Abstract: The disclosure discloses a single-ended fault positioning method and system for a HVDC power transmission line based on a hybrid deep network. The method comprises the following: collecting rectification side bus output voltage and current signals of a HVDC power transmission system under different fault types, fault distances and transition resistances as an original data set; eliminating electromagnetic coupling of the bipolar direct-current line by using phase-mode transformation, extracting IMF components of fault voltage and current signals under different fault scenes by using variational mode decomposition, and calculating TEO of the IMF components to obtain a fault data set after feature engineering; normalizing the fault data set, and dividing the fault data set into a training set and a test set; and successively inputting the training set and the test set into a hybrid network of a convolutional neural network and a long short-term memory network for training and testing.

Abstract: The present invention relates to a collagen-silk fibroin co-assembled sponge material, co-assembled artificial skin and a preparation method thereof. The collagen-silk fibroin co-assembled sponge material has an ordered porous spatial structure and is prepared from a collagen-silk fibroin co-assembled product obtained by co-assembly of collagen and silk fibroin. The co-assembled artificial skin comprises a collagen-silk fibroin co-assembled sponge dermis and an epidermis. The dermis of the co-assembled artificial skin provided in the present invention is similar to the natural extracellular matrix in composition and structure. This kind of ordered novel structure can induce ordered arrangement and regeneration of cells, thereby promoting wound healing, reducing scar formation and achieving good biocompatibility.

Abstract: The present invention relates to a collagen-silk fibroin co-assembled sponge material, co-assembled artificial skin and a preparation method thereof. The collagen-silk fibroin co-assembled sponge material has an ordered porous spatial structure and is prepared from a collagen-silk fibroin co-assembled product obtained by co-assembly of collagen and silk fibroin. The co-assembled artificial skin comprises a collagen-silk fibroin co-assembled sponge dermis and an epidermis. The dermis of the co-assembled artificial skin provided in the present invention is similar to the natural extracellular matrix in composition and structure. This kind of ordered novel structure can induce ordered arrangement and regeneration of cells, thereby promoting wound healing, reducing scar formation and achieving good biocompatibility.

Abstract: A silicate-doped hydroxyapatite material has an ordered and directional growth structure. The silicon content in the silicate-doped hydroxyapatite material ranges from 0.1 wt % to 1.6 wt %, and silicon is doped in hydroxyapatite lattices in a form of silicate. A template-induced method for manufacturing the synthetic silicate-doped hydroxyapatite material above.