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Article

A Modular Solution Concept for Self-Configurable Electronic Lab Notebooks: Systematic Theoretical Demonstration and Validation Across Diverse Digital Platforms

1
Institute of Mechatronic Engineering (IMD), Faculty of Mechanical Science and Engineering, TUD Dresden University of Technology, 01062 Dresden, Germany
2
Fraunhofer Institute for Machine Tools and Forming Technology (IWU), 01187 Dresden, Germany
*
Author to whom correspondence should be addressed.
Appl. Sci. 2026, 16(1), 462; https://doi.org/10.3390/app16010462 (registering DOI)
Submission received: 9 November 2025 / Revised: 15 December 2025 / Accepted: 29 December 2025 / Published: 1 January 2026
(This article belongs to the Section Computing and Artificial Intelligence)

Featured Application

The proposed modular solution concept can be directly applied by research institutions seeking to implement cost-effective, customizable, and compliant ELNs on widely available digital platforms such as Microsoft SharePoint or Google Workspace, without the need for proprietary software or advanced programming expertise.

Abstract

The increasing complexity and digitization of scientific research require Electronic Laboratory Notebooks (ELNs) that are adaptable, sustainable, and compliant across heterogeneous laboratory environments. In response to the limitations of proprietary, inflexible, and cost-intensive ELN solutions, this study systematically derives comprehensive requirements and proposes a modular solution concept for self-configurable ELNs that is explicitly platform-agnostic and broadly accessible. The methodological approach combines a structured requirements analysis with a modular architectural design, followed by theoretical validation through stepwise implementation walkthroughs on Microsoft SharePoint and Google Workspace. These walkthroughs demonstrate the feasibility of deploying self-configurable ELN modules using widely available low-code/no-code tools and native platform extensibility mechanisms. Based on a rigorous literature-driven analysis, key requirements, including modularity, usability, regulatory compliance, interoperability, scalability, auditability, and cost efficiency, are explicitly mapped to concrete architectural features within the proposed framework. The results show that essential ELN functionalities can, in principle, be realized across diverse digital platforms, enabling researchers and local administrators to independently assemble, configure, and adapt ELNs to their specific operational and regulatory contexts. Beyond technical feasibility, the proposed approach fundamentally democratizes ELN deployment and substantially mitigates vendor lock-in by leveraging existing digital infrastructures. Identified limitations, particularly with respect to advanced workflow orchestration and real-time data integration, delineate clear directions for future development. Overall, this work provides a systematic theoretical validation of a modular, self-configurable ELN concept, establishing it as a robust, scalable, and future-ready foundation for digital laboratory infrastructures.
Keywords: electronic lab notebook; modular architecture; self-configuration; digital platform; workflow automation; regulatory compliance; platform-agnostic solution; low-code; research data management; interoperability electronic lab notebook; modular architecture; self-configuration; digital platform; workflow automation; regulatory compliance; platform-agnostic solution; low-code; research data management; interoperability

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MDPI and ACS Style

Feldhoff, K.; Zinner, M.; Wiemer, H.; Ihlenfeldt, S. A Modular Solution Concept for Self-Configurable Electronic Lab Notebooks: Systematic Theoretical Demonstration and Validation Across Diverse Digital Platforms. Appl. Sci. 2026, 16, 462. https://doi.org/10.3390/app16010462

AMA Style

Feldhoff K, Zinner M, Wiemer H, Ihlenfeldt S. A Modular Solution Concept for Self-Configurable Electronic Lab Notebooks: Systematic Theoretical Demonstration and Validation Across Diverse Digital Platforms. Applied Sciences. 2026; 16(1):462. https://doi.org/10.3390/app16010462

Chicago/Turabian Style

Feldhoff, Kim, Martin Zinner, Hajo Wiemer, and Steffen Ihlenfeldt. 2026. "A Modular Solution Concept for Self-Configurable Electronic Lab Notebooks: Systematic Theoretical Demonstration and Validation Across Diverse Digital Platforms" Applied Sciences 16, no. 1: 462. https://doi.org/10.3390/app16010462

APA Style

Feldhoff, K., Zinner, M., Wiemer, H., & Ihlenfeldt, S. (2026). A Modular Solution Concept for Self-Configurable Electronic Lab Notebooks: Systematic Theoretical Demonstration and Validation Across Diverse Digital Platforms. Applied Sciences, 16(1), 462. https://doi.org/10.3390/app16010462

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