Solar energy is one of the most important renewable energy sources. Photovoltaic (PV)
systems, as the most crucial conversion medium for solar energy, have been widely used in …

In an actual industrial scenario, machines typically operate normally for the majority of the
time, with malfunctions occurring only occasionally. As a result, there is very little recorded …

Transformer is one of the important components of the power system, capable of transmitting
and distributing the electricity generated by renewable energy sources. Dissolved Gas …

After the massive integration of distributed energy resources, energy storage systems and
the charging stations of electric vehicles, it has become very difficult to implement an efficient …

Dissolved gas analysis (DGA) data are generally used to diagnose a transformer fault.
However, the measurement errors in DGA data are inevitable and will affect the accuracy …

The continuous and reliable operation of the transformer is the basis to ensure the normal
operation of the power system. Relevant departments collect multi-dimensional and multi …

Artificial Intelligence (AI) techniques are considered the most advanced approaches for
diagnosing faults in power transformers. Dissolved Gas Analysis (DGA) is the conventional …

Enterprise credit risk prediction is to predict whether enterprises will default in the future,
according to a variety of historical data by establishing a corresponding relationship …

Military troops rely on maintenance management projects and operations to preserve the
materials' ordinary conditions or restore them to combat or military training. Maintenance …

This paper discusses the impact of the feature input vector on the performance of dissolved
gas analysis-based intelligent power transformer fault diagnosis methods. For this purpose …