Process Analytics
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Author | : Seyed-Mehdi-Reza Beheshti |
Publisher | : Springer |
Total Pages | : 194 |
Release | : 2016-03-28 |
Genre | : Computers |
ISBN | : 331925037X |
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.
Author | : Katherine A. Bakeev |
Publisher | : John Wiley & Sons |
Total Pages | : 576 |
Release | : 2010-04-01 |
Genre | : Science |
ISBN | : 0470689609 |
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
Author | : Geoffrey Darnton |
Publisher | : Arden Shakespeare |
Total Pages | : 344 |
Release | : 1997 |
Genre | : Business & Economics |
ISBN | : |
This is a ground-breaking book, primarily in its successful attempt to operationalise and provide empirical foundations for procedures for radical change previously developed only intuitively. The book is supported by prominent academics and practitioners in the field, including Jim Short (LBS), Raul Espejo, Dan Teichroew (Michigan), and others. It should become the standard reference for managers and consultants in BPR.
Author | : Thomas H. Davenport |
Publisher | : Pearson Education |
Total Pages | : 287 |
Release | : 2013 |
Genre | : Business & Economics |
ISBN | : 0133039439 |
"International Institute for Analytics"--Dust jacket.
Author | : Nathaniel Lin |
Publisher | : Pearson Education |
Total Pages | : 321 |
Release | : 2015 |
Genre | : Business & Economics |
ISBN | : 0133481506 |
Now that you've collected the data and crunched the numbers, what do you do with all this information? How do you take the fruit of your analytics labor and apply it to business decision making? How do you actually apply the information gleaned from quants and tech teams? Applied Business Analytics will help you find optimal answers to these questions, and bridge the gap between analytics and execution in your organization. Nathaniel Lin explains why "analytics value chains" often break due to organizational and cultural issues, and offers "in the trenches" guidance for overcoming these obstacles. You'll learn why a special breed of "analytics deciders" is indispensable for any organization that seeks to compete on analytics; how to become one of those deciders; and how to identify, foster, support, empower, and reward others who join you. Lin draws on actual cases and examples from his own experience, augmenting them with hands-on examples and exercises to integrate analytics at every level: from top-level business questions to low-level technical details. Along the way, you'll learn how to bring together analytics team members with widely diverse goals, knowledge, and backgrounds. Coverage includes: How analytical and conventional decision making differ -- and the challenging implications How to determine who your analytics deciders are, and ought to be Proven best practices for actually applying analytics to decision-making How to optimize your use of analytics as an analyst, manager, executive, or C-level officer
Author | : Karl H. Koch |
Publisher | : Springer Science & Business Media |
Total Pages | : 251 |
Release | : 2013-04-17 |
Genre | : Science |
ISBN | : 3662037726 |
This practice-oriented book introduces chemists, engineers and technicians to the strategies, techniques and efficiency of modern process analytical chemistry. The author targets in particular those professionals in SMEs who have to carry out process control tasks in a "solo-run".
Author | : Ajit S. Narang |
Publisher | : CRC Press |
Total Pages | : 723 |
Release | : 2023-03-01 |
Genre | : Medical |
ISBN | : 1000804496 |
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
Author | : Lee LeFever |
Publisher | : John Wiley & Sons |
Total Pages | : 262 |
Release | : 2012-11-08 |
Genre | : Business & Economics |
ISBN | : 1118417313 |
Your guide to becoming an explanation specialist. You've done the hard work. Your product or service works beautifully - but something is missing. People just don't see the big idea - and it's keeping you from being successful. Your idea has an explanation problem. The Art of Explanation is for business people, educators and influencers who want to improve their explanation skills and start solving explanation problems. Author Lee LeFever is the founder of Common Craft, a company known around the world for making complex ideas easy to understand through short animated videos. He is your guide to helping audiences fall in love with your ideas, products or services through better explanations in any medium. You will learn to: Plan: Learn explanation basics, what causes them to fail and how to diagnose explanation problems. Package: Using simple elements, create an explanation strategy that builds confidence and motivates your audience. Present: Produce remarkable explanations with visuals and media. The Art of Explanation is your invitation to become an explanation specialist and see why explanation is now a fundamental skill for professionals.
Author | : Tukino |
Publisher | : Asadel Publisher |
Total Pages | : 112 |
Release | : 2024-05-05 |
Genre | : Business & Economics |
ISBN | : |
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.
Author | : Johannes Karl Fink |
Publisher | : John Wiley & Sons |
Total Pages | : 418 |
Release | : 2021-03-30 |
Genre | : Technology & Engineering |
ISBN | : 1119795737 |
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.