Abstract: The patent discloses a method for efficiently collecting and purifying Orobanche cumana (O. cumana) germination stimulants using aeroponic system and solid-phase extraction (SPE), including the following steps: (1) sunflower seeds germination, then planting sunflower seedlings in aeroponic device, and cultivating the sunflower seedlings in the aeroponic system; at the aeroponic stage, phosphorus-containing aeroponic nutrient solution is first used to cultivate the sunflower seedlings for 20 to 25 days, and phosphorus-free aeroponic nutrient solution is then used instead to subject the sunflower seedlings to starvation cultivation for 5 to 7 days; and (2) passing all nutrient solutions in the aeroponic device through an SPE cartridge for SPE to extract O. cumana germination stimulants. The obtained O. cumana germination stimulants are diversified, and have high concentration and purity.

Abstract: A method for predicting burning through point (BTP) based on an encoder-decoder network is provided, which belongs to a field of soft-sensing modeling in an industrial process. A BTP prediction model based on the encoder-decoder network with a temporal attention mechanism and a spatial attention mechanism is developed according to data acquired during an operation of a sintering machine, where the temporal attention mechanism is used to characterize temporal dynamics of samples, and the spatial attention mechanism is used to capture a correlation between an object variable and an advanced feature, to improve accuracy and robustness of the model. With the model, BTP in a sintering process can be predicted in real time, which has great practical significance for on-site process guidance and parameter adjustment.

Abstract: The patent discloses a method for efficiently collecting and purifying Orobanche cumana (O. cumana) germination stimulants using aeroponic system and solid-phase extraction (SPE), including the following steps: (1) sunflower seeds germination, then planting sunflower seedlings in aeroponic device, and cultivating the sunflower seedlings in the aeroponic system; at the aeroponic stage, phosphorus-containing aeroponic nutrient solution is first used to cultivate the sunflower seedlings for 20 to 25 days, and phosphorus-free aeroponic nutrient solution is then used instead to subject the sunflower seedlings to starvation cultivation for 5 to 7 days; and (2) passing all nutrient solutions in the aeroponic device through an SPE cartridge for SPE to extract O. cumana germination stimulants. The obtained O. cumana germination stimulants are diversified, and have high concentration and purity.

Abstract: The present invention provides a myricetin derivative, a preparation method thereof, a pharmaceutical composition containing the same, an application thereof for treating colitis, preventing and treating colitis-associated tumorigenesis and treating colorectal cancer, and an application thereof in preparing a composition for modulating activities of endoplasmic reticulum stress signaling molecules. The myricetin derivative disclosed herein has excellent water solubility, and has biological activities including inhibition of colitis, prevention and treatment of colitis-associated tumorigenesis, and treatment of colorectal cancer. The preparation method disclosed herein uses myricetrin as starting material which is economical and easily available. With the merits of low cost, high yield, high product purity and suitability for large-scale industrial production, the preparation method disclosed herein represents significant market value and economic prospects.

Abstract: The present invention provides a myricetin derivative, a preparation method thereof, a pharmaceutical composition containing the same, an application thereof for treating colitis, preventing and treating colitis-associated tumorigenesis and treating colorectal cancer, and an application thereof in preparing a composition for modulating activities of endoplasmic reticulum stress signaling molecules. The myricetin derivative disclosed herein has excellent water solubility, and has biological activities including inhibition of colitis, prevention and treatment of colitis-associated tumorigenesis, and treatment of colorectal cancer. The preparation method disclosed herein uses myricetrin as starting material which is economical and easily available. With the merits of low cost, high yield, high product purity and suitability for large-scale industrial production, the preparation method disclosed herein represents significant market value and economic prospects.