Background Maintaining machines effectively continues to be a challenge for industrial
organisations, which frequently employ reactive or premeditated methods. Recent research …

Maintaining machine health is crucial for optimizing operational efficiency and minimizing
downtime in industrial applications. This paper explores recent advancements in vibration …

While decision-making can be difficult, digital twins offer an effective solution by bridging the
gap between reality and digital modelling through virtual duplication of the real world …

Currently, with the growth of industry, companies tend to be increasingly competitive with the
goal of obtaining a product with better quality, less waste and at a lower price. To make this …

(GRU) for modeling long-term dependencies. This approach effectively mitigates the
influence of high noise and overcomes the limitations of DCNN algorithms in handling long …