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How to Implement the Data Science Lifecycle: Computer Vision

How to Implement the Data Science Lifecycle: Computer Vision

This article reviews how to implement the data science lifecycle CRISP-DM model phases into industrial computer vision.


Deep Dive Into the Data Science Lifecycle

Deep Dive Into the Data Science Lifecycle

Learn the definition and basic steps of the data science life cycle, particularly the popular CRISP-DM model.


Data Lake vs. Big Data for Industrial Applications

Data Lake vs. Big Data for Industrial Applications

This article teaches the definitions of big data and data lake, how to use them together, and industrial applications.


A Software Approach to Calculating Mean Time to Repair (MTTR) and Mean Time Between Failure (MTBF)

A Software Approach to Calculating Mean Time to Repair (MTTR) and Mean Time Between Failure (MTBF)

MTTR and MTBF are metrics utilized to determine equipment downtime. How do you calculate these metrics, and how can a control engineer use them for machine reliability?


How to Use Data to Drive Digital Transformation

How to Use Data to Drive Digital Transformation

As the tangible world can be costly and consumes natural resources, digital transformation is reducing cost and providing more options to consumers. How is data driving digital transformation, and what is to come next in a digital world?


Types of Motor Starters and Application Considerations

Types of Motor Starters and Application Considerations

Motors drive all sorts of processes in a facility. Depending on the application, which motor starter is best suited for your needs?


Deep Learning vs. Machine Learning

Deep Learning vs. Machine Learning

Deep learning is a subset of machine learning, which is a subset of artificial intelligence. So, what makes deep learning different from machine learning?


Three Things Control Engineers Have Been Thankful for in 2021

Three Things Control Engineers Have Been Thankful for in 2021

Let’s look back at trends in 2021 and see what has skyrocketed industrial automation in the last year.


News Nov 25, 2021 by Aline Dias
Introducing the Split-Range Time-Proportioning Instruction

Introducing the Split-Range Time-Proportioning Instruction

A useful but often overlooked instruction included in Allen-Bradley ControlLogix and CompactLogix PLCs for heating and cooling.


Process vs. Discrete Manufacturing

Process vs. Discrete Manufacturing

What are the similarities and differences between process and discrete manufacturing, and how can control engineers best equip themselves for these processes?


Designing and Planning Existing Control System Upgrades

Designing and Planning Existing Control System Upgrades

After understanding how to select the right control system, learn how to design and plan control system retrofits.


Hawk Measurement Systems Latest Instrument Displays Real-time Process Fluids

Hawk Measurement Systems Latest Instrument Displays Real-time Process Fluids

How could this component from Hawk Measurement Systems potentially help engineers with their process and calibration techniques?


News Nov 03, 2021 by Shawn Dietrich
Potential Applications and Challenges for Blockchain in Industrial Automation

Potential Applications and Challenges for Blockchain in Industrial Automation

Can industrial automation utilize blockchain's security integrated with IoT, ICS, and PAC?


Introduction to Micro PLCs

Introduction to Micro PLCs

Micro PLCs are quite similar to their larger PLC brethren. What are the major differences, advantages, and disadvantages of micro PLCs?


Genetic Algorithm Examples: Evolving a Sorting Program and Symbolic Regression

Genetic Algorithm Examples: Evolving a Sorting Program and Symbolic Regression

Learn about symbolic regression in genetic programming, one of the breaking fields of research for algorithm development that can be used in the control systems of tomorrow.


Assessing Buzzwords: Industry 5.0

Assessing Buzzwords: Industry 5.0

American history has undergone several industrial revolutions largely focused on mass production. Are we heading into a fifth revolution focused on human-machine interaction?


Five Common Breaking Points of Industrial-grade Machinery and How to Combat Them

Five Common Breaking Points of Industrial-grade Machinery and How to Combat Them

Broken industrial machinery can cause unexpected downtime, production loss, and even injury. Let's look at some of the most common issues and how to properly address them.


Bright Machines Introduces a “Self-service” Factory Automation Software

Bright Machines Introduces a “Self-service” Factory Automation Software

To enable their customers to reduce their dependence on vendors and enhance the efficiency and optimization of factory assembly lines, Bright Machines introduced the Brightware Studio software package.


News Oct 12, 2021 by Sara McCaslin
Assessing Buzzwords: X “as a Service” (XaaS)

Assessing Buzzwords: X “as a Service” (XaaS)

XaaS, or the service model, has grown in the last several years. Pop-up terms like “SaaS,” “IaaS,” and “RaaS” are seen throughout the industry. But what do they mean, and do they provide dependable ROI?


Assessing Buzzwords: Digital Transformation

Assessing Buzzwords: Digital Transformation

What does “digital transformation” really mean, and what are the technologies involved in the process? Further, which of these technologies are facilities adopting?