An Efficient Crop-Based Digital Twin Network Leveraging a Novel Texture-Enabled Neural Radiance Field
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3599943
Abstract: The agricultural digital twin network (ADTN) represents one of the key enabling technologies of Agriculture 4.0. However, the unstructured nature of agricultural scenarios poses significant challenges to the geometric fidelity and scalability of ADTNs, as… read more here.
Keywords: texture; twin network; digital twin; neural radiance ... See more keywords
Twin Network Approach for Multi-Fault Classification in Power Transformers Using Enriched Features and Zero Synthetic Data
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Dielectrics and Electrical Insulation"
DOI: 10.1109/tdei.2025.3563316
Abstract: This study introduces a new deep learning-based methodology for classifying single-label and multilabel faults in power transformers. The proposed approach leverages a deep twin network architecture to effectively analyze dissolved gases (DGs) without relying on… read more here.
Keywords: methodology; twin network; synthetic data; power transformers ... See more keywords
ABWOA: adaptive boundary whale optimization algorithm for large-scale digital twin network construction
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Cloud Computing"
DOI: 10.1186/s13677-024-00667-z
Abstract: Digital twin network (DTN) as an emerging network paradigm, have garnered growing attention. For large-scale networks, a crucial problem is how to effectively map physical networks onto the infrastructure platform of DTN. To address this… read more here.
Keywords: whale optimization; digital twin; network; twin network ... See more keywords