IIoT
Introduction to Predictive Analytics Anomaly Detection
Many of our manufacturing customers create devices that are comprised of various electronic components. They collect data from the various components as the device operates—for example, the component’s temperature, how much current is passing through the component, whether a given component is emitting and at what frequency, etc. We developed a multi-step process to analyze…
Read MoreThe Unique Challenges of Smart Manufacturing (And How to Overcome Them)
Smart manufacturing and the industrial internet of things (IoT) can revolutionize your factory operations. While there are challenges associated with implementing industrial IoT (IIoT), the experts at Stratus Innovations know that the benefits outweigh the risks. Keep reading to learn how we can facilitate your entry into the world of smart manufacturing. The Benefits of…
Read MoreGradient Descent Methods Play a Critical Role in Machine Learning — Here’s How They Work
Introducing Gradient Descent, the Core of Most Machine Learning Algorithms In our previous blog post, we provided an in-depth primer on linear algebra concepts and explained how to build a supervised learning algorithm. As part of this discussion, we reviewed linear models where our hypothesis set was composed of linear functions of the form hw(x)…
Read MoreIIoT Can Create New Revenue Streams for Manufacturers — Here’s How
Below, we’ll discuss some of the ways that manufacturers and other businesses are seizing new profit-driving opportunities made possible through IIoT technology, and we’ll also explain how your business can capitalize. Using Big Data to Improve Your Sales, Marketing, R&D, and More One of the most basic functions of IIoT sensors and devices is to…
Read MoreHow Machine Learning Works: A Mathematical and Visual Analysis
The Purpose of Machine Learning: Approximating a Function Machine learning techniques help software developers build customized solutions that drive significant business value. The fundamental goal of machine learning is to approximate a function that we, as software engineers, don’t know how to implement based on the available data and information. RELATED ARTICLE: How Software Is…
Read MoreHow Software Is Developed Using Machine Learning Algorithms
An Overview of How Software Works On a basic level, every software system manipulates data. In software development, we create a system where someone or something (the user) provides some data (the input). Software manipulates that input and translates it into different data, the output. Our fundamental goal for developing software is to have a…
Read MoreThe Benefits of Using IIoT to Monitor and Maintain Your Equipment
The Benefits of Using IIoT to Monitor and Maintain Your Equipment Experts predict that within the industrial manufacturing sector, spending on the internet of things (IoT) will reach almost $900 billion in 2020. That’s compared to only $472 billion in 2014. A large portion of this spending will go toward sensors and devices that monitor…
Read MoreWhat Is the Industrial Internet of Things (IIoT), and How Can It Drive Business Value?
An explosion of smart devices is occurring right now. You’ve probably heard of smart watches, smart thermostats, and smart refrigerators. You can even get smart shower heads. But it’s not just personal and home appliances that are getting smarter. Business, manufacturing, and industrial devices are all becoming part of the internet of things to help…
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