Abstract：
:Production of sustainable clean energy can be achieved by co-pyrolysis of agricultural residues and wastewater sludge. Herein, non-additive thermal behaviour of co-pyrolysis of pharmaceutical sludge and ginkgo biloba leaf residues was investigated. Synergistic effect of co-pyrolysis was not obvious at elevated temperatures. Further, kinetics of co-pyrolysis was studied by fitting Coats-Redfern integration method to thermogravimetric (TG) curve. The change of heat and mass transfer in the reactor caused the change of dynamic parameters. Moreover, hybrid particle swarm optimization and gradient boosting decision tree (PSO-GBDT) algorithm was designed to boost the energy production at full-scale pyrolysis plant by monitoring TG curves. PSO-GBDT model well predicts mass loss rate of the mixture at different heating rates confirming that co-pyrolysis of PS and GBLR can results in high energy production by increasing PS pyrolysis. Designing PSO-GBDT model help to reduced waste production by resourceful treatment of waste in to energy.
journal_name
Bioresour Technoljournal_title
Bioresource technologyauthors
Yu Z,Yousaf K,Ahmad M,Yousaf M,Gao Q,Chen Kdoi
10.1016/j.biortech.2020.123020subject
Has Abstractpub_date
2020-05-01 00:00:00pages
123020eissn
0960-8524issn
1873-2976pii
S0960-8524(20)30289-3journal_volume
304pub_type
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