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Model Driven Real-Time Power System Application Development Using Just-In-Time Compilation

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Computer Science and Convergence

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 114))

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Abstract

This paper describes a method of developing flexible power system applications using model driven development (MDD) and Just-In-Time (JIT) compilation for usage in real-time industrial solutions. MDD is used to create and process mathematical input models for power applications and to confine application development to creation of such models only. Thus application specific programming ends with mathematical model creation. Once a component model is designed, implemented and tested, it should be possible to reuse it as many times as necessary for a variety of purposes in power system application domain. In order to obtain code reusability a non-linear equation handler and solver are implemented. Both the application-specific converter and the general purpose equation handler and solver are designed as components. A JIT compiler is used to generate native code for given models. Models are compiled at run-time. Whenever the model shall be reused, generated native code is reused. Such approach provides significantly better performance compared to solution based on model interpreter. Compared to traditional, compiled software implementations, such solver implementation provides native code execution performance without programming. This provides a possibility to field experts to develop high performance software solutions for their algorithms, also without advanced knowledge of a specific programming language.

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Author information

Authors and Affiliations

  1. Energy Sector, Power Distribution Division, Siemens AG, Humboldtstr 59, 90459, Nuremberg, Germany

    Izudin Dzafic, Priyanka Mohapatra & Nenad Lecek

Authors
  1. Izudin Dzafic
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  2. Priyanka Mohapatra
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  3. Nenad Lecek
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Corresponding author

Correspondence to Izudin Dzafic .

Editor information

Editors and Affiliations

  1. SeoulTech, Computer Science and Engineering, Seoul University of Science & Technology, Gongreung 2-dong 172, Seoul, 139-742, Korea, Republic of (South Korea)

    James J. (Jong Hyuk) Park

  2. Inst. Computer Science & Information, Engineering, National Ilan University, 1 Sec. 1, Shen-Lung Rd., I-Lan, 260, Taiwan R.O.C.

    Han-Chieh Chao

  3. , Computer Science & Software Engineering, Monmouth University, W. Long Branch, 07764, USA

    Mohammad S. Obaidat

  4. , Division of e-Business, Kyungnam University, Changwon, Korea, Republic of (South Korea)

    Jongsung Kim

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© 2012 Springer Science+Business Media B.V.

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Dzafic, I., Mohapatra, P., Lecek, N. (2012). Model Driven Real-Time Power System Application Development Using Just-In-Time Compilation. In: J. (Jong Hyuk) Park, J., Chao, HC., S. Obaidat, M., Kim, J. (eds) Computer Science and Convergence. Lecture Notes in Electrical Engineering, vol 114. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-2792-2_7

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  • DOI: https://doi.org/10.1007/978-94-007-2792-2_7

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  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-007-2791-5

  • Online ISBN: 978-94-007-2792-2

  • eBook Packages: EngineeringEngineering (R0)

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