Tuesday, July 20, 2021

Manufacturing Analytics - Introduction - Bibliography

 

20 July 2021

Labor-intensive factories—analytics-intensive productivity

April 21, 2021 

https://www.mckinsey.com/business-functions/operations/our-insights/labor-intensive-factories-analytics-intensive-productivity

Transforming quality and warranty through advanced analytics
March 22, 2021
https://www.mckinsey.com/business-functions/operations/our-insights/transforming-quality-and-warranty-through-advanced-analytics

Industry 4.0: Reimagining manufacturing operations after COVID-19

July 29, 2020

https://www.mckinsey.com/business-functions/operations/our-insights/industry-40-reimagining-manufacturing-operations-after-covid-19

Preparing for the next normal via digital manufacturing’s scaling potential

April 10, 2020 

https://www.mckinsey.com/business-functions/operations/our-insights/preparing-for-the-next-normal-via-digital-manufacturings-scaling-potential

AI in production: A game changer for manufacturers with heavy assets

March 7, 2019 | Article

https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/ai-in-production-a-game-changer-for-manufacturers-with-heavy-assets

Using advanced analytics to boost productivity and profitability in chemical manufacturing

February 5, 2018 

https://www.mckinsey.com/industries/chemicals/our-insights/using-advanced-analytics-to-boost-productivity-and-profitability-in-chemical-manufacturing

Manufacturing: Analytics unleashes productivity and profitability

August 14, 2017 

https://www.mckinsey.com/business-functions/operations/our-insights/manufacturing-analytics-unleashes-productivity-and-profitability


21 November 2020

Main business cases for manufacturing analytics

Supply chain

Demand forecasting

Order management

Inventory optimization

Supplier performance

Transportation analytics

Early warning systems

Product quality

Real time quality monitoring

Root cause

Reliability

Warranty

Field Service & Support

Inventory management

Supplier performance

Transportation analytics

Creating an efficient factory

Real time equipment & process monitoring

Process capability

Optimize maintenance

OEE & factory productivity


https://www.tibco.com/reference-center/what-is-manufacturing-analytics


Manufacturing: Analytics unleashes productivity and profitability (Good case examples)

August 14, 2017 | Article

https://www.mckinsey.com/business-functions/operations/our-insights/manufacturing-analytics-unleashes-productivity-and-profitability


MANUFACTURING ANALYTICS - WHAT YOU NEED TO KNOW: PART 1

GRAHAM IMMERMAN

MachineMetrics / June 27, 2018

https://www.machinemetrics.com/blog/what-you-need-to-know-about-manufacturing-analytics


Manufacturing Analytics - Google Books

Production and Operations Analytics: Eighth Edition - Steven 

01-Oct-2020 

https://books.google.co.in/books/about/Production_and_Operations_Analytics.html?id=ctQBEAAAQBAJ

Bayesian-Based Predictive Analytics for Manufacturing 

10-Oct-2019 — Bayesian-Based Predictive Analytics for Manufacturing Performance Metrics in the Era of Industry 4.0 ... Preview this book » ...

https://books.google.co.in/books/about/Bayesian_based_Predictive_Analytics_for.html?id=fwv7xwEACAAJ


Manufacturing Demand - David Lewis 

Today, savvy marketers and forward-looking organizations are embracing innovative new models driven by cutting-edge technology and analytics to align sales and ...

https://books.google.co.in/books/about/Manufacturing_Demand.html?id=xA9XfNwx_lgC

Data Driven Smart Manufacturing Technologies and 

This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications. In this book, theoretical foundations, ...

https://books.google.co.in/books/about/Data_Driven_Smart_Manufacturing_Technolo.html?id=vUwfEAAAQBAJ


Industry 4.0 and Advanced Manufacturing: Proceedings of I ...

This book will be useful to researchers in academia and industry, and will also be useful to ... Intelligent Analytics for Factory Energy Efficiency.

https://books.google.co.in/books/about/Industry_4_0_and_Advanced_Manufacturing.html?id=2PoFEAAAQBAJ


Data-Driven Cognitive Manufacturing 

10-Mar-2021 — Data-Driven Cognitive Manufacturing - Applications in Predictive ... Inspired Data Compression and Management for Industrial Data Analytics.

https://books.google.co.in/books/about/Data_Driven_Cognitive_Manufacturing_Appl.html?id=jkoiEAAAQBAJ&redir_esc=y

Business Analytics 

He serves on editorial boards for journals such as Production and Operations Management, INFORMS Journal of Applied Analytics (formerly Interfaces), and Journal ...

https://books.google.co.in/books/about/Business_Analytics.html?id=dlvjDwAAQBAJ

Industry 4.0: Managing The Digital Transformation - Alp ...

14-Sep-2017 — This book provides a comprehensive guide to Industry 4.0 applications, not only introducing ... 9 Data Analytics in Manufacturing.

https://books.google.co.in/books/about/Industry_4_0_Managing_The_Digital_Transf.html?id=_Po1DwAAQBAJ

Smart Manufacturing: When Artificial Intelligence Meets the

14-Jan-2021 — As such, this book discusses the next generation of manufacturing, ... powerful computing and analytics, and unprecedented networking of ...

https://books.google.co.in/books/about/Smart_Manufacturing.html?id=mGE8zgEACAAJ


Data Mining for Design and Manufacturing: Methods and Applications. edited by D. Braha. 

https://books.google.co.in/books?id=cfXiBwAAQBAJ


Six advantages of using analytics in manufacturing - OpenText

The role of analytics in Industry 4.0. 

https://www.opentext.com/file_source/OpenText/en_US/PDF/opentext-ebook-manufacturing-and-analytics-en.pdf

eBook: The Manufacturing Analytics Journey - MachineMetrics

Everything you need to know about manufacturing analytics and the journey manufacturers are taking to go from descriptive to 

https://www.machinemetrics.com/manufacturing-analytics-ebook



Business analytics in manufacturing: Current trends ...https://www.sciencedirect.com › science › article › pii

by YM Omar · 2019 · Cited by 17 — The challenges hindering wide adoption of business analytics in the manufacturing industry are identified. •. A pathway to market leadership is prescribed to ...

https://www.sciencedirect.com/science/article/pii/S2214716019300934

20 most influential academics identified by Smart Manufacturing magazine this year - 2021

https://www.sme.org/technologies/articles/2021/may/the-20-most-influential-academics-2021/


Research Papers and Articles


Big Data Analytics for Smart Manufacturing: Case Studies in Semiconductor Manufacturing

by James Moyne * and Jimmy Iskandar

Applied Materials, Applied Global Services, 363 Robyn Drive, Canton, MI 48187, USA

*

Author to whom correspondence should be addressed.

Processes 2017, 5(3), 39; https://doi.org/10.3390/pr5030039

https://www.mdpi.com/2227-9717/5/3/39


Data Processing Pipelines
By Rita Sodt and Igor Maravić (Spotify)
with Gary Luo, Gary O’Connor, and Kate Ward
https://sre.google/workbook/data-processing/


2 comments:

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