Machine Learning is the New Jake
Everyone in, and serving, manufacturing businesses has encountered terms such as Industry 4.0, Digital Transformation, and Smart Factory. Small compute footprints, low-cost, high-availability communication systems, high-capacity–low-cost memory, rapidly evolving sensor technology, and new time-series data structures…
The Power of Pattern Learning for Industrial Operations
The next industrial revolution is here. Whether you call it Industry 4.0 or Industrial IoT or Digital Transformation, the increased access to machine and operational data, proliferation of two-way communication, speed of data flow, combined with…
How Machine Learning can help SMEs to maximize the value of operational data
Data generated by manufacturing or process operations, especially time series data, is very rich in information that can provide actionable insights on the current and future health of the production systems and the products they create. As…
Take your company from reactive/proactive to predictive analytics
Big Data and cloud technology has provided organizations new ways to drive efficiency and productivity. Among companies recognized as industry leaders and innovators, Asset Optimization has become a trending initiative and is producing strong results for…
Rearview Business Intelligence misleads strategy for most of today’s enterprises
Businesses are quickly joining the big data revolution. The outcome is a collection of massive efforts to collect and condition enterprise data that represents the last month, the previous quarter, or past years. Then, they crunch…
10 Myths Surrounding Predictive Maintenance
When managing the maintenance practices for a facility it’s important to understand the different approaches and the benefits of each. At the core, maintenance styles can be classified into a few different categories. Some of the…
Case Study: Drillship Fleet Performance Modeling
Clockwork identifies $2 billion in Increased Revenue When Optimally Investing $120 Million in Critical Capital Spares A world leader in offshore drilling contracted Clockwork to create a high fidelity drillship fleet Reliability, Availability and Maintainability (RAM) Model,…
Advanced Predictive Analytics versus Traditional Historical Forecasting
Traditional forecasting, using historical observations estimate future business metrics such as inventory requirements, asset performance, budgets and revenue. Compared to predictive analytics, this practice fails to deliver the precision and agility required of leading enterprises and…
The Power of Wireless Predictive Maintenance
Technology trends – wireless, cloud & machine learning – are transforming predictive maintenance models while reducing costs and complexity Our lives are impacted by industrial machines every single day. In fact, everything from the food we…
Next generation analytics is doing tremendous things
The compelling nature of today’s highly-polished BI and advanced visualizations inflates the credibility of conclusions that appear to be supported by big data analyses. After all, if we can manage to collect and properly condition volumes…