Oct 2026· Zenodo (CERN European Organization for Nuclear Research)
Oil and Gas Production Techniques
Abstract
This dataset contains the processed model data and field-report summary records underlying the figures and tables of the associated manuscript "Model-based design and field evaluation of a regulated semi-flow downhole power-generation system" (submitted to Systems Science & Control Engineering, Taylor & Francis). It includes the hydraulic-electromechanical model configuration and coefficients, computed rotor-speed envelopes, maximum-admissible-load thresholds, the resistance-torque calibration, a survey of representative telemetry power systems, and summary statistics from the SP-T rectifier/stabilizer and the generator operating-hours recorder. Files are provided as CSV plus a combined XLSX workbook, with a README describing contents, units, and provenance. These data are openly available under a CC BY 4.0 licence. Raw downhole service logs and detailed mechanical drawings contain commercially confidential equipment information and are not required to reproduce the analyses; they are therefore not included.
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.
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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.· Empirical Software Engineeri...· 401 citations· ⚡48
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.
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It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60
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