IEEE

KKGCN: A Knowledge-constrained K-hop Graph Convolutional Network for Soft Sensor modeling in Industrial Processes

Abstract: With the increasing complexity of industrial processes, the effective monitoring of key quality variables has become critically important. Soft sensing techniques provide an efficient means ...

Graphene 'leaf tattoo' sensor tracks plant hydration in real time

Is your houseplant thirsty? Are crops getting enough water? Is a forest at high risk of wildfire? Leaf health can answer all ...
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Exam review understanding the cosecant graph to determine the range

👉 Learn the basics of graphing the secant and the cosecant graphs. Recall that the secant is the reciprocal of the cosine while the cosecant is the reciprocal of the sine. Also recall that the cosine ...
IEEE

Graph-Based Visualization and Fault Diagnosis in Large-Scale Industrial Sensor Networks Using KNN-Constructed Graph Neural Networks(GNN)-A Approach Synthetic Dataset

Abstract: In this study, we present a scalable method for modeling and visualizing large-scale industrial sensor networks using Graph Neural Network (GNN) principles. By applying the K-Nearest ...