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Deep Learning Algorithms for Vision Systems

Deep Learning Algorithms for Vision Systems

Which deep learning neural networks are best suited for industrial vision systems and why?


How Are Robots Used in the Process Industries?

How Are Robots Used in the Process Industries?

How are robots used in discrete versus process automation? Can the process industries utilize more robotic automation?


Alternative Devices for Measuring Fluid Volume

Alternative Devices for Measuring Fluid Volume

Flow totalizers, flow sensors, and flow meters are popular devices for measuring flow. However, this article discusses alternative methods, such as ultrasonic level detection and resistive tape.


Predictive Maintenance Challenges and Mitigation Techniques

Predictive Maintenance Challenges and Mitigation Techniques

Learn about obstacles businesses face implementing predictive maintenance and how to overcome them.


Choosing Instrumentation in Fluid Power Systems

Choosing Instrumentation in Fluid Power Systems

This article takes a look at several products that can help you make your fluid power systems smarter.


Introduction to Smart Sensors

Introduction to Smart Sensors

Smart sensors differ from traditional sensors in that they offer benefits such as self-diagnostics, simplified wiring and communication, and more efficient remote monitoring.


Graphical User Interface (GUI) vs. Human-machine Interface (HMI)

Graphical User Interface (GUI) vs. Human-machine Interface (HMI)

Learn the similarities and differences between GUIs and HMIs in the industrial sector. Can they be used together?


Protecting Control Systems with Safety Instrumented Systems (SIS)

Protecting Control Systems with Safety Instrumented Systems (SIS)

Safety is of utmost importance in the day-to-day operations of any system, especially a system where humans and machines work together. Learn all about Safety Instrumented Systems and what it takes to keep workers safe, and the system running smoothly!


How to Utilize Real-time Production Data and Achieve Better Manufacturing Results

How to Utilize Real-time Production Data and Achieve Better Manufacturing Results

Struggling to find the best ways to utilize real-time production data? This article reviews six steps to achieve better manufacturing results.


Introduction to Photoelectric Sensors

Introduction to Photoelectric Sensors

Sensing objects is a tricky business because of the many variables in light, surface texture, distance, color, and other factors. Learn how a photo sensor works!


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.


Understanding Computational Fluid Dynamics (CFD)

Understanding Computational Fluid Dynamics (CFD)

Learn about computational fluid dynamics (CFD) and how it is used in various sectors across the manufacturing industry.


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?


Utilizing Preventive Maintenance to Promote Machine Autonomy

Utilizing Preventive Maintenance to Promote Machine Autonomy

Learn the steps and how-tos for operators, maintenance crews, and management to create an autonomous maintenance system for industrial manufacturing.


How Remote Access is Advancing in the Process Industries

How Remote Access is Advancing in the Process Industries

Due to the robust nature of process industries, there is a vast amount of data to read. Remote access can help parse data and has many additional benefits in these industries.


Combining Two Deep Learning Models

Combining Two Deep Learning Models

Combining two deep learning models, otherwise known as ensemble learning, has numerous techniques. Let’s review the current techniques and their advantages and disadvantages.


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?