Tianhao Chen

Effect of exhaust gas recirculation on knock of HCNG fueled spark ignition engine and prediction of knock intensity by improved particle swarm optimization-back propagation neural network

Muhammad Farhan, Tianhao Chen, Muhammad Ihsan Shahid et al. · Applied Thermal Engineering · 2025 · 21 citations

Engineering, Aerospace Engineering, Combustion Science +5

An experimental study of knock analysis of HCNG fueled SI engine by different methods and prediction of knock intensity by particle swarm optimization-support vector machine

Muhammad Farhan, Tianhao Chen, Anas Rao et al. · Energy · 2024 · 15 citations

Engineering, Mechanical Engineering, Systems Engineering +3

Experimental study of emissions and conversion efficiency analysis of hydrogen-enriched compressed natural gas engine before and after catalytic converter and predicted by improved particle swarm optimization in conjunction with back propagation neural network (IMPSO-BPNN)

Muhammad Ihsan Shahid, Tianhao Chen, Muhammad Farhan et al. · Energy · 2025 · 14 citations

Machine learning-enhanced combustion modeling for predicting laminar burning velocity of ammonia-hydrogen mixtures using improved reaction mechanisms

Anas Rao, Wei Li, Muhammad Salman Abbasi et al. · Energy · 2025 · 11 citations

Impact of combustion chamber wall temperature on knock in HCNG-fueled SI engines: A regression-based knock intensity correlation

Muhammad Farhan, Muhammad Ihsan Shahid, Anas Rao et al. · Applied Thermal Engineering · 2025 · 11 citations