Process Analytics
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Process Analytics
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Author : Seyed-Mehdi-Reza Beheshti
language : en
Publisher: Springer
Release Date : 2016-03-28
Process Analytics written by Seyed-Mehdi-Reza Beheshti and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-28 with Computers categories.
This book starts with an introduction to process modeling and process paradigms, then explains how to query and analyze process models, and how to analyze the process execution data. In this way, readers receive a comprehensive overview of what is needed to identify, understand and improve business processes. The book chiefly focuses on concepts, techniques and methods. It covers a large body of knowledge on process analytics – including process data querying, analysis, matching and correlating process data and models – to help practitioners and researchers understand the underlying concepts, problems, methods, tools and techniques involved in modern process analytics. Following an introduction to basic business process and process analytics concepts, it describes the state of the art in this area before examining different analytics techniques in detail. In this regard, the book covers analytics over different levels of process abstractions, from process execution data and methods for linking and correlating process execution data, to inferring process models, querying process execution data and process models, and scalable process data analytics methods. In addition, it provides a review of commercial process analytics tools and their practical applications. The book is intended for a broad readership interested in business process management and process analytics. It provides researchers with an introduction to these fields by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in business process management to graduate courses in business process analytics. Lastly, it offers professionals a reference guide to the state of the art in commercial tools and techniques, complemented by many real-world use case scenarios.
Business Process Analytics
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Author : Manuel Laguna
language : en
Publisher: CRC Press
Release Date : 2025-01-31
Business Process Analytics written by Manuel Laguna and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Business & Economics categories.
The fourth edition of this widely used textbook offers a new perspective. Previously titled Business Process Modeling, Simulation and Design, as the new title suggests, this book is about analytical business process modeling and design. However, this new edition introduces analytics to the title and to the presentation. The main objective of this book is to provide students with a comprehensive understanding of the multitude of analytical tools that can be used to model, analyze, understand, and ultimately design business processes. The most flexible and powerful of these tools, although not always the most appropriate, is discrete-event simulation. The wide range of approaches covered in this book include graphical flowcharting tools, deterministic models for cycle time analysis and capacity decisions, and analytical queuing methods, as well as machine learning. The authors focus on business processes as opposed to just manufacturing processes or general operations management problems and emphasize on simulation modeling using state-of-the-art commercial simulation software. Business Process Analytics: Modeling, Simulation, and Design can be thought of as a hybrid between traditional books on process management, operations management, and simulation. The growing interest in simulation-based tools suggests that an understanding of simulation modeling, its potential as well as its limitations for analyzing and designing processes, is of key importance to students looking for a future career in operations management. Changes from the previous edition include the following: New section on data-driven process improvement (with data visualization) Added a subsection of control charts to the 6-sigma section Replaced business process reengineering with business process management Updated all text, figures, examples, and exercises to ExtendSim10 (current version) More coverage on design of experiments More coverage of machine learning and neural networks
Process Analytical Chemistry
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Author : Karl H. Koch
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17
Process Analytical Chemistry written by Karl H. Koch and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Science categories.
In important branches of manufacturing industries, especially those producing chemicals, polymers, semiconductors, ceramics, metals and alloys, analytical process control is already an integral part of the company. Far reaching decisions with respect to quality, ecology and economy are based on the respective analytical data. The goal of this practice-oriented book is to introduce chemists, engineers and technicians to the strategies, techniques and efficiency of modern process analytical chemistry. The author is especially aiming at those professionals in small and medium enterprises who have to carry out process control tasks in a "solo-run".
Process Analytical Technology
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Author : Katherine A. Bakeev
language : en
Publisher: John Wiley & Sons
Release Date : 2010-04-01
Process Analytical Technology written by Katherine A. Bakeev and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-01 with Science categories.
Process Analytical Technology explores the concepts of PAT and its application in the chemical and pharmaceutical industry from the point of view of the analytical chemist. In this new edition all of the original chapters have been updated and revised, and new chapters covering the important topics of sampling, NMR, fluorescence, and acoustic chemometrics have been added. Coverage includes: Implementation of Process Analytical Technologies UV-Visible Spectroscopy for On-line Analysis Infrared Spectroscopy for Process Analytical Applications Process Raman Spectroscopy Process NMR Spectrscopy: Technology and On-line Applications Fluorescent Sensing and Process Analytical Applications Chemometrics in Process Analytical Technology (PAT) On-Line PAT Applications of Spectroscopy in the Pharmaceutical Industry Future Trends for PAT for Increased Process Understanding and Growing Applications in Biomanufacturing NIR Chemical Imaging This volume is an important starting point for anyone wanting to implement PAT and is intended not only to assist a newcomer to the field but also to provide up-to-date information for those who practice process analytical chemistry and PAT. It is relevant for chemists, chemical and process engineers, and analytical chemists working on process development, scale-up and production in the pharmaceutical, fine and specialty chemicals industries, as well as for academic chemistry, chemical engineering, chemometrics and pharmaceutical science research groups focussing on PAT. Review from the First Edition “The book provides an excellent first port of call for anyone seeking material and discussions to understand the area better. It deserves to be found in every library that serves those who are active in the field of Process Analytical Technology.”—Current Engineering Practice
Process Analytical Technology
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Author : Katherine A. Bakeev
language : en
Publisher: John Wiley & Sons
Release Date : 2008-04-15
Process Analytical Technology written by Katherine A. Bakeev and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-15 with Science categories.
The use of real or near real time measurement of chemical production process parameters as the basis for achieving control or optimisation of a manufacturing process has wide application in the petrochemical, food and chemical industries. Process analytical chemistry (PAC), or process analytical technology (PAT) as it has recently been called, is now being deployed in the pharmaceutical industry, where it is seen as a technology that can help companies to improve their conformity with manufacturing compliance regulations. The objective of this book is to provide a starting point for implementing process analytical chemistry tools in process monitoring applications or as part of a total quality management system. Written from the perspective of the spectroscopist required to implant PAT tools in a process environment, attention is focussed on measurements that are made "in process" at-line or off-line, providing data on product during manufacture. With chapters covering the key spectroscopic tools, their applications in the pharmaceutical and chemical industries and basic chemometrics, the novice can quickly develop a sound understanding of the most practical technologies and applications. Implementation strategies are fully covered and address some of the critical issues that need to be tackled when setting up a PAT project – including choosing a project with a sound business justification in the first place.
Continuous Pharmaceutical Processing And Process Analytical Technology
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Author : Ajit S. Narang
language : en
Publisher: CRC Press
Release Date : 2023-03-01
Continuous Pharmaceutical Processing And Process Analytical Technology written by Ajit S. Narang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-01 with Medical categories.
Continuous manufacturing of pharmaceuticals, including aspects of modern process development is highlighted in this book with both the ‘why’ and the ‘how’, emphasizing process modeling and process analytical technologies. Presenting specific case studies and drawing upon extensive experience from industry and academic opinion leaders, this book focuses on the practical aspects of continuous manufacturing. It gives the readers the strategic perspective and technical depth needed to adopt and implement these technologies, where appropriate, in order to gain the competitive edge in speed, agility, and reliability. Features: Discusses scientific solutions and process analytical technology to enable continuous manufacturing in the development of new drugs Includes short stories about how some companies have adopted CM and what their drivers were and what benefits were realized Addresses economic and practical considerations, unlike many other technical books Emphasizes the practical aspects to give the reader the strategic imperative and technological depth to adopt and implement these technologies Highlights the "why" and the "how", focusing on the need analysis and process modeling and process analytical technologies
Business Process Analysis In The Digital Transformation Era
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Author : Tukino
language : en
Publisher: Asadel Publisher
Release Date : 2024-05-05
Business Process Analysis In The Digital Transformation Era written by Tukino and has been published by Asadel Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-05 with Business & Economics categories.
Embark on a transformative journey into the heart of modern business practices with "Business Process Analysis in the Digital Transformation Era." Through twelve insightful chapters, this comprehensive guide navigates the intricate landscape of digital transformation, offering practical insights and expert guidance for thriving in today's dynamic business environment. In Chapter 1, readers are introduced to the fundamental concepts of digital transformation and its profound implications for organizational processes and strategies. Delve deeper into the realm of Business Process Analysis in Chapter 2, where core principles and methodologies are explored to equip readers with the tools needed to navigate the complexities of digital transformation. Chapter 3 sheds light on the role of technology in driving Digital Transformation in Business, illuminating the ways in which organizations can leverage digital tools to stay ahead in a rapidly evolving marketplace. Discover cutting-edge Tools and Methods for Business Process Analysis in Chapter 4, as experts share practical techniques for optimizing workflows and enhancing efficiency in the digital era. Chapter 5 invites readers to explore the art of Modeling and Simulating Digital Business Processes, offering actionable strategies for designing and refining digital workflows for maximum impact. Unlock the secrets of Digital Business Process Optimization in Chapter 6, where industry pioneers reveal innovative approaches for streamlining operations and driving sustainable growth. In Chapter 7, delve into the world of Digital Business Process Automation and discover how automation technologies are revolutionizing traditional workflows to drive productivity and innovation. Chapter 8 explores the importance of Business Process Integration in the Era of Digital Transformation, highlighting the value of seamless collaboration and integration in achieving organizational success. Explore the power of Big Data Analysis in Digital Business Processes in Chapter 9, as experts demonstrate how data-driven insights can inform decision-making and drive strategic growth initiatives. Navigate the complex terrain of Security and Ethics in Digital Business Processes in Chapter 10, where critical considerations surrounding data security and ethical practices are explored in-depth. In Chapter 11, real-world Case Studies and Implementation examples offer practical insights and inspiration drawn from successful digital transformation initiatives across various industries. Finally, peer into the future in Chapter 12 as experts ponder the Challenges and Future of Business Process Analysis in the Digital Transformation Era, offering visionary perspectives on the evolving role of technology and its impact on business strategy and innovation. With its comprehensive coverage and actionable insights, "Business Process Analysis in the Digital Transformation Era" is an essential resource for business leaders, analysts, and practitioners seeking to thrive in the digital age.
Plastics Process Analysis Instrumentation And Control
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Author : Johannes Karl Fink
language : en
Publisher: John Wiley & Sons
Release Date : 2021-03-30
Plastics Process Analysis Instrumentation And Control written by Johannes Karl Fink and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-30 with Technology & Engineering categories.
This book focuses on plastics process analysis, instrumentation for modern manufacturing in the plastics industry. Process analysis is the starting point since plastics processing is different from processing of metals, ceramics, and other materials. Plastics materials show unique behavior in terms of heat transfer, fluid flow, viscoelastic behavior, and a dependence of the previous time, temperature and shear history which determines how the material responds during processing and its end use. Many of the manufacturing processes are continuous or cyclical in nature. The systems are flow systems in which the process variables, such as time, temperature, position, melt and hydraulic pressure, must be controlled to achieve a satisfactory product which is typically specified by critical dimensions and physical properties which vary with the processing conditions. Instrumentation has to be selected so that it survives the harsh manufacturing environment of high pressures, temperatures and shear rates, and yet it has to have a fast response to measure the process dynamics. At many times the measurements have to be in a non-contact mode so as not to disturb the melt or the finished product. Plastics resins are reactive systems. The resins will degrade if the process conditions are not controlled. Analysis of the process allows one to strategize how to minimize degradation and optimize end-use properties.
Business Process Management Workshops
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Author : Michael zur Muehlen
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-05-10
Business Process Management Workshops written by Michael zur Muehlen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-10 with Computers categories.
This book constitutes the thoroughly refereed post-workshop proceedings of nine international workshops held in Hoboken, NJ, USA, in conjunction with the 8th International Conference on Business Process Management, BPM 2010, in September 2010. The nine workshops focused on Reuse in Business Process Management (rBPM 2010), Business Process Management and Sustainability (SusBPM 2010), Business Process Design (BPD 2010), Business Process Intelligence (BPI 2010), Cross-Enterprise Collaboration, People, and Work (CEC-PAW 2010), Process in the Large (IW-PL 2010), Business Process Management and Social Software (BPMS2 2010), Event-Driven Business Process Management (edBPM 2010), and Traceability and Compliance of Semi-Structured Processes (TC4SP 2010). In addition, three papers from the special track on Advances in Business Process Education are also included in this volume. The overall 66 revised full papers presented were carefully reviewed and selected from 143 submissions.
Data Analytics Applied To The Mining Industry
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Author : Ali Soofastaei
language : en
Publisher: CRC Press
Release Date : 2020-11-12
Data Analytics Applied To The Mining Industry written by Ali Soofastaei and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-12 with Computers categories.
Data Analytics Applied to the Mining Industry describes the key challenges facing the mining sector as it transforms into a digital industry able to fully exploit process automation, remote operation centers, autonomous equipment and the opportunities offered by the industrial internet of things. It provides guidelines on how data needs to be collected, stored and managed to enable the different advanced data analytics methods to be applied effectively in practice, through use of case studies, and worked examples. Aimed at graduate students, researchers, and professionals in the industry of mining engineering, this book: Explains how to implement advanced data analytics through case studies and examples in mining engineering Provides approaches and methods to improve data-driven decision making Explains a concise overview of the state of the art for Mining Executives and Managers Highlights and describes critical opportunity areas for mining optimization Brings experience and learning in digital transformation from adjacent sectors