Lean Math: Figuring to Improve

Lean Math: Figuring to Improve
Author: Mark R. Hamel
Publisher: SME
Total Pages: 466
Release: 2017-01-25
Genre: Business & Economics
ISBN: 0872638812

Lean transformations are decidedly more challenging when the math is inconsistent with lean principles, misapplied, or just plain wrong. Math should never get in the way of a lean transformation, but instead should facilitate it. Lean Math is the indispensable reference for this very purpose. A single, comprehensive source, the book presents standard and specialized approaches to tackling the math required of lean and six sigma practitioners across all industries—seasoned and newly minted practitioners alike. Lean Math features more than 160 thoughtfully organized entries. Ten chapters cover system-oriented math, time, the “-ilities” (availability, repeatability, stability, etc.), work, inventory, performance metrics, basic math and hypothesis testing, measurement, experimentation, and more. Two appendices cover standard work for analyzing data and understanding and dealing with variation. Practitioners will quickly locate the precise entry(ies) that is relevant to the problem or continuous improvement opportunity at hand. Each entry not only provides background on the related lean principles, formulas, examples, figures, and tables, but also tips, cautions, cross-references to other associated entries, and the occasional “Gemba Tale” that shares real-world experiences. The book consistently encourages the practitioner to engage in math-assisted plan-do-check-act (PDCA) cycles, employing approaches that include simulation and “trystorming.” Lean Math truly transcends the “numbers” by reinforcing and refreshing lean thinking for the very purpose of Figuring to Improve. REVIEWER COMMENTS “Hamel and O’Connor provide both the novice and experienced lean practitioner a comprehensive, common-sense reference for lean math. For example, I know that our Lean Support Office team would have gladly used dozens of Lean Math entries during a recent lean management system pilot. The concepts, context, and examples would have certainly helped our execution and provided greater clarity during our training activities. Lean Math is a must have book for Lean Support Office people!” —Dave Pienta, Director, Lean Support Office, Moog, Inc. Aircraft Group “A practical math book may sound like an oxymoron, but Lean Math is both pragmatic and accessible. Hamel and O’Connor do an excellent job keeping the math as simple as possible, while bringing lean principles to the forefront of the discussion. The use of insurance and healthcare industry examples especially helps simplify the translation for lean practitioners in non-manufacturing industries. Readers will be able to use the numerous tables and figures to clearly illustrate and teach lean concepts to others. Lean Math is a reference book that every lean practitioner or Black Belt should have in their library!” —Peter Barnett, MBB, Liberty Management System Architect, Liberty Mutual Insurance “Lean Math is a comprehensive reference book within which the lean practitioner can quickly find straightforward examples illustrating how to perform almost any lean calculation. Equally useful, it imparts the importance of the relevant lean principal(s). While coaching some recent transformation efforts, I put Lean Math to the test by asking several novice practitioners to reference it during their work. They were promptly rewarded with deeper insight and effectiveness—a reflection of this book’s utility and value to the lean practitioner.” —Greg Lane, international lean transformation coach, speaker, and author of three books including, “Made-to-Order Lean: Excelling in a High-Mix, Low-Volume Environment” “While the technical, social, and management sciences behind lean must be learned by doing, their conceptual bases are absolutely validated by the math. This validation is particularly crucial to overcoming common blind spots ingrained by traditional practice. Hamel and O’Connor’s text is a comprehensive and readable resource for lean implementers at all levels who are seeking a deeper understanding of lean tools and systems. Clear diagrams and real-world examples create a bridge for readers between theory and practice—theory proven by practice. If math is the language of science, then Lean Math is indeed the language of lean science.” —Bruce Hamilton, President, Greater Boston Manufacturing Partnership, Director Emeritus for the Shingo Institute “Mark and Michael have done a tremendous service for the lean community by tackling this daunting subject. There are so many ways to quantify value, display improvement, and define complex problems that choosing the right methods and measures becomes an obstacle to progress. Lean Math helps remove that obstacle. Almost daily, operations leaders in every industry need the practical math and lean guidance in these pages. Now, finally, we have it in one place. Thank you.” —Zane Ferry, Executive Director, National Operations, QMS Continuous Improvement, Quest Diagnostics “Too many lean books dwell on principles, but offer little to address critical how-to questions, such as, ‘How do I use these concepts to solve my specific problem?’ With plain English explanations, simple illustrations, and examples across industries, Lean Math bridges a long-standing gap. Hamel and O’Connor’s Lean Math is sure to become a must-have reference for every lean practitioner working to improve performance in any modern workplace.” —Jeff Fuchs, Executive Director, Maryland World Class Consortia, Past Chairman, Lean Certification Oversight Committee “Lean Math fills a huge gap in the continuous improvement library, helping practitioners to translate data, activities, and ideas into meaningful information for effective experimentation and intelligent decisions. This reference comes at a critical time for the healthcare industry as we struggle to improve quality, while controlling costs. Though we don’t make widgets, our people, processes, and patients will benefit from the tools provided in this reference. The numerous examples, as well as the Gemba Tales scattered throughout the book, bring life to the principles and formulas. Lean Math is impressive in both scope and presentation of content.” —Tim Pettry, Senior Process Improvement Specialist, Cleveland Clinic “Lean Math is a great book for those times when only the correct answer will do. The math, along with the Gemba Tales, are helpful for those in the midst of the technical aspects of a transformation, as well as those of us who once knew much of this but haven’t used it in a while.” —Beau Keyte, organization transformation and performance improvement coach, author of two Shingo-Award winning books: “The Complete Lean Enterprise” and “Perfecting Patient Journeys” “Math and numbers aren’t exclusively the domain of six sigma! Toyota leaders describe lean as an organizational culture, a managerial approach, and a philosophy. They also maintain that the last piece of lean is technical methods, which includes the math we need for properly sizing inventory levels, validating hypotheses, gauging improvement, and more. Lean Math is a useful book that compiles important mathematical and quantitative methods that complement the people side of lean. Hamel and O’Connor are extremely qualified to deftly explain these methods. Lest you think it’s a dry math text, there are Gemba Tales and examples from multiple industries, including healthcare, which illustrate these approaches in very relatable ways.” —Mark Graban, Shingo-Award winning author, speaker, consultant, and blogger “When you begin a lean journey, it’s like starting an exercise regimen—the most important thing is to start. But as you mature, and as you achieve higher levels of excellence, rigor becomes increasingly important. Lean Math provides easy, elegant access to the necessary rigor required for effective measurement and analysis and does so in practical terms with excellent examples.” —Misael Cabrera, PE, Director, Arizona Department Environmental Quality

Concepts, Applications and Emerging Opportunities in Industrial Engineering

Concepts, Applications and Emerging Opportunities in Industrial Engineering
Author: Gary Moynihan
Publisher: BoD – Books on Demand
Total Pages: 272
Release: 2021-01-07
Genre:
ISBN: 183880935X

From their initial focus in manufacturing, the industrial engineering principles, tools, and techniques have spread across a spectrum of application areas. Topics covered in this book apply to this continuum of application, including operations planning, safety, quality, production control, inventory management, operations research, supply chain management, and continuous improvement. This edited book comes at an opportune time. It incorporates new knowledge and expertise in a rapidly changing engineering discipline that is a vital force in a wide range of manufacturing, service, educational, and government organizations. Such concepts as lean systems, sustainability, systems thinking, data analytics, and additive manufacturing, as well as utilization of advanced computer software, have further expanded industrial engineering's breadth. Each chapter reflects important aspects of these advances.

The Lean Product Playbook

The Lean Product Playbook
Author: Dan Olsen
Publisher: John Wiley & Sons
Total Pages: 336
Release: 2015-05-21
Genre: Business & Economics
ISBN: 1118961021

The missing manual on how to apply Lean Startup to build products that customers love The Lean Product Playbook is a practical guide to building products that customers love. Whether you work at a startup or a large, established company, we all know that building great products is hard. Most new products fail. This book helps improve your chances of building successful products through clear, step-by-step guidance and advice. The Lean Startup movement has contributed new and valuable ideas about product development and has generated lots of excitement. However, many companies have yet to successfully adopt Lean thinking. Despite their enthusiasm and familiarity with the high-level concepts, many teams run into challenges trying to adopt Lean because they feel like they lack specific guidance on what exactly they should be doing. If you are interested in Lean Startup principles and want to apply them to develop winning products, this book is for you. This book describes the Lean Product Process: a repeatable, easy-to-follow methodology for iterating your way to product-market fit. It walks you through how to: Determine your target customers Identify underserved customer needs Create a winning product strategy Decide on your Minimum Viable Product (MVP) Design your MVP prototype Test your MVP with customers Iterate rapidly to achieve product-market fit This book was written by entrepreneur and Lean product expert Dan Olsen whose experience spans product management, UX design, coding, analytics, and marketing across a variety of products. As a hands-on consultant, he refined and applied the advice in this book as he helped many companies improve their product process and build great products. His clients include Facebook, Box, Hightail, Epocrates, and Medallia. Entrepreneurs, executives, product managers, designers, developers, marketers, analysts and anyone who is passionate about building great products will find The Lean Product Playbook an indispensable, hands-on resource.

The Lean CFO

The Lean CFO
Author: Nicholas S. Katko
Publisher: CRC Press
Total Pages: 152
Release: 2023-02-06
Genre: Business & Economics
ISBN: 1000828271

This book is not about debits, credits, or accounting theory. It’s about how a chief financial officer (CFO) becomes a Lean CFO to lead the transformation of a company’s management accounting system into a lean management accounting system. It’s been well established in lean companies that traditional management accounting systems do not provide relevant and reliable information to decision makers. The CFO, as steward of a company’s management accounting system, must provide the leadership to improve the quality of the information produced by a company’s management accounting system so it is aligned with a company’s lean strategy, lean operations, and continuous improvement. The integration of a lean management accounting system with a company’s lean strategy will lead to improved decision making by all users and drive long-term financial success. Lean management accounting helps all users, from executives to line managers, better understand the relationships between lean operating performance and financial performance. Written in the style of a practice guide, The Lean CFO is written not just for CFOs, but for all stakeholders of a company’s management accounting system, such as executives and owners, lean leaders, functional managers, and accounting professionals.

The Lean Six Sigma Guide to Doing More With Less

The Lean Six Sigma Guide to Doing More With Less
Author: Mark O. George
Publisher: John Wiley & Sons
Total Pages: 352
Release: 2010-01-28
Genre: Business & Economics
ISBN: 0470606568

Create New Profits in Any Economy In this difficult economic climate, it's vital to cut waste that can eat at a company's bottom line and boost efficiency at every organizational level. The traditional business solution in a crisis is to slash away non-critical talent and resources, often doing more harm than good. There is a far better systematic approach to doing more with less. As a leading expert on Lean Six Sigma and business transformation, with a deep knowledge of its application in countless areas of business, author Mark George can help you use Lean Six Sigma to analyze your operational needs, identify high-impact opportunities, design and rapidly implement solutions, and create a system that will build efficiency and high performance in every area of your business. The Lean Six Sigma Guide to Doing More with Less can help you: Improve operating margins by as much as 20%, ROIC by as much as 10%, and reduce the costs of goods sold by as much as 5% or more Create "cost intelligence" that uncovers root causes allowing cost reductions without jeopardizing customer service levels and quality Use enterprise speed, agility, and flexibility to drive step-change reductions in cost and enable competitive advantage Identify and eliminate the costs of complexity in your business Supercharge your legacy Six Sigma program, improving speed to results, increasing project values, and shortening completion times With case examples from a wide array of industry, encompassing decades of experience implementing Lean Six Sigma in every economic climate, in companies of every size, The Lean Six Sigma Guide to Doing More with Less will give your business an intelligent edge in lean times.

Kaizen Event Fieldbook

Kaizen Event Fieldbook
Author: Mark R. Hamel
Publisher: Society of Manufacturing Engineers
Total Pages: 282
Release: 2010
Genre: Technology & Engineering
ISBN: 0872638634

Kaizen event effectiveness is a prerequisite for lean transformation success. It provides the necessary transformational jump-start, momentum, organizational learning and engagement, and sustainable, step-function improvements. The systemic use of kaizen events establishes the technical and cultural foundation for principle-driven kaizen -- the powerful combination of kaizen events and daily kaizen activities. The Kaizen Event Fieldbook brings this all together as an indispensable reference for lean leaders and implementers within any industry and for use at any stage within the lean implementation journey. One of lean's defining characteristics is learning by seeing, doing, and studying. In context with lean theory and lean leadership principles, readers will gain an understanding of the essential "whys" and "hows" of kaizen event standard work and event management, as well as a proven means to sustain the gains. The Fieldbook's multi-phase approach addresses strategy, pre-event planning, execution, and follow-through. Practical examples, over a hundred figures and tables, and many real-life "Gemba Tales" provide for an enriched learning experience. Also included is a chapter on the deployment of a kaizen promotion office, a glossary, and two appendices, which offer blank forms and an overview of daily kaizen.

Standard Work for Lean Healthcare

Standard Work for Lean Healthcare
Author: Thomas L. Jackson
Publisher: CRC Press
Total Pages: 120
Release: 2017-07-27
Genre: Business & Economics
ISBN: 1466503254

Proven to increase efficiencies in the manufacturing sector, Standard Work has become a key element in reducing process waste, ensuring patient safety, and improving healthcare services. Part of the Lean Tools for Healthcare Series, this reader-friendly book builds on the success of the bestselling, Standard Work for the Shopfloor.Standard Work for

Toyota Kata: Managing People for Improvement, Adaptiveness and Superior Results

Toyota Kata: Managing People for Improvement, Adaptiveness and Superior Results
Author: Mike Rother
Publisher: McGraw Hill Professional
Total Pages: 363
Release: 2009-09-04
Genre: Business & Economics
ISBN: 0071639853

"Toyota Kata gets to the essence of how Toyota manages continuous improvement and human ingenuity, through its improvement kata and coaching kata. Mike Rother explains why typical companies fail to understand the core of lean and make limited progress—and what it takes to make it a real part of your culture." —Jeffrey K. Liker, bestselling author of The Toyota Way "[Toyota Kata is] one of the stepping stones that will usher in a new era of management thinking." —The Systems Thinker "How any organization in any industry can progress from old-fashioned management by results to a strikingly different and better way." —James P. Womack, Chairman and Founder, Lean Enterprise Institute "Practicing the improvement kata is perhaps the best way we've found so far for actualizing PDCA in an organization." —John Shook, Chairman and CEO, Lean Enterprise Institute This game-changing book puts you behind the curtain at Toyota, providing new insight into the legendary automaker's management practices and offering practical guidance for leading and developing people in a way that makes the best use of their brainpower. Drawing on six years of research into Toyota's employee-management routines, Toyota Kata examines and elucidates, for the first time, the company's organizational routines--called kata--that power its success with continuous improvement and adaptation. The book also reaches beyond Toyota to explain issues of human behavior in organizations and provide specific answers to questions such as: How can we make improvement and adaptation part of everyday work throughout the organization? How can we develop and utilize the capability of everyone in the organization to repeatedly work toward and achieve new levels of performance? How can we give an organization the power to handle dynamic, unpredictable situations and keep satisfying customers? Mike Rother explains how to improve our prevailing management approach through the use of two kata: Improvement Kata--a repeating routine of establishing challenging target conditions, working step-by-step through obstacles, and always learning from the problems we encounter; and Coaching Kata: a pattern of teaching the improvement kata to employees at every level to ensure it motivates their ways of thinking and acting. With clear detail, an abundance of practical examples, and a cohesive explanation from start to finish, Toyota Kata gives executives and managers at any level actionable routines of thought and behavior that produce superior results and sustained competitive advantage.

Lean Aviation Blueprint

Lean Aviation Blueprint
Author: Anish Kumar Pandey
Publisher: Blue Rose Publishers
Total Pages: 237
Release: 2021-11-16
Genre: Business & Economics
ISBN:

The book is about the lean methodology which is developed and implemented by Toyota can equally be applicable in aircraft maintenance and engineering to reduce waste and improve productivity for cost-effectiveness. Proactive approach, ownership and situational awareness played a vital role in cost reduction. “A stitch in time saves nine”. This book consists of areas and methods by which cost reduction can be achieved in order to make the industry profitable. This book will create a sense of cost-saving and ownership which helps in curtailing the operating costs. We frequently hear a lot about Airlines going into financial distress, thanks to the challenging business model. Also, primarily the reason behind every Airliner taking a keen interest in LEAN Business Model. Now, this has a massive and complex application on Airlines Management considering the Safety aspect. In this book, based on his Aircraft Maintenance experience Anish has made an honest attempt to outline proven measures which will eliminate the wastage without compromising the safety aspect. It is a mine of information, demonstrating simplicity and effectiveness in a one-stop. So, Airlines do not necessarily have to waste any further time in amassing the data. apart from lean methodology, this book will give a brief idea of Aviation leaders thinking, strategies to adopt while selecting the external repair agency, Contract strategy that airlines should follow. and many case studies that changes the fortune of aviation.

Math for Programmers

Math for Programmers
Author: Paul Orland
Publisher: Manning Publications
Total Pages: 686
Release: 2021-01-12
Genre: Computers
ISBN: 1617295353

In Math for Programmers you’ll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications. Summary To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest programming fields. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Skip the mathematical jargon: This one-of-a-kind book uses Python to teach the math you need to build games, simulations, 3D graphics, and machine learning algorithms. Discover how algebra and calculus come alive when you see them in code! About the book In Math for Programmers you’ll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you’ll master the key Python libraries used to turn them into real-world software applications. What's inside Vector geometry for computer graphics Matrices and linear transformations Core concepts from calculus Simulation and optimization Image and audio processing Machine learning algorithms for regression and classification About the reader For programmers with basic skills in algebra. About the author Paul Orland is a programmer, software entrepreneur, and math enthusiast. He is co-founder of Tachyus, a start-up building predictive analytics software for the energy industry. You can find him online at www.paulor.land. Table of Contents 1 Learning math with code PART I - VECTORS AND GRAPHICS 2 Drawing with 2D vectors 3 Ascending to the 3D world 4 Transforming vectors and graphics 5 Computing transformations with matrices 6 Generalizing to higher dimensions 7 Solving systems of linear equations PART 2 - CALCULUS AND PHYSICAL SIMULATION 8 Understanding rates of change 9 Simulating moving objects 10 Working with symbolic expressions 11 Simulating force fields 12 Optimizing a physical system 13 Analyzing sound waves with a Fourier series PART 3 - MACHINE LEARNING APPLICATIONS 14 Fitting functions to data 15 Classifying data with logistic regression 16 Training neural networks