safety and Security Issues in Technical Infrastructures Book Review:

In the modern age of urbanization, the mass population is becoming progressively reliant on technical infrastructures. These industrial buildings provide integral services to the general public including the delivery of energy, information and communication technologies, and maintenance of transport networks. The safety and security of these structures is crucial as new threats are continually emerging. Safety and Security Issues in Technical Infrastructures is a pivotal reference source that provides vital research on the modernization of occupational security and safety practices within information technology-driven buildings. While highlighting topics such as explosion process safety, nanotechnology, and infrastructural risk analysis, this publication explores current risks and uncertainties and the raising of comprehensive awareness for experts in this field. This book is ideally designed for security managers, safety personnel, civil engineers, architects, researchers, construction professionals, strategists, educators, material scientists, property owners, and students.

Application of Big Data Blockchain and Internet of Things for Education Informatization

Application of Big Data  Blockchain  and Internet of Things for Education Informatization
Author: Mian Ahmad Jan
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN 10: 3030879038
ISBN 13: 9783030879037
Language: EN, FR, DE, ES & NL

Application of Big Data Blockchain and Internet of Things for Education Informatization Book Review:

Managerial Perspectives on Intelligent Big Data Analytics

Managerial Perspectives on Intelligent Big Data Analytics
Author: Sun, Zhaohao
Publsiher: IGI Global
Total Pages: 335
Release: 2019-02-22
ISBN 10: 1522572783
ISBN 13: 9781522572787
Language: EN, FR, DE, ES & NL

Managerial Perspectives on Intelligent Big Data Analytics Book Review:

Big data, analytics, and artificial intelligence are revolutionizing work, management, and lifestyles and are becoming disruptive technologies for healthcare, e-commerce, and web services. However, many fundamental, technological, and managerial issues for developing and applying intelligent big data analytics in these fields have yet to be addressed. Managerial Perspectives on Intelligent Big Data Analytics is a collection of innovative research that discusses the integration and application of artificial intelligence, business intelligence, digital transformation, and intelligent big data analytics from a perspective of computing, service, and management. While highlighting topics including e-commerce, machine learning, and fuzzy logic, this book is ideally designed for students, government officials, data scientists, managers, consultants, analysts, IT specialists, academicians, researchers, and industry professionals in fields that include big data, artificial intelligence, computing, and commerce.

Applications of Big Data in Large and Small Scale Systems

Applications of Big Data in Large  and Small Scale Systems
Author: Goundar, Sam,Rayani, Praveen Kumar
Publsiher: IGI Global
Total Pages: 377
Release: 2021-01-15
ISBN 10: 1799866750
ISBN 13: 9781799866756
Language: EN, FR, DE, ES & NL

Applications of Big Data in Large and Small Scale Systems Book Review:

With new technologies, such as computer vision, internet of things, mobile computing, e-governance and e-commerce, and wide applications of social media, organizations generate a huge volume of data and at a much faster rate than several years ago. Big data in large-/small-scale systems, characterized by high volume, diversity, and velocity, increasingly drives decision making and is changing the landscape of business intelligence. From governments to private organizations, from communities to individuals, all areas are being affected by this shift. There is a high demand for big data analytics that offer insights for computing efficiency, knowledge discovery, problem solving, and event prediction. To handle this demand and this increase in big data, there needs to be research on innovative and optimized machine learning algorithms in both large- and small-scale systems. Applications of Big Data in Large- and Small-Scale Systems includes state-of-the-art research findings on the latest development, up-to-date issues, and challenges in the field of big data and presents the latest innovative and intelligent applications related to big data. This book encompasses big data in various multidisciplinary fields from the medical field to agriculture, business research, and smart cities. While highlighting topics including machine learning, cloud computing, data visualization, and more, this book is a valuable reference tool for computer scientists, data scientists and analysts, engineers, practitioners, stakeholders, researchers, academicians, and students interested in the versatile and innovative use of big data in both large-scale and small-scale systems.

Applications of Artificial Intelligence Big Data and Internet of Things in Sustainable Development

Applications of Artificial Intelligence  Big Data and Internet of Things in Sustainable Development
Author: Sam Goundar,Archana Purwar,Ajmer Singh
Publsiher: CRC Press
Total Pages: 350
Release: 2022-09-30
ISBN 10: 100065253X
ISBN 13: 9781000652536
Language: EN, FR, DE, ES & NL

Applications of Artificial Intelligence Big Data and Internet of Things in Sustainable Development Book Review:

This book focuses on different algorithms and models related to AI, big data and IoT used for various domains. It enables the reader to have a broader and deeper understanding of several perspectives regarding the dynamics, challenges, and opportunities for sustainable development using artificial intelligence, big data and IoT. Applications of Artificial Intelligence, Big Data and Internet of Things (IoT) in Sustainable Development focuses on IT-based advancements in multidisciplinary fields such as healthcare, finance, bioinformatics, industrial automation, and environmental science. The authors discuss the key issues of security, management, and the realization of possible solutions to hurdles in sustainable development. The reader will master basic concepts and deep insights of various algorithms and models for various applications such as healthcare, finance, education, smart cities, smart cars, among others. Finally, the book will also examine the applications and implementation of big data IoT, AI strategies to facilitate the sustainable development goals set by the United Nations by 2030. This book is intended to help researchers, academics, and policymakers to analyze the challenges and future aspects for maintaining sustainable development through IoT, big data, and AI.

KONGRESSFOLGE European Conference on Process Safety and Big Data 2019

KONGRESSFOLGE European Conference on Process Safety and Big Data 2019
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2022
ISBN 10: 1928374650XXX
ISBN 13: OCLC:1256658781
Language: EN, FR, DE, ES & NL

KONGRESSFOLGE European Conference on Process Safety and Big Data 2019 Book Review:

Bow Ties in Risk Management

Bow Ties in Risk Management
Author: CCPS (Center for Chemical Process Safety)
Publsiher: John Wiley & Sons
Total Pages: 224
Release: 2018-10-09
ISBN 10: 1119490391
ISBN 13: 9781119490395
Language: EN, FR, DE, ES & NL

Bow Ties in Risk Management Book Review:

AN AUTHORITATIVE GUIDE THAT EXPLAINS THE EFFECTIVENESS AND IMPLEMENTATION OF BOW TIE ANALYSIS, A QUALITATIVE RISK ASSESSMENT AND BARRIER MANAGEMENT METHODOLOGY From a collaborative effort of the Center for Chemical Process Safety (CCPS) and the Energy Institute (EI) comes an invaluable book that puts the focus on a specific qualitative risk management methodology – bow tie barrier analysis. The book contains practical advice for conducting an effective bow tie analysis and offers guidance for creating bow tie diagrams for process safety and risk management. Bow Ties in Risk Management clearly shows how bow tie analysis and diagrams fit into an overall process safety and risk management framework. Implementing the methods outlined in this book will improve the quality of bow tie analysis and bow tie diagrams across an organization and the industry. This important guide: Explains the proven concept of bow tie barrier analysis for the preventing and mitigation of incident pathways, especially related to major accidents Shows how to avoid common pitfalls and is filled with real-world examples Explains the practical application of the bow tie method throughout an organization Reveals how to treat human and organizational factors in a sound and practical manner Includes additional material available online Although this book is written primarily for anyone involved with or responsible for managing process safety risks, this book is applicable to anyone using bow tie risk management practices in other safety and environmental or Enterprise Risk Management applications. It is designed for a wide audience, from beginners with little to no background in barrier management, to experienced professionals who may already be familiar with bow ties, their elements, the methodology, and their relation to risk management. The missions of both the CCPS and EI include developing and disseminating knowledge, skills, and good practices to protect people, property and the environment by bringing the best knowledge and practices to industry, academia, governments and the public around the world through collective wisdom, tools, training and expertise. The CCPS has been at the forefront of documenting and sharing important process safety risk assessment methodologies for more than 30 years. The EI's Technical Work Program addresses the depth and breadth of the energy sector, from fuels and fuels distribution to health and safety, sustainability and the environment. The EI program provides cost-effective, value-adding knowledge on key current and future international issues affecting those in the energy sector.

Multiscale Modeling for Process Safety Applications

Multiscale Modeling for Process Safety Applications
Author: Arnab Chakrabarty,Sam Mannan,Tahir Cagin
Publsiher: Butterworth-Heinemann
Total Pages: 444
Release: 2015-11-29
ISBN 10: 0123972833
ISBN 13: 9780123972835
Language: EN, FR, DE, ES & NL

Multiscale Modeling for Process Safety Applications Book Review:

Multiscale Modeling for Process Safety Applications is a new reference demonstrating the implementation of multiscale modeling techniques on process safety applications. It is a valuable resource for readers interested in theoretical simulations and/or computer simulations of hazardous scenarios. As multi-scale modeling is a computational technique for solving problems involving multiple scales, such as how a flammable vapor cloud might behave if ignited, this book provides information on the fundamental topics of toxic, fire, and air explosion modeling, as well as modeling jet and pool fires using computational fluid dynamics. The book goes on to cover nanomaterial toxicity, QPSR analysis on relation of chemical structure to flash point, molecular structure and burning velocity, first principle studies of reactive chemicals, water and air reactive chemicals, and dust explosions. Chemical and process safety professionals, as well as faculty and graduate researchers, will benefit from the detailed coverage provided in this book. Provides the only comprehensive source addressing the use of multiscale modeling in the context of process safety Bridges multiscale modeling with process safety, enabling the reader to understand mapping between problem detail and effective usage of resources Presents an overall picture of addressing safety problems in all levels of modeling and the latest approaches to each in the field Features worked out examples, case studies, and a question bank to aid understanding and involvement for the reader