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CHENG Song 成松 (Dr)
PolyU Scholars Hub

CHENG Song 成松 (Dr)

Assistant Professor

Area of Specialization: Gas Phase Chemical Kinetics; Real-fluid Oxidation Chemistry; Low-carbon Oxidation Chemistry; Uncertainty Quantification and Optimization; Optimal Decision Making; Machine Learning.

Biography

VS (UC Berkeley); PhD (UniMelb); MSAE; MCI; MASME; MIEA

 

Short Description

 
Dr Cheng received his Ph.D. degree from the Department of Mechanical Engineering of the University of Melbourne. He was appointed a Visiting Researcher in the Department of Mechanical Engineering of the University of California, Berkeley from 2017 to 2018, and a Postdoc in the Energy Systems Division of Argonne National Laboratory from 2019 to 2021. In 2021, Dr Cheng joined the Department of Mechanical Engineering of the Hong Kong Polytechnic University as an Assistant Professor.

Dr Cheng’s current research interests include gas-phase chemical kinetics, trans-/super-critical combustion fundamentals, uncertainty quantification, and near real-time model optimization. He is particularly interested in integration of green fuels and propellants in heavy-duty engines, gas turbines and next generation space applications, via generating new understandings and knowledge of intermolecularly interactive chemical kinetics. He is also specifically interested in characterizing kinetics-governed phenomena under extreme conditions using both theoretical and experimental techniques, with a particular emphasis on trans-/super-critical pyrolysis, oxidation and combustion. He also has special focuses on developing machine learning assisted frameworks to implement near real-time optimization of high-dimensional models, as well as to enable detailed chemical kinetics in turbulent combustion modelling.

Applications with proven track record and strong commitment are kindly invited for Ph.D., RA and other research openings in Dr Cheng’s group.

 

Selected Research Projects

 
  1. Optimization of acetaldehyde chemical kinetic model via high-dimensional model representation and machine learning, 2022 - 2025, PI.
  2. Platform for studying atmospheric to supercritical gas-phase chemical kinetics, 2022-2025, PI.
  3. Toward Decarbonized Transportation via Carbon-Free Blending of Sustainable and Petroleum-Derived Aviation Fuels, 2022-2024, PI.

 

Selected Publications (* indicates corresponding authors):

 
  1. Shannon Zhang, Matthew Lee, S. Scott Goldsborough, Song Cheng*, Multi-stage heat release of multi-component fuels: insights and implications for advanced engine operation, Fuel (under review), 2022
  2. Kiran K. Yalamanchi, Xin Bai, Nivain Devnith Fernando, Adrian Shalom Lua, Song Cheng*, Yang Li*, Chong-Wen Zhou, S. Scott Goldsborough, S. Mani Sarathy, From electronic structure to model application of key reactions for gasoline/alcohol combustion: hydrogen-atom abstractions by CH3Ȯ radical, Combustion and Flame (under review), 2022.
  3. Song Cheng*, S. Scott Goldsborough*, Scott W. Wagnon, Russell Whitesides, Matthew McNenly, William J. Pitz, Dario Lopez-Pintor, John E Dec, Replicating HCCI-like autoignition behavior: what gasoline surrogate fidelity is needed? Applications in Energy and Combustion Science (under review), 2022
  4. Song Cheng*, Chiara Saggese, S. Scott Goldsborough, Scott W. Wagnon, William J. Pitz, Unraveling the role of EGR olefins at advanced combustion conditions in the presence of nitric oxide: ethylene, propene and iso-butene, Combustion and Flame (accepted), 2022.
  5. Song Cheng*, Chiara Saggese, S. Scott Goldsborough, Scott W. Wagnon, William J. Pitz, Chemical kinetic interactions of NO with a multi-component gasoline surrogate: experiments and modeling, Proceedings of The Combustion Institute (accepted), 2022.
  6. Caiyu Yang, Jin-Tao Chen, Xincheng Zhu, Xin Bai, Yang Li, Kiran K. Yalamanchi, S. Mani Sarathy, S. Scott Goldsborough, Song Cheng*, Henry J. Curran, Chong-Wen Zhou, From electronic structure to model application of key reactions for gasoline/alcohol combustion: hydrogen-atom abstraction by CH3OȮ radicals, Proceedings of The Combustion Institute (accepted), 2022.
  7. Song Cheng*, S.Scott Goldsborough, Scott Wagnon, William J. Pitz. Probing intermediate temperature heat release in autoignition of C3-C4 alcohol/gasoline blends. Combustion and Flame, 223 (2021) 111602.
  8. Song Cheng*, S.Scott Goldsborough, Chiara Saggese, Scott Wagnon, William J. Pitz. New insights into fuel blending effects: intermolecular chemical kinetic interactions affecting autoignition times and intermediate-temperature heat release. Combustion and Flame, 223 (2021) 111559
  9. Song Cheng, Dongil Kang, S. Scott Goldsborough, Chiara Saggese, Scott Wagnon, Goutham Kukkadapu, Kuiwen Zhang, Marco Mehl, William J. Pitz. Autoignition and preliminary heat release of gasoline surrogates and their blends with ethanol at engine-relevant conditions: experiments and comprehensive kinetic modeling. Combustion and Flame, 228 (2021) 57-77.
  10. Ashish Shah, Song Cheng, Douglas E. Longman, S. Scott Goldsborough, Toby Rockstroh. An Experimental Study of Uncertainty Considerations Associated with Predicting Autoignition Timing using the Livengood-Wu Integral Method. Fuel, 286 (2021) 119025
  11. Song Cheng, Dongil Kang, S. Scott Goldsborough, Chiara Saggese, Scott Wagnon, William J. Pitz. Experimental and modeling study of C2-C4 alcohol autoignition at intermediate temperature conditions. Proceedings of the Combustion Institute, 38 (4) (2021) 709-717.
  12. Muhammad Waqas, Song Cheng*, S.Scott Goldsborough, Toby Rockstroh, Bengt Johansson, Christopher P. Kolodziej. An Experimental and Numerical Investigation to Characterize the Low-Temperature Heat Release in Stoichiometric and Lean Combustion. Proceedings of the Combustion Institute, 38 (4) (2021) 5673-5683.
  13. S. Scott Goldsborough, Song Cheng, Dongil Kang, Chiara Saggese, Scott Wagnon, William J. Pitz. Effects of isoalcohol blending with gasoline on autoignition behavior in a rapid compression machine: isopropanol and isobutanol. Proceedings of the Combustion Institute, 38 (4) (2021) 5655-5664.
  14. Chiara Saggese, Scott Wagnon, Goutham Kukkadapu, Song Cheng, S. Scott Goldsborough, William J. Pitz. An improved detailed chemical kinetic model for C3-C4 linear and iso-alcohol isomers and their blends with gasoline at engine-relevant conditions. Proceedings of the Combustion Institute, 38 (4) (2021) 415-423.
  15. Song Cheng, Dongil Kang, Aleksandr Fridlyand, S. Scott Goldsborough, Chiara Saggese, Scott Wagnon, Matthew J. McNenly, Marco Mehl, William J. Pitz and David Vuilleumier. Autoignition behavior of gasoline/ethanol blends at engine-relevant conditions. Combustion and Flame, 2020 (216): 369-384.
  16. Song Cheng, Yi Yang, Michael J. Brear, Michael Frenklach. Quantifying uncertainty in kinetic simulation of engine autoignition. Combustion and Flame, 2020 (216): 174-184.
 

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