《Pyrolytic characteristics of fine materials from municipal solid waste using TG-FTIR, Py-GC/MS, and deep learning approach: Kinetics, thermodynamics, and gaseous products distribution》 was written by Lin, Kunsen; Tian, Lu; Zhao, Youcai; Zhao, Chunlong; Zhang, Meilan; Zhou, Tao. Safety of (R)-Oxiran-2-ylmethanol And the article was included in Chemosphere on April 30 ,2022. The article conveys some information:
Fine materials (FM) from municipal solid waste (MSW) classification require disposal, and pyrolysis is a feasible method for the treatments. Hence, the behavior, kinetics, and products of FM pyrolysis were investigated in this study. A deep learning algorithm was firstly employed to predict and verify the TG data during the process of FM pyrolysis. The results showed that FM pyrolysis could be divided into drying (<138 °C), de-volatilization (138-570 °C), and decomposition stage (≥570 °C above). The de-volatilization can further be divided into stage 2 and stage 3, with values of activation energy estimated by Flynn-Wall-Ozawa and Kissinger-Akahira-Sunose methods as 123.35 and 172.95 kJ/mol, resp. The gas products like H2O, CO2, CH4, and CO, as well as functional groups like phenols and carbonyl (C=O), were all detected during the process of FM pyrolysis by thermogravimetric-fourier transform IR spectrometry at a heating rate of 10 °C/min. The main species detected by pyrolysis-gas chromatog.-mass spectrometry analyzer included acid (41.98%) and aliphatic hydrocarbon (22.44%). Finally, the 1D-CNN-LSTM algorithm demonstrated an outstanding generalization capability to predict the relationship between FM composition and temperature, with R2 reaching 93.91%. In sum, this study provided a reference for the treatment of FM from MSW classification as well as the feasibility and practicability of deep learning applied in pyrolysis. The experimental part of the paper was very detailed, including the reaction process of (R)-Oxiran-2-ylmethanol(cas: 57044-25-4Safety of (R)-Oxiran-2-ylmethanol)
(R)-Oxiran-2-ylmethanol(cas: 57044-25-4) is a chiral building block used to construct an epoxyvinyl iodide intermediate in a synthesis of a furanocembrane, a marine natural product.Safety of (R)-Oxiran-2-ylmethanol
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