A brief description of how SparkCognition uses predictive analytics to address machine prognostics, specifically for wind turbines. SparkPredict identifies failures before they occur and prioritize their importance, lowering cost and unexpected downtime.
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Webinar: Are You Data-Ready for Predictive Maintenance in O&G?
O&G companies' projects with machine learning-based predictive analytics will ultimately be driven by data quality, availability, and management. This webinar will expose you to the key data requireme
Predictive and Prescriptive Maintenance: Why Enterprise Should Know the Difference
We’re often asked by our clients to explain the difference between “predictive” and “prescriptive” analytics. We thought that this simple example could clear up the distinction: Imagine you’re...
Mitsubishi Hitachi Adds SparkCognition AI Tech to Boost Predictive Analytics
SparkCognition, a global artificial intelligence (AI) technology leader, and Mitsubishi Hitachi Power Systems Americas, Inc. (MHPS-Americas) are working together to advance AI applications in MHPS-TOM
The Future of Utilities Starts with Connected Power Plants
The Future of Utilities Starts with Connected Power Plants.Energy is everything. This is most obvious when we have to go without it. Unexpected downtime is devastating to utilities companies, but...
Case Study: Predicting Rare Failures in Hydro Turbines
Hydropower is a unique resource in that it is both sustainable and highly efficient at converting natural, kinetic energy into electricity. Modern hydro turbines are massive assets, producing...
A Cognitive Approach to Industrial Safety and Efficiency
SparkPredict enables truly predictive capabilities to deliver millions of dollars in cost savings and operational efficiency improvements to machine operators. This not only provides more time for...
SparkCognition Changing the World by Way of Oil and Gas
The oil and gas industry is one of the largest and most influential branches in the current world economy. It supports over a million jobs globally, stimulates manufacturing in oil...
Predictive Maintenance on Critical Assets: Applying AI to Top Drives
Much of the equipment on an oil and gas rig is redundant. For example, there are typically three mud pumps on a given rig. If a mud pump breaks down,...
Predictive Maintenance on Critical Assets
Predictive Maintenance on Critical Assets. On an oil rig assets range from replaceable to critically important. Predictive maintenance exists to ensure all assets in this range are safe from unplanned
Predicting Failures in Hydro Turbines: Easy as H2O
From the massive blades spinning on top of hillsides to solar panels decorating rooftops, advances in technology are helping to create a cleaner, more sustainable source of energy. Hydropower is...
Recognizing The Value Of Data In The Maritime Space
Rapidly developing technologies are transforming the way major transportation assets are managed. Innovations such as the cloud, cognitive analytics, the industrial internet of things (IIoT), and...
The New Logbook: Machine Learning for Maritime Data Analytics
With the explosion of new sensors and IoT devices on ships, more data is being generated than ever before, but little of that data is actually being put to good...
Raise Machine Prognostics To A Cognitive Level
SparkCognition leverages its proprietary Automated Model Building solution to generate the most globally optimal model for each and every data set. Automated Model Building is capable of performing...
Minimize Costs Through Machine Learning
Reprinted with permission from Uptime® Magazine. Machine learning is an approach of exploring and building algorithms that enable computers to continuously learn and adapt. With utilities, unknown...
SparkCognition's Cognitive Predictive Capabilities
Usman Shuja, VP of Market Development, gives an example of how SparkCognition used predictive analytics and AI to decrease downtime and maintenance costs for the best pump and valve manufacturer in th
SparkCognition's SparkPredict - Cognitive Machine Prognostics
SparkPredict is a cognitive engine designed to address machine prognostics. Our technology truly enables predictive capabilities by providing advanced failure notice. Read more: http://bit.ly/2rNCOeW
Standardizing Machine Learning Models
At SparkCognition, we create machine learning models that can predict some amazing things — like forecasting the failure of a gas turbine days ahead of time instead of hours. However,...
How SparkCognition Helped Invenergy Predict Premature Gearbox Failure Using OSI PI Data
Check out how SparkCognition utilizes OSI PI Data to solve premature asset failures and other varying utility problems.
A More Effective Approach to Unsupervised Learning with Time Series Data
At SparkCognition, our anomaly detection platform SparkPredict is often entrusted with preventing failure in multi-million dollar equipment. Thus, the analytics of sensor data over time (time...
How SparkCognition Helped Invenergy Predict Premature Gearbox Failure