machine learning

The convergence of artificial intelligence and digital twin technology is emerging as a transformative solution, enabling power producers to shift from static control systems to dynamic, self-optimizing

Artificial intelligence (AI) is playing a huge role in heat rate optimization. In some cases, AI-driven models have analyzed operational data to recommend control settings that reduce heat rates by 1.5% to

Localized intelligence will reshape energy operations, enabling edge-based generative artificial intelligence (AI) models to deliver precision, agility, and control at every layer of power operations. For

Amanda Neuenfeldt is the energy management system (EMS) modeling lead engineer at Actalent, a global company specializing in engineering and sciences services, along with talent solutions. Neuenfeldt works with emerging grid technologies related to artificial intelligence (AI), machine learning (ML), and cybersecurity. She has studied the application of a predictive machine learning algorithm, coupled with […]

The rise of artificial intelligence (AI) has revolutionized how industries operate, and data centers have become the nerve center of this transformation. From streaming services to real-time collaboration tools, the data centers that house and manage our digital lives are expanding rapidly to meet the surging demand. Yet, as AI’s impact and importance grow, so […]

The digital age is fundamentally dependent on data centers, which serve as the backbone of our technological infrastructure. Without them, the digital world as we know it would not exist. However, the rapid expansion of data centers has put unprecedented stress on the electric grid, leading to increased energy consumption and heightened demand for power. […]

Energy and utilities companies are grappling with unprecedented challenges. With the cost of electricity surging by 28.5% in just five years, the average American now spends nearly $300 a month on utilities, leading to a rise in customer defaults and mounting bad debt. Global energy demand is only set to grow in the coming years […]

The need for more reliability and resilience of power delivery, both in the U.S. and worldwide, has utilities and grid operators looking for solutions to the challenge of bolstering the electricity supply. Electric grid infrastructure, both in the U.S. and other parts of the world, needs an upgrade. Increased power demand from energy-intensive industries such […]

Artificial intelligence (AI)-based platforms have taken the world by storm. Perhaps the best known of these is ChatGPT. OpenAI, the company that developed the innovative chatbot, released the tool widely to

Artificial intelligence (AI) is rapidly transforming the power sector, offering unprecedented opportunities for efficiency and innovation. But as AI applications proliferate, new challenges are emerging. How will industry navigate the potential and challenges that accompany this digital revolution? Recent efforts to overhaul the long-established energy system in alignment with decarbonization and decentralization have introduced new […]

The nation’s energy infrastructure is in dire need of change. Electricity demands are rising, but aging infrastructure, understaffed energy organizations, and shifting trends make it challenging to fulfill those needs. Power load balancing will be crucial in changing these circumstances, but conventional approaches aren’t sufficient. The answer lies in artificial intelligence (AI). AI and its […]

Climate change is a threat multiplier. Clean-up costs are ballooning and natural disasters are growing more expensive. In 2022 alone there were 18 natural disasters that caused more than $1 billion in damage, up from only three events in 1980. These are taking a bigger bite out of the energy sector’s operating costs and profits, […]

A modern town without power—shuttered stores, empty parking lots and useless traffic lights—can resemble an eerie, dystopian future where residents struggle to get what they need. This is the short-term reality for localities that have been victims of targeted substation attacks, which have been rising steadily for the past decade. COMMENTARY At best, these widespread […]

The power industry’s rapid adoption of digitalization is a striking example of its dynamic innovation—the continuous development and introduction of new ideas, products, or processes to meet shifting

Built on the platform delivering over 100,000+ projects a week, Aurora’s AI solutions simultaneously evaluate HD map imagery and LIDAR data to generate 3D models in 30 seconds July 19, 2022 – SAN FRANCISCO – Aurora Solar, a cloud-based platform trusted by solar professionals across marketing, sales, design, and operations, today unveiled new artificial intelligence […]

A new product from GE Digital will improve the operation of gas turbines through artificial intelligence (AI) and machine learning (ML), resulting in lower fuel consumption and reducing emissions, the company announced Jan. 20. GE Digital in its announcement said turbines “require seasonal adjustment of flame temperatures and fuel splits, which is generally a manual […]

The world is changing rapidly as technology advances at breakneck speed. From the fourth industrial revolution and virtual reality to 5G and artificial intelligence (AI), our society is on the brink of tremendous technological upheaval. Although many industries evolve alongside innovations, some, such as utilities, have not moved at the same pace. This is in […]

Nuclear power remains one of the cleanest forms of energy available to us. Unfortunately, current challenges in measuring nuclear power plant waste and contamination levels make it difficult to manage. The inability to effectively measure these levels makes it difficult to validate nuclear power, and in some cases, is even causing some political tensions. Machine […]

Today’s electric power grids are evolving at an alarming pace. Distributed energy resources are quickly taking the place of central power stations, making grid operators’ jobs of managing power flows in

The power sector has been evolving for years and technology has been instrumental in the change. Today, asset performance management and predictive maintenance tools can help power companies avoid outages

Research initiatives to focus on the application of artificial intelligence (AI) and machine learning to the challenge of managing the transition to a carbon-neutral energy system Collaboration highlights the growing importance of Quebec as a center of AI research and development Montréal, 9 September 2021 – Montreal’s Institute for data valorization (IVADO) today announced a […]

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 […]

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 […]

Artificial intelligence (AI) and machine learning have become major factors in nearly every industry, and have increasingly become more popular among utilities. Automated technology is being used to inspect

GE researchers developing an artificial intelligence (AI) and machine learning (ML)- enabled inverse design framework that allows performance metrics to create more optimized designs for industrial gas turbine (IGT) aerodynamic components   Project aims to achieve a 30-50% reduction in design cycle times, or from 1 year to a few months Partnered with University of […]

The coronavirus pandemic is altering the power landscape, with utilities and other power generators forced to adjust for load disruptions. Power consumption is changing as commercial and industrial electricity users close their businesses, and load is shifting to the residential sector with workers now settled in home offices, and students practicing remote and distance learning. […]

Power plant operators are turning to predictive maintenance applications to monitor equipment and collect performance data. Asset management systems, using artificial intelligence and other methods, are part

Artificial intelligence (AI) is a term power professionals are seeing increasingly to describe sophisticated digital technologies. Could it be the breakthrough that is so highly hyped? There is no argument