artificial intelligence

A pervading theme at the ongoing 5th annual Connected Plant Conference has been to explore the human side of digital adoption. Attendees have so far heard from several experts who are deeply involved in the future of the power plant workforce. Steven Ford, Compliance and Support manager at Southern Co.’s Plant Barry, in his presentation […]

The initial applications of AI platforms for renewable energy were mainly focused on failure prediction and anomaly detection. While these applications remain important to the industry, the scope of uses of AI in renewables has greatly increased. Early AI platforms primarily used SCADA data for predictions, while modern platforms can ingest and utilize SCADA, event, […]

On any given day, the electric power industry’s operations are complex and its responsibilities vast. As the industry continues to play a critical role in supporting global climate goal challenges, it must simultaneously support demand increases, surges in smart appliance adoption, and decentralized operating system expansions. And that just scratches the surface. Behind the scenes, […]

A lot of energy is consumed by buildings. In fact, the Alliance to Save Energy, a nonprofit energy efficiency advocacy group, says buildings account for about 40% of all U.S. energy consumption and a similar proportion of greenhouse gas emissions. Some estimates suggest about 45% of the energy used in commercial buildings is consumed by […]

Flexible plant operations are highly desirable in today’s power generation industry. Every plant owner desires increased ramp rates and the ability to operate at lower loads so their plants will remain “in the money” longer in today’s competitive power markets. This goal, while laudable, remains elusive. The ADEX self-tuning artificial intelligence (AI) system allows plants […]

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 […]

Power plant operators continually search for ways to make electricity production and transmission more efficient. With more generation sources coming online, the use of artificial intelligence and machine

Artificial intelligence (AI) and machine learning (ML) are becoming synonymous with the operation of power generation facilities. The increased digitization of power plants, from equipment to software, involves both thermal generation and renewable energy installations. Both AI and ML will be key elements for the design of future energy systems, supporting the growth of smart […]

Growing the amount of renewable power that’s available on the grid is equally as crucial for the energy transition as the ability to generate power from renewable sources. Fossil fuels continue to have the advantage because of market-bidding protocols that place their power on wholesale energy markets across the country, making it widely available to […]

The case for advanced analytics and remote diagnostics During the last 25 years significant advancements have been made in remote monitoring capabilities for power plants. A number of operations and maintenance (O&M) functions can routinely be managed remotely, and it is also becoming more common for peaking and renewable energy plants to be remotely operated […]