Process Analytics

Process Analytics
Author: Seyed-Mehdi-Reza Beheshti
Publisher: Springer
Total Pages: 194
Release: 2016-03-28
Genre: Computers
ISBN: 331925037X
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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.

Enterprise Analytics

Enterprise Analytics
Author: Thomas H. Davenport
Publisher: Pearson Education
Total Pages: 287
Release: 2013
Genre: Business & Economics
ISBN: 0133039439
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"International Institute for Analytics"--Dust jacket.

Process Analytical Technology

Process Analytical Technology
Author: Katherine A. Bakeev
Publisher: John Wiley & Sons
Total Pages: 576
Release: 2010-04-01
Genre: Science
ISBN: 0470689609
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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

Business Process Analysis

Business Process Analysis
Author: Geoffrey Darnton
Publisher: Arden Shakespeare
Total Pages: 344
Release: 1997
Genre: Business & Economics
ISBN:
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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.

Process Analytical Chemistry

Process Analytical Chemistry
Author: Karl H. Koch
Publisher: Springer Science & Business Media
Total Pages: 251
Release: 2013-04-17
Genre: Science
ISBN: 3662037726
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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".

The Analytics Process

The Analytics Process
Author: Eduardo Rodriguez
Publisher: CRC Press
Total Pages: 246
Release: 2017-02-17
Genre: Computers
ISBN: 1351975633
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This book is about the process of using analytics and the capabilities of analytics in today’s organizations. Cutting through the buzz surrounding the term analytics and the overloaded expectations about using analytics, the book demystifies analytics with an in-depth examination of concepts grounded in operations research and management science. Analytics as a set of tools and processes is only as effective as: The data with which it is working The human judgment applying the processes and understanding the output of these processes. For this reason, the book focuses on the analytics process. What is intrinsic to analytics’ real organizational impact are the careful application of tools and the thoughtful application of their outcomes. This work emphasizes analytics as part of a process that supports decision-making within organizations. It wants to debunk overblown expectations that somehow analytics outputs or analytics as applied to other concepts, such as Big Data, are the be-all and end-all of the analytics process. They are, instead, only a step within a holistic and critical approach to management thinking that can create real value for an organization. To develop this holistic approach, the book is divided into two sections that examine concepts and applications. The first section makes the case for executive management taking a holistic approach to analytics. It draws on rich research in operations and management science that form the context in which analytics tools are to be applied. There is a strong emphasis on knowledge management concepts and techniques, as well as risk management concepts and techniques. The second section focuses on both the use of the analytics process and organizational issues that are required to make the analytics process relevant and impactful.

Applied Business Analytics

Applied Business Analytics
Author: Nathaniel Lin
Publisher: Pearson Education
Total Pages: 321
Release: 2015
Genre: Business & Economics
ISBN: 0133481506
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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

Continuous Pharmaceutical Processing and Process Analytical Technology

Continuous Pharmaceutical Processing and Process Analytical Technology
Author: Ajit S. Narang
Publisher: CRC Press
Total Pages: 723
Release: 2023-03-01
Genre: Medical
ISBN: 1000804496
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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

Business Process Analysis in the Digital Transformation Era
Author: Tukino
Publisher: Asadel Publisher
Total Pages: 112
Release: 2024-05-05
Genre: Business & Economics
ISBN:
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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.

Next Generation Demand Management

Next Generation Demand Management
Author: Charles W. Chase
Publisher: John Wiley & Sons
Total Pages: 290
Release: 2016-08-22
Genre: Business & Economics
ISBN: 1119186633
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A practical framework for revenue-boosting supply chain management Next Generation Demand Management is a guidebook to next generation Demand Management, with an implementation framework that improves revenue forecasts and enhances profitability. This proven approach is structured around the four key catalysts of an efficient planning strategy: people, processes, analytics, and technology. The discussion covers the changes in behavior, skills, and integrated processes that are required for proper implementation, as well as the descriptive and predictive analytics tools and skills that make the process sustainable. Corporate culture changes require a shift in leadership focus, and this guide describes the necessary "champion" with the authority to drive adoption and stress accountability while focusing on customer excellence. Real world examples with actual data illustrate important concepts alongside case studies highlighting best-in-class as well as startup approaches. Reliable forecasts are the primary product of demand planning, a multi-step operational supply chain management process that is increasingly seen as a survival tactic in the changing marketplace. This book provides a practical framework for efficient implementation, and complete guidance toward the supplementary changes required to reap the full benefit. Learn the key principles of demand driven planning Implement new behaviors, skills, and processes Adopt scalable technology and analytics capabilities Align inventory with demand, and increase channel profitability Whether your company is a large multinational or an early startup, your revenue predictions are only as strong as your supply chain management system. Implementing a proven, more structured process can be the catalyst your company needs to overcome that one lingering obstacle between forecast and goal. Next Generation Demand Management gives you the framework for building the foundation of your growth.