WU Xun, SHI Jian-yong, ZHANG Tao, et al. Inverse estimation of parameters for heat generation due to degradation
in landfills based on the Levenberg-Marquardt algorithm[J]. 2022, 43(2).
DOI:
WU Xun, SHI Jian-yong, ZHANG Tao, et al. Inverse estimation of parameters for heat generation due to degradation
in landfills based on the Levenberg-Marquardt algorithm[J]. 2022, 43(2).DOI: 10.16285/j.rsm.2021.1361.
Inverse estimation of parameters for heat generation due to degradation
in landfills based on the Levenberg-Marquardt algorithm
The parameters for heat generation of municipal solid waste (MSW) are the basis for studying the temperature variation and utilization of heat resource in landfills. Inverse estimation of parameters for heat generation due to degradation in landfills was proposed based on the peak heat generation model obtained from laboratory tests
heat conduction theory and the Levenberg- Marquardt (LM) algorithm. One-dimensional heat conduction model was established according to practical working situation of landfills
and analytical solution was then obtained. Base on the measured temperature data of a certain depth
the parameters for heat generation were obtained by inversion using the LM algorithm. The temperature at any depth of the landfill can be calculated with the parameters. The peak heat generation rate
the time corresponding to a peak heat generation rate and total heat generation of the landfill can be calculated using the heat generation parameters. Taking the Taohuashan Landfill in Wuxi
China and the Michigan Landfill in the United States as examples
the parameters of heat generation due to degradation were obtained by inversion. The temperature of the measuring point outside the inversion point was calculated by using the degradation heat production parameters obtained from the inversion
and compared with the measured values to verify the rationality and applicability of the inversion model. It is found that the laboratory test has a larger peak heat generation and an earlier peak time than the practical landfill engineering. Compared with the Michigan Landfill
the Wuxi Taohuashan Landfill has a higher heat production rate in the early stage
and the time to reach the peak heat generation rate is shorter.