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International Workshop on Machine Learning, Optimization, and Big Data

MOD 2016: Machine Learning, Optimization, and Big Data pp 451–454Cite as

Establishment of Optimal Control Strategy of Building-Integrated Photovoltaic Blind Slat Angle by Considering Interior Illuminance and Electricity Generation

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10122))

Abstract

A building-integrated photovoltaic blind (BIPB), in which blind and PV system is combined to generate energy in the building exterior and reduce the heating and cooling load in building by shading function. This study aimed to establish the optimal control strategy of BIPB slat angle by considering interior illuminance and electricity generation. First, in terms of interior illuminance considering overall light (i.e., daylight and artificial illumination) and electricity generation from BIPB, it was determined that the optimal blind slat angle is 80° at all time. Second, in terms of interior illuminance considering daylight and electricity generation from BIPB, it was determined that the optimal blind slat angle is 10° (9:00), 20° (10:00–11:00, 14:00–15:00) and 30° (12:00–13:00). Based on results of this study, effective use of BIPB can be induced by providing information for optimal blind slat angle to users that are considering BIPB implementation.

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References

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Acknowledgements

This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP; Ministry of Science, ICT & Future Planning) (NRF-2015R1A2A1A05001657).

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Authors and Affiliations

  1. Department of Architectural Engineering, Yonsei University, Seoul, 03722, Republic of Korea

    Taehoon Hong, Jeongyoon Oh, Kwangbok Jeong, Jimin Kim & Minhyun Lee

Authors
  1. Taehoon Hong
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  2. Jeongyoon Oh
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  3. Kwangbok Jeong
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  4. Jimin Kim
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  5. Minhyun Lee
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Corresponding author

Correspondence to Kwangbok Jeong .

Editor information

Editors and Affiliations

  1. Department of Industrial and Systems Engineering, University of Florida, Gainesville, Florida, USA

    Panos M. Pardalos

  2. Semantic Technology Laboratory, National Research Council (CNR), Catania, Italy

    Piero Conca

  3. Dipartimento di Sociologia e Metodi della Ricerca Sociale, Università di Catania, Catania, Italy

    Giovanni Giuffrida

  4. Department of Mathematics and Computer Science, University of Catania, Catania, Italy

    Giuseppe Nicosia

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© 2016 Springer International Publishing AG

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Hong, T., Oh, J., Jeong, K., Kim, J., Lee, M. (2016). Establishment of Optimal Control Strategy of Building-Integrated Photovoltaic Blind Slat Angle by Considering Interior Illuminance and Electricity Generation. In: Pardalos, P., Conca, P., Giuffrida, G., Nicosia, G. (eds) Machine Learning, Optimization, and Big Data. MOD 2016. Lecture Notes in Computer Science(), vol 10122. Springer, Cham. https://doi.org/10.1007/978-3-319-51469-7_40

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  • DOI: https://doi.org/10.1007/978-3-319-51469-7_40

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-51468-0

  • Online ISBN: 978-3-319-51469-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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