Quzhou College of Technology

Hybrid hypergraph networks for multimodal sequence data classification

Abstract Modeling temporal multimodal data requires both long-range temporal dependencies and cross-modal interactions to be represented. Existing approaches commonly model each modality separately and then apply shallow fusion, which can limit the representation of higher-order...

Joint fault prediction and remaining useful life estimation for large-scale mining equipment based on temporal convolutional network and multi-head self-attention

Abstract Reliable operation of large-scale mining equipment governs both production efficiency and the safety of the crews working underground, yet the maintenance strategies still common in the sector either replace healthy parts on a calendar or wait for a breakdown that arrive...

XB-RTDETR: bearing defect detection based on multi-scale edge feature fusion and intra-scale feature interaction

Bearing surface defect detection is essential in mechanical engineering and industrial inspection because bearings are widely used as core components in mechanical equipment. However, repeated feature extraction and downsampling can remove fine details, making tiny or subtle defe...

Convenient Determination of Trace Methylcyclosiloxanes in Water by Vortex‐Assisted Small‐Scale Liquid–Liquid Extraction and GC–MS Analysis

ABSTRACT Rationale Volatile methylcyclosiloxanes, particularly octamethylcyclotetrasiloxane (D4), decamethylcyclopentasiloxane (D5), and dodecamethylcyclohexasiloxane (D6), are commonly found in the environment and have gained significant attention as emerging contaminants. Howev...

A zero-sequence-enhanced 7-channel MTF-ResNet18-MSA framework for transmission line fault diagnosis

Abstract Accurate transmission-line fault diagnosis is important for reliable power-system protection. Existing deep learning methods often rely on phase-domain voltages and currents, which may be insufficient to distinguish severe three-phase faults with and without a ground pat...

Mechanistic roles of the NLRP3–caspase-1 signaling axis in atherosclerosis: pyroptosis, interaction networks, and therapeutic targets

Atherosclerosis (AS) is a chronic inflammatory condition marked by lipid and immune cell accumulation in arteries, leading to plaque formation and vascular dysfunction. The nucleotide-binding oligomerization domain-like receptor family pyrin domain-containing 3 (NLRP3) inflammaso...