Skip to content
#software testing Dataset Open access

Simulation data and analysis code for: Conditional abatement in heavy industry — simulation-derived energy-supply thresholds for amine CO2 capture and hydrogen-based ironmaking

Sep 2026 · Zenodo (CERN European Organization for Nuclear Research)

Abstract

Supporting material for the manuscript "Conditional abatement in heavy industry: simulation-derived energy-supply thresholds for amine CO2 capture and hydrogen-based ironmaking". This archive contains the analysis scripts, extracted Aspen Plus V14 simulation results, and a complete rebuildable specification of the hydrogen direct-reduction flowsheet constructed for the study. Two thresholds are derived: Amine capture. From a simulated reboiler duty of 8.49 GJ/tCO2, the steam-fuel emission factor at which net removal falls to zero is approximately 89 kgCO2/GJ, below the emission factor of coal. A plant capturing 90% at the stack achieves net removal of approximately 4% on coal-derived steam and 41% on natural-gas steam. Hydrogen ironmaking. From a stoichiometric demand of 54.15 kg H2/t Fe and a total electricity requirement of 6.32 MWh/t Fe, the crossover grid carbon intensity is 348 gCO2/kWh; above this, H2-DRI emits more than the blast furnace it replaces. The threshold remains within 300-475 gCO2/kWh across all technology assumptions tested, including the thermodynamic limit of water electrolysis. A 100,000-draw Monte Carlo simulation in which hydrogen price is derived from sampled electricity price, rather than sampled independently, returns a median breakeven carbon price of $128/tCO2. Note on Aspen Plus model files. The blast furnace and MEA capture models are AspenTech example simulations distributed with Aspen Plus V14.0 and are not redistributed here, as that would fall outside the software licence. The H2-DRI flowsheet is supplied as a complete text specification sufficient to rebuild it, rather than as the derived binary. Methodological caution documented in this archive: the H2-DRI flowsheet converges and closes its mass balance while performing no reduction. The cause is diagnosed to solids-substream specification rather than to missing thermochemical data. Convergence and mass-balance closure are necessary but not sufficient conditions for a physically meaningful reaction result. Licensing: code in scripts/ is released under the MIT Licence; data, figures and documentation are released under CC BY 4.0. This archive contains no AspenTech model files.

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54
#computer vision Review Mar 2008

Agile methods in European embedded software development organisations: a survey on the actual use and usefulness of Extreme Programming and Scrum

The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.

O. Salo, P. Abrahamsson · 238 citations · ⚡9
#computer vision Open access Jul 2017

What happens when software developers are (un)happy

Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.

D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al. · 236 citations · ⚡13
#computer vision Open access Oct 2004

Mobile-D: an agile approach for mobile application development

The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.

P. Abrahamsson, Antti Hanhineva, H. Hulkko et al. · 225 citations · ⚡18

Related blog posts

GPT-Lab Sep 17, 2026

Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering

AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.

MIT News · Artificial Intelligence Aug 17, 2026

Q&A: Rethinking how innovation happens

In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value — and why innovation resists simple formulas.

Microsoft Research Blog Aug 12, 2026

MindTopo reveals VLMs’ spatial reasoning abilities

A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. The post MindTopo reveals VLMs’ spatial reasoning abilities appeared first on Microsoft Research.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.