Skip to content
#software testing Dataset Open access

Test Data on the Mechanical and Electrical Properties of CC-CFP, along with DFT Models and Computational Results

Sep 2026 · Figshare

Abstract

Test Data on the Mechanical and Electrical Properties of CC-CFPThis dataset contains raw test data on the mechanical properties and electrical output of CC-CFP specimens. It consists of 14 worksheets corresponding to the relevant figures and tables in the main text and supplementary materials. The mechanical data include fracture energy, flexural strength, and the stress-deflection curve from three-point bending tests, and includes comparative data for materials such as CC-CFP, CC, and ordinary concrete. The electrical data include voltage, current, and charge transfer responses under various conditions—such as different fiber-mesh spacings, applied forces, excitation frequencies, contact areas, temperatures, humidity levels, and counterface materials—as well as test results for capacitance charging, cyclic durability, vibration molding, specimen damage, and impact cycling. In addition, the dataset includes Morse code voltage waveforms generated by mechanical tapping of CC-CFP, comprising coded signals for the 26 letters of the English alphabet and select representative information. This dataset can be used to validate the mechanical properties, mechanical-to-electrical energy conversion characteristics, environmental adaptability, durability, and damage sensing capabilities of CC-CFP, and supports the reproduction and further analysis of related graphs. DFT Models and Computational Results This dataset contains density functional theory (DFT) models, computational data, and visualization results used to study the electrostatic properties at the PVA–PTFE interface and the triboelectric generation mechanism. Calculations were performed using the ORCA program, with geometric optimization and single-point calculations carried out at the B3LYP-D3/def2-TZVP(–f) theoretical level, combined with the def2/J auxiliary basis set, the RIJCOSX approximation, and strict SCF convergence criteria. The data covers systems consisting of isolated PVA, isolated PTFE, and the PVA–PTFE composite interface, including optimized atomic coordinates, cubic grid files for electron density and electrostatic potential, ORCA wavefunction files, as well as WFn and WFX files suitable for further analysis using software such as Multiwfn. The computational results include molecular electrostatic potential distributions, interfacial charge density differences, and reduced density gradient (RDG) analyses, accompanied by corresponding structural models, scatter plots, and visualizations. These data can be used to analyze weak interactions—such as electrostatic polarization, charge transfer, and van der Waals forces—at the PVA–PTFE interface, providing a theoretical basis for explaining the microscopic origins of the CC-CFP electrical response.

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

Microsoft Research Blog Oct 12, 2026

Simulating student learning for better AI tutoring

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring 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.