Big Data

The surge in adoption of renewable energy driven by carbon neutrality policies has created operational challenges for large thermal power plants. These plants must now accommodate rapid load fluctuations and offer flexible operation, which involves adjusting their outputs rapidly as the renewable generators’ outputs fluctuate. However, operating beyond original design specifications places additional stress on […]

The increased use of artificial intelligence (AI) and machine learning (ML) in the power generation sector has a goal of making electricity production both more efficient, and secure. Developing ways to more quickly analyze ever-larger amounts of data is driving innovation among those people responsible for the operation of power plants and generation equipment. Many […]

The term “Big Data” is used frequently by tech-savvy power industry professionals, but what does it really mean. To get an insider’s perspective, POWER posed the question to Akshay Patwal, strategic business manager with Siemens Energy. Patwal leads the development and commercialization of digital business transformation projects, using big data platforms and analytics to create […]

Power plants have an abundance of data. Temperatures, pressures, flows, and various other parameters are all monitored constantly to ensure plants are operating properly. However, a lot of data is not used to its fullest extent. With the right tools, data can be more-thoroughly analyzed and findings can be acted upon to improve efficiency and […]

Power plants are capturing operational data in ever-increasing amounts. However, analyzing all the data can be challenging. A number of tools are available that can help. In this episode of The POWER Podcast, two experts from one technology provider explain how big data can be analyzed to identify trends and create actionable information to solve […]

There is no industry more concerned with continuity of service than the power industry. Maintaining power supply to constituents is the critical mandate of every plant, whether harnessing energy from the sun, wind, water, coal, or nuclear sources. While consistency is a top priority, the plants themselves are often in a state of flux due […]

As data volume, variety, and velocity continue to accelerate, power plant operators increasingly encounter situations where 2-D desktop data visualization is insufficient to convey context for advanced

Wind is no longer a niche alternative energy industry, American Wind Energy Association (AWEA) CEO Tom Kiernan told attendees at WINDPOWER 2015.  Despite policy hurdles, the wind sector has seen exponential growth and formidable cost reductions; it has the government’s endorsement for a low-carbon future; and it’s making up an ever-larger share of the nation’s […]