Transformers Magazine Special Edition – ML & AI
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Editorial Message
Dear readers,
The goal of this special edition was to shed light on the application of machine learning and artificial intelligence in the transformer industry, contributing to a better understanding of the requirements and available solutions. Expectations from these technologies are high in terms of what they can provide in various fields: monitoring, diagnostics, control, maintenance, perhaps even design, etc. A particular advantage of AI and ML technologies is the ability to predict future conditions, which opens up space for completely new paradigms, especially in maintenance.
How artificial intelligence can improve the control and maintenance of power transformers
Why is artificial intelligence becoming increasingly important for energy network operators?
AI challenges for maintenance for power transformer maintenance
The artificial intelligence concept is an antique one. The algorithm was developed by the 9th-century Persian mathematician Muhammad ibn Mūsā al-Khwārizmī.
Artificial intelligence applications and technology in the power industry
Artificial intelligence (AI) and machine learning (ML) have already found solid ground in the power industry, including the transformer business.
AI – someone needs to know what’s going on!
The point of the questions is to make us think about statistics and correlations and consider the cause and effect and whether the relationship is meaningful.
PTTX actively adheres to the “carbon neutrality” initiative and endeavors to improve its transformer core manufacturing technology
As climate change becomes a common issue for all mankind, carbon emissions have become the focus of attention around the world.
FRA winding type field cases and automatic classification using AI
Power transformers are critical to all High Voltage (HV) networks and are quite reliable over the long term, with a typical failure rate of around 1 % or less.
Prognostics and health management oriented data analytics suite for transformer health monitoring
The correct operation of a power transformer depends on the correct operation of multiple related components over a variety of conditions.
RHONA manufactures the first transformer of 100/133 MVA
RHONA S.A. is the largest manufacturer of Transformers in Chile, with more than 60 years of history.
Advanced online electrical testing in real time aided by electromagnetic signature analysis (EMSA) and artificial intelligence (AI) technology
Since its inception in the late 19th century, the electrical power grid and the apparatus that support it have experienced continuous advancements.
Artificial intelligence and machine learning in the era of digital transformer monitoring: Exciting developments at Hitachi Energy
Data gives deeper insight that allows us to answer questions that otherwise could not be answered.
Revolutionizing power utility with AI
The use of renewable energy to replace fossil fuels is gaining traction as economies across the globe continue to set their carbon neutrality targets.
New methodologies in transformer market investigation
It is demanding to determine the global and national market sizes for a product that is needed everywhere, where hundreds of manufacturers compete globally.
