Machine learning assisted prediction of exhaust gas temperature of a heavy-duty natural gas spark ignition engine J Liu, Q Huang, C Ulishney, CE Dumitrescu Applied Energy 300, 117413, 2021 | 80 | 2021 |
Comparison of random forest and neural network in modeling the performance and emissions of a natural gas spark ignition engine J Liu, Q Huang, C Ulishney, CE Dumitrescu Journal of Energy Resources Technology 144 (3), 032310, 2022 | 66 | 2022 |
Experimental investigation of a heavy-duty natural gas engine performance operated at stoichiometric and lean operations J Liu, CJ Ulishney, CE Dumitrescu Energy Conversion and Management 243, 114401, 2021 | 54 | 2021 |
Random forest machine learning model for predicting combustion feedback information of a natural gas spark ignition engine J Liu, C Ulishney, CE Dumitrescu Journal of Energy Resources Technology 143 (1), 012301, 2021 | 42 | 2021 |
On the use of artificial neural networks to model the performance and emissions of a heavy-duty natural gas spark ignition engine Q Huang, J Liu, C Ulishney, CE Dumitrescu International Journal of Engine Research 23 (11), 1879-1898, 2022 | 36 | 2022 |
Low pressure direct injection strategies effect on a small SI natural gas two-stroke engine’s energy distribution and emissions M Darzi, D Johnson, C Ulishney, N Clark Applied energy 230, 1585-1602, 2018 | 33 | 2018 |
Methods to improve combustion stability, efficiency, and power density of a small, port-injected, spark-ignited, two-stroke natural gas engine D Johnson, M Darzi, C Ulishney, M Bade, N Zamani Internal Combustion Engine Division Fall Technical Conference 58325, V002T07A008, 2017 | 26 | 2017 |
Effect of gas composition on the performance and emissions of a dual-fuel diesel-natural gas engine at low load conditions CJ Ulishney, CE Dumitrescu Fuel 324, 124531, 2022 | 20 | 2022 |
Baseline evaluation of ignition timing and compression ratio configurations on efficiency and combustion stability of a small-bore, two-stroke, natural gas engine M Darzi, D Johnson, C Ulishney, M Bade, N Zamani ASME International Mechanical Engineering Congress and Exposition 58417 …, 2017 | 18 | 2017 |
A support-vector machine model to predict the dynamic performance of a heavy-duty natural gas spark ignition engine J Liu, Q Huang, C Ulishney, C Dumitrescu SAE Technical Paper, 2021 | 16 | 2021 |
Conversion of a heavy-duty diesel engine to natural-gas spark-ignition operation: test bench development J Liu, CE Dumitrescu, H Bommisetty, C Ulishney ASME International Mechanical Engineering Congress and Exposition 59438 …, 2019 | 16 | 2019 |
Numerical investigation of a heavy-duty compression ignition engine converted to ammonia spark-ignition operation J Liu, CJ Ulishney, CE Dumitrescu Journal of Engineering for Gas Turbines and Power 145 (8), 081008, 2023 | 15 | 2023 |
Application of random forest machine learning models to forecast combustion profile parameters of a natural gas spark ignition engine J Liu, C Ulishney, CE Dumitrescu ASME International Mechanical Engineering Congress and Exposition 84539 …, 2020 | 15 | 2020 |
Prediction of efficient operating conditions inside a heavy-duty natural gas spark ignition engine using artificial neural networks J Liu, C Ulishney, CE Dumitrescu ASME International Mechanical Engineering Congress and Exposition 84560 …, 2020 | 15 | 2020 |
Development of the control and acquisition system for a natural-gas spark-ignition engine test bench L Gasbarro, J Liu, C Ulishney, CE Dumitrescu, L Ambrogi, M Battistoni ASME International Mechanical Engineering Congress and Exposition 59438 …, 2019 | 15 | 2019 |
Gaseous fuels variation effects on first and second law analyses of a small direct injection engine for micro-CHP systems M Darzi, D Johnson, C Ulishney, D Oliver Energy Conversion and Management 184, 609-625, 2019 | 15 | 2019 |
Heavy-duty compression-ignition engines retrofitted to spark-ignition operation fueled with natural gas L Gasbarro, J Liu, C Dumitrescu, C Ulishney, M Battistoni, L Ambrogi SAE Technical Paper, 2019 | 13 | 2019 |
Continuously varying exhaust outlet diameter to improve efficiency and emissions of a small SI natural gas two-stroke engine by internal EGR M Darzi, D Johnson, RMB Bade, C Ulishney, NZ Meymian, N Clark, ... SAE Technical Paper, 2018 | 12 | 2018 |
Effect of spark timing on the combustion stages seen in a heavy-duty compression-ignition engine retrofitted to natural gas spark-ignition operation J Liu, CJ Ulishney, CE Dumitrescu SAE International Journal of Engines 14 (3), 335-344, 2021 | 11 | 2021 |
Improving machine learning model performance in predicting the indicated mean effective pressure of a natural gas engine J Liu, C Ulishney, CE Dumitrescu Internal Combustion Engine Division Fall Technical Conference 84034, V001T03A009, 2020 | 11 | 2020 |