Machine learning models for biomass energy content prediction: A correlation-based optimal feature selection approach

New concepts in biomass gasification

Steffen Heidenreich, Pier Ugo Foscolo · Progress in Energy and Combustion Science · 2014 · 677 citations

Biomass Utilization, Biomass Conversion, Engineering +8

Estimation of higher heating value of biomass from proximate analysis: A new approach

Daya Ram Nhuchhen, P. Abdul Salam · Fuel · 2012 · 334 citations

Biomass Conversion, Engineering, Bioenergy +12

Predictive modeling of biomass gasification with machine learning-based regression methods

Furkan Elmaz, Özgün Yücel, Ali Yener Mutlu · Energy · 2019 · 257 citations

Biomass Conversion, Engineering, Bioenergy +9

A comprehensive study on estimating higher heating value of biomass from proximate and ultimate analysis with machine learning approaches

Jiangkuan Xing, Kun Luo, Haiou Wang et al. · Energy · 2019 · 174 citations

Comprehensive Study, Biomass Conversion, Engineering +12

Improved prediction of higher heating value of biomass using an artificial neural network model based on proximate analysis

Harun Uzun, Zeynep Yıldız, Jillian L. Goldfarb et al. · Bioresource Technology · 2017 · 158 citations

Engineering, Bioenergy, Energy Analysis +6