Knowledge-Aided Integrated Development Environment for Control Software Development

Developing control software for cyberphysical systems and industrial automation faces challenges like hardware integration, real-time responsiveness, and high reliability. Traditional environments often lack domain-specific knowledge, leading to inefficiencies. This paper introduces the knowledge-aided integrated development environment (K-IDE), which integrates domain knowledge into the software lifecycle, improving efficiency, consistency, and maintainability. K-IDE uses domain-specific languages and knowledge graphs to automate design and code generation. Key findings show that K-IDE significantly reduces development time and errors compared to traditional IDEs, proving effective in robotics and industrial automation. K-IDE bridges the gap between abstract designs and concrete implementations, offering a robust solution for modern control software development.

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Publication Details

Journal
Computing in Science & Engineering
Published
2024-10-01
DOI
https://doi.org/10.1109/mcse.2024.3476115
Citations
2
Primary Topic
Simulation Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.98
Controls
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article

Knowledge-Aided Integrated Development Environment for Control Software Development

Amar Banerjee, Venkatesh Choppella
2 citations
Computing in Science & Engineering
Simulation Techniques and Applications
0.98
article

Knowledge-Aided Integrated Development Environment for Control Software Development

Amar Banerjee, Venkatesh Choppella
article en
2 citations

Abstract

Developing control software for cyberphysical systems and industrial automation faces challenges like hardware integration, real-time responsiveness, and high reliability. Traditional environments often lack domain-specific knowledge, leading to inefficiencies. This paper introduces the knowledge-aided integrated development environment (K-IDE), which integrates domain knowledge into the software lifecycle, improving efficiency, consistency, and maintainability. K-IDE uses domain-specific languages and knowledge graphs to automate design and code generation. Key findings show that K-IDE significantly reduces development time and errors compared to traditional IDEs, proving effective in robotics and industrial automation. K-IDE bridges the gap between abstract designs and concrete implementations, offering a robust solution for modern control software development.

Computing in Science & EngineeringVol. 26(4)
International Institute of Information Technology, Hyderabad (IN)
Industry, innovation and infrastructure
Openalex Percentile: Top 21%
Simulation Techniques and Applications
0.98
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