Abstract: A continuous solid organic matter pyrolysis polygeneration system and method for using the system is disclosed. The pyrolysis polygeneration system mainly includes a processing system, a drying furnace, a pyrolysis furnace, a cooling furnace, a tail gas treatment system, and a gas treatment system and a protective gas circulation system cooperate with each other to realize the multi-level rational utilization of energy, and are suitable for the continuous and rapid pyrolysis and carbonization of various solid organic matter in the actual production. While realizing the polygeneration of coke, wood vinegar and tar, the maximum utilization of overall heat is realized through process optimization.

Abstract: A fusion method of satellite-based and ground-based lightning data includes S1, selecting valid data in the satellite-based and ground-based lightning data; S2, determining a time threshold for fusing the satellite-based and ground-based lightning data; S3, determining a spatial threshold for fusing the satellite-based lightning data and the ground-based lightning data; and S4, constructing a data fusion scheme to obtain a fused all lightning data set.

Abstract: A processor-implemented method with keyword detection includes: receiving at least a portion of a voice signal input by a user; extracting a voice feature of the voice signal; inputting an abstract representation sequence of a preset keyword and the voice feature to an end-to-end keyword detection model, and determining a result on whether the preset keyword is present in the voice signal output from the keyword detection model, wherein the keyword detection model predicts whether the preset keyword is present in the voice signal by: determining an abstract representation sequence of the voice signal, based on the voice feature and the abstract representation sequence of the preset keyword; predicting position information of the preset keyword in the voice signal based on the abstract representation sequence of the voice signal; and predicting whether the preset keyword is present in the voice signal, based on the abstract representation sequence of the voice signal and the position information.