Autonomous Kinetic Modeling of Biomass Pyrolysis using Chemical Reaction Neural Networks

Authors: Ji, Weiqi, Richter, Franz, Gollner, Michael J., Deng, Sili

Subject Terms: Physics - Chemical Physics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2105.11397

Wind Effects on Smoldering Behavior of Simulated Wildland Fuels

Authors: Cobian-Iñiguez, Jeanette, Richter, Franz, Carmignani, Luca, Liveretou, Christina, Xiong, Hanyu, Stephens, Scott, Finney, Mark, Gollner, Michael, Fernandez-Pello, Carlos

Source: Combustion science and technology. 195(13):3212-3229

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100190321930.0x000001&indx=1&recIds=ETOCvdc_100190321930.0x000001

The effects of radial cracks on the fire performance of heritage timber

Authors: Harun, Georgette, Chorlton, Bronwyn, Richter, Franz, Gales, John

Source: Fire and materials. 47(3):386-399

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100176452306.0x000001&indx=1&recIds=ETOCvdc_100176452306.0x000001

Review of fire experiments in mass timber compartments: Current understanding, limitations, and research gaps

Authors: Mitchell, Harry, Kotsovinos, Panagiotis, Richter, Franz, Thomson, Daniel, Barber, David, Rein, Guillermo

Source: Fire and materials. 47(4):415-432

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100184356534.0x000001&indx=1&recIds=ETOCvdc_100184356534.0x000001

Heat transfer effects on accelerating rate calorimetry of the thermal runaway of Lithium-ion batteries

Authors: He, Xuanze, Zhao, Chunpeng, Hu, Zhenwen, Restuccia, Francesco, Richter, Franz, Wang, Qingsong, Rein, Guillermo

Source: Process safety and environmental protection. 162:684-693

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100178217857.0x000001&indx=1&recIds=ETOCvdc_100178217857.0x000001

Autonomous kinetic modeling of biomass pyrolysis using chemical reaction neural networks

Authors: Ji, Weiqi, Richter, Franz, Gollner, Michael J., Deng, Sili

Source: In Combustion and Flame June 2022 240

Effect of oxygen on the burning rate of wood

Authors: Richter, Franz, Jervis, Freddy X., Huang, Xinyan, Rein, Guillermo

Source: In Combustion and Flame December 2021 234

A multi-step reaction scheme to simulate self-heating ignition of coal: Effects of oxygen adsorption and smouldering combustion

Authors: Yuan, Han, Richter, Franz, Rein, Guillermo

Source: In Proceedings of the Combustion Institute 2021 38(3):4717-4725

Predicting the Average Charring Rate of Mass Timber Using Data-Driven Methods for Structural Calculations.

Authors: Amin, Rikesh¹, Mo, Yaxin^1,2, Richter, Franz¹, Kurzer, Christoph³, Werther, Norman^3,4, Rein, Guillermo¹, g.rein@imperial.ac.uk

Source: Fire Technology; Nov2024, Vol. 60 Issue 6, p4001-4021, 21p

A multiscale model of wood pyrolysis in fire to study the roles of chemistry and heat transfer at the mesoscale

Authors: Richter, Franz, Rein, Guillermo

Source: In Combustion and Flame June 2020 216:316-325

Reduced chemical kinetics for microscale pyrolysis of softwood and hardwood

Authors: Richter, Franz, Rein, Guillermo

Source: In Bioresource Technology April 2020 301

Role of optimisation method on kinetic inverse modelling of biomass pyrolysis at the microscale

Authors: Purnomo, Dwi M.J., Richter, Franz, Bonner, Matthew, Vaidyanathan, Ravi, Rein, Guillermo

Source: In Fuel 15 February 2020 262

Thermal Response of Timber Slabs Exposed to Travelling Fires and Traditional Design Fires

Authors: Richter, Franz, Kotsovinos, Panagiotis, Rackauskaite, Egle, Rein, Guillermo

Source: Fire technology. 57(1):393-414

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194182342.0x000001&indx=1&recIds=ETOCvdc_100194182342.0x000001

Heterogeneous kinetics of timber charring at the microscale

Authors: Richter, Franz, Rein, Guillermo

Source: In Journal of Analytical and Applied Pyrolysis March 2019 138:1-9

A computational model to simulate self-heating ignition across scales, configurations, and coal origins

Authors: Yuan, Han, Restuccia, Francesco, Richter, Franz, Rein, Guillermo

Source: In Fuel 15 January 2019 236:1100-1109

The effect of chemical composition on the charring of wood across scales

Authors: Richter, Franz, Atreya, Arvind, Kotsovinos, Panagiotis, Rein, Guillermo

Source: In Proceedings of the Combustion Institute 2019 37(3):4053-4061

The Propensity of Wooden Crevices to Smoldering Ignition by Firebrands.

Authors: Richter, Franz¹, Bathras, Bryce², Barbetta Duarte, Julia², Gollner, Michael J.¹, mgollner@berkeley.edu

Source: Fire Technology; Jul2022, Vol. 58 Issue 4, p2167-2188, 22p

Battery Maintenance System Battcheck

Authors: Richter, Franz

Source: TELESCON '94 - The First International Telecommunications Energy Special Conference Telecommunications Energy Special Conference, 1994. TELESCON '94. The first International. :225-227 Apr, 1994

Relation: TELESCON '94

Fire Experiment Inside a Very Large and Open-Plan Compartment: x-ONE.

Authors: Rackauskaite, Egle¹, Bonner, Matthew¹, Restuccia, Francesco¹, Fernandez Anez, Nieves¹, Christensen, Eirik G.¹, Roenner, Nils¹, Wegrzynski, Wojciech², Turkowski, Piotr², Tofilo, Piotr³, Heidari, Mohammad⁴, Kotsovinos, Panagiotis⁵, Vermesi, Izabella¹, Richter, Franz¹, Hu, Yuqi¹, Jeanneret, Chloe¹, Wadhwani, Rahul¹, Rein, Guillermo¹, g.rein@imperial.ac.uk

Source: Fire Technology; Mar2022, Vol. 58 Issue 2, p905-939, 35p

Pyrolysis and spontaneous ignition of wood under transient irradiation: Experiments and a-priori predictions

Authors: Vermesi, Izabella, DiDomizio, Matthew J., Richter, Franz, Weckman, Elizabeth J., Rein, Guillermo

Source: Fire safety journal. 91:218-225

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100063331339.0x000001&indx=1&recIds=ETOCvdc_100063331339.0x000001