Computational study on the pyrolysis of 2,5-diketopiperazine: From electronic structure calculations to kinetic modeling

Pyrolysis is an important thermochemical conversion process for biomass and is conducted in the absence of oxygen at temperatures between 400 and 1000 ∘C. Biomass pyrolysis yields cleaner combustion fuels by decreasing fuel-bound oxygen and nitrogen species, thus reducing NOX formation and net CO2 emissions. A structural model compound for cyclic peptides — important nitrogen-containing components in biomass — is 2,5-diketopiperazine (DKP). In this work, we apply an automated workflow that combines reactive molecular dynamics simulations with electronic structure calculations at different levels of theory to develop a detailed kinetic model for the pyrolysis of DKP at the level of elementary reaction steps. This complements previous studies that focused only on the net reaction scheme. The developed DKP kinetic submodel for pyrolysis is implemented in the kinetic modeling software OpenSMOKE++ . Under pyrolysis, DKP decomposes into hydrogen cyanide (HCN), carbon monoxide (CO) and hydrogen (H2). Ammonia (NH3) is not formed in primary decomposition steps but rather in secondary reactions involving the primary intermediates. The submodel qualitatively reproduces DKP pyrolysis products observed in a fluidized bed reactor under kinetically controlled conditions and provides a reliable basis for further studies on peptide decomposition. Beyond the specific kinetic submodel, this work proposes a general workflow for investigating thermal decomposition and combustion processes.

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Publication Details

Journal
Fuel
Published
2026-01-25
DOI
https://doi.org/10.1016/j.fuel.2026.138472
Primary Topic
Free Radicals and Antioxidants
Type
article
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article

Computational study on the pyrolysis of 2,5-diketopiperazine: From electronic structure calculations to kinetic modeling

Paulo Debiagi, Christof Hättig, Matteo Pelucchi, Bastian Schnieder et al.
Fuel
Free Radicals and Antioxidants
article

Computational study on the pyrolysis of 2,5-diketopiperazine: From electronic structure calculations to kinetic modeling

Paulo Debiagi, Christof Hättig, Matteo Pelucchi, Bastian Schnieder, Rochus Schmid
article en

Abstract

Pyrolysis is an important thermochemical conversion process for biomass and is conducted in the absence of oxygen at temperatures between 400 and 1000 ∘C. Biomass pyrolysis yields cleaner combustion fuels by decreasing fuel-bound oxygen and nitrogen species, thus reducing NOX formation and net CO2 emissions. A structural model compound for cyclic peptides — important nitrogen-containing components in biomass — is 2,5-diketopiperazine (DKP). In this work, we apply an automated workflow that combines reactive molecular dynamics simulations with electronic structure calculations at different levels of theory to develop a detailed kinetic model for the pyrolysis of DKP at the level of elementary reaction steps. This complements previous studies that focused only on the net reaction scheme. The developed DKP kinetic submodel for pyrolysis is implemented in the kinetic modeling software OpenSMOKE++ . Under pyrolysis, DKP decomposes into hydrogen cyanide (HCN), carbon monoxide (CO) and hydrogen (H2). Ammonia (NH3) is not formed in primary decomposition steps but rather in secondary reactions involving the primary intermediates. The submodel qualitatively reproduces DKP pyrolysis products observed in a fluidized bed reactor under kinetically controlled conditions and provides a reliable basis for further studies on peptide decomposition. Beyond the specific kinetic submodel, this work proposes a general workflow for investigating thermal decomposition and combustion processes.

FuelVol. 416
Openalex Percentile: Top 78%
Free Radicals and Antioxidants
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Computational study on the pyrolysis of 2,5-diketopiperazine: From electronic structure calculations to kinetic modeling — Paulo Debiagi, Christof Hättig, et al. · Fuel (2026) | TGRS Research Map | TGRS