--- title: Blog (3) description: The latests thought leadership, manufacturing AI trends and research from ProcessMiner™ (3) --- [![Process Miner](https://blog.processminer.com/hubfs/Images/PM-Stacked-Logo.svg "processminer-logo-black")](https://processminer.com/) - [Home](https://processminer.com/) - [How It Works](https://processminer.com/how-it-works/) - Industries - [Pulp & Paper](https://processminer.com/pulp-paper/) - [Plastics](https://processminer.com/plastics/) - [Chemicals](https://processminer.com/chemicals-industry/) - [Water](https://processminer.com/water/) - [Cement](https://processminer.com/cement/) - [Energy](https://processminer.com/) - [Oil & Gas](https://processminer.com/oil-gas/) - Resources - [Blog](https://blog.processminer.com) - [News](https://blog.processminer.com/news) - [ProcessMiner University](https://processminer.com/processminer-university/) - [Resources](https://processminer.com/resource/) - About - [Team](https://processminer.com/team/) - [Careers](https://processminer.com/careers/) - [Sustainability](https://processminer.com/manufacturing-sustainability/) - [Partners](https://processminer.com/partners/) - [ProcessMiner en español](https://processminer.com/processminer-en-espanol/) - [ProcessMiner em português](https://processminer.com/processminer-em-portugues/) - [Contact Us](https://processminer.com/contact/) - [Home](https://processminer.com/) - [How It Works](https://processminer.com/how-it-works/) - Industries - [Pulp & Paper](https://processminer.com/pulp-paper/) - [Plastics](https://processminer.com/plastics/) - [Chemicals](https://processminer.com/chemicals-industry/) - [Water](https://processminer.com/water/) - [Cement](https://processminer.com/cement/) - [Energy](https://processminer.com/) - [Oil & Gas](https://processminer.com/oil-gas/) - Resources - [ProcessMiner University](https://processminer.com/processminer-university/) - [Blog](https://blog.processminer.com/) - [Videos](https://processminer.com/videos/) - [Case Studies](https://processminer.com/case-studies/) - [News](https://blog.processminer.com/news) - [FAQ](https://processminer.com/faq/) - About - [Team](https://processminer.com/team/) - [Careers](https://processminer.com/careers/) - [Sustainability](https://processminer.com/manufacturing-sustainability/) - [Partners](https://processminer.com/partners/) - [ProcessMiner en español](https://processminer.com/processminer-en-espanol/) - [ProcessMiner em português](https://processminer.com/processminer-em-portugues/) - [Contact Us](https://processminer.com/contact/) [Request a Demo](https://processminer.com/contact/) # ProcessMiner™ Blog ## The latest thought leadership, manufacturing AI trends and research from ProcessMiner™ ### Subscribe For More Blogs - CATEGORIES Show All Blogs Manufacturing Plastics Pulp & Paper Technology Wastewater [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/processminer-data-science-manufacturing-june-2022-1.jpg)](https://blog.processminer.com/data-science-how-it-can-potentially-transform-manufacturing-industry) ## [Data Science: How It Can Potentially Transform the Manufacturing Industry](https://blog.processminer.com/data-science-how-it-can-potentially-transform-manufacturing-industry) [By Team ProcessMiner](https://blog.processminer.com/author/team-processminer) [Technology](https://blog.processminer.com/tag/technology) Over the past few decades, the manufacturing industry has gone through multiple stages of transformation aided by four industrial revolutions. Now we are on the cusp of another major revolution led by data science and artificial intelligence. Though... [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/processminer-evolution-transformation-statistical-process-monitoring-big-data.png)](https://blog.processminer.com/the-evolution-and-required-transformation-of-statistical-process-monitoring) ## [The Evolution and Required Transformation of Statistical Process Monitoring](https://blog.processminer.com/the-evolution-and-required-transformation-of-statistical-process-monitoring) [By Bill Woodall](https://blog.processminer.com/author/bill-woodall) [Technology](https://blog.processminer.com/tag/technology) In Industry 4.0, there is a need for automated diagnosis of process monitoring alarms along with root cause determination and process adjustment. Computationally intensive and adaptable approaches such as those incorporated into ProcessMiner... [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/data-science-machine-learning-1.png)](https://blog.processminer.com/three-common-misconceptions-about-ai-in-manufacturing) ## [Three Common Misconceptions About AI in Manufacturing](https://blog.processminer.com/three-common-misconceptions-about-ai-in-manufacturing) [By Team ProcessMiner](https://blog.processminer.com/author/team-processminer) [Technology](https://blog.processminer.com/tag/technology) Artificial intelligence (AI) and machine learning (ML) are creating quite a name for themselves in the manufacturing industry and for good reason. Both AI and ML are helping manufacturers use factory data to streamline operations, improve processes... [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/processminer-manufacturing-perfect-storm-1.jpg)](https://blog.processminer.com/manufacturings-perfect-storm) ## [Manufacturing’s Perfect Storm](https://blog.processminer.com/manufacturings-perfect-storm) [By Team ProcessMiner](https://blog.processminer.com/author/team-processminer) [Manufacturing](https://blog.processminer.com/tag/manufacturing) US Manufacturing Supply Chain Unprepared for Record Surge in Demand [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/processminer-insights-industry40-feature.png)](https://blog.processminer.com/bringing-industry-4-0-to-you) ## [Bringing Industry 4.0 to You](https://blog.processminer.com/bringing-industry-4-0-to-you) [By Team ProcessMiner](https://blog.processminer.com/author/team-processminer) [Technology](https://blog.processminer.com/tag/technology) For most of us, the building years of our lives were shaped by the books we read. A generation acquired its knowledge caressing through dry books with stenciled alphabets. From learning our ABCs to Shakespeare’s sonnets, Industrial Revolution... [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/processminer-insights-variability-reduction.jpg)](https://blog.processminer.com/variability-reduction-important-manufacturers) ## [Variability Reduction: Why Important To Manufacturers?](https://blog.processminer.com/variability-reduction-important-manufacturers) [By Team ProcessMiner](https://blog.processminer.com/author/team-processminer) [Technology](https://blog.processminer.com/tag/technology) A routine issue faced by most manufacturers is their process variation. Variability in the process can wreak havoc on product quality and customer satisfaction. Also, it has a severe impact on revenue, cost, and margins. In the highly competitive... [![](https://blog.processminer.com/hubfs/Imported_Blog_Media/processminer-insights-covid-19-manufacturing-autonomous-technologies-1.jpg)](https://blog.processminer.com/the-importance-of-autonomous-manufacturing-amid-the-covid-19-outbreak) ## [The Importance of Autonomous Manufacturing Amid the COVID-19 Outbreak](https://blog.processminer.com/the-importance-of-autonomous-manufacturing-amid-the-covid-19-outbreak) [By Team ProcessMiner](https://blog.processminer.com/author/team-processminer) [Technology](https://blog.processminer.com/tag/technology) All manufacturers are adjusting to the new normal and with “Social Distancing” in full swing companies are making more aggressive investments in technology to achieve autonomous manufacturing. [First](https://blog.processminer.com/) [Prev](https://blog.processminer.com/page/2) - Industries - [Pulp & Paper](https://processminer.com/pulp-paper/) - [Plastics](https://processminer.com/plastics/) - [Chemicals](https://processminer.com/chemicals-industry/) - [Water](https://processminer.com/water/) - [Oil & Gas](https://processminer.com/oil-gas/) - [Cement](https://processminer.com/cement/) - [How It Works](https://processminer.com/how-it-works/) - Resources - [Blog](https://blog.processminer.com/) - [News](https://blog.processminer.com/news) - [ProcessMiner University](https://processminer.com/processminer-university/) - [Resources](https://processminer.com/resource/) - About Us - [Team](https://processminer.com/team/) - [Careers](https://processminer.com/careers/) - [Sustainability](https://processminer.com/manufacturing-sustainability/) - [Partners](https://processminer.com/partners/) [![Process Miner](https://blog.processminer.com/hubfs/Images/PM-Horizontal-Logo.svg)](https://processminer.com) ProcessMiner enhances efficiency and productivity for continuous manufacturers by using AI and proprietary algorithms to optimize production processes. This leads to better quality, higher productivity, and reduced waste and energy use, supporting sustainability goals. #### Contact Info - [![Phone Icon](https://blog.processminer.com/hubfs/Images/phone.svg)+1 (678) 463-5799](tel:16784635799) - [![Email Icon](https://blog.processminer.com/hubfs/Images/mail-02.svg)info@processminer.com](mailto:info@processminer.com) [![Phone Icon](https://blog.processminer.com/hubfs/Images/phone-white.svg)Contact Us](tel:16784635799) [![Process Miner](https://blog.processminer.com/hubfs/Images/PM-Stacked-Logo.svg "processminer-logo-black")](https://processminer.com/) [Privacy Policy](https://processminer.com/privacy-policy/) Copyright © 2026 | PROCESSMINER™ - [Linked In](https://www.linkedin.com/company/processminer) - [X](https://www.youtube.com/channel/UC8Sz0aGhSvu61z_uIFxO13g)