Journal of the Korea Safety Management & Science (대한안전경영과학회지)

Korea Safety Management & Science (대한안전경영과학회)
권호 표지
DOI QR코드

DOI QR Code

A Case Study for Analyzing the Optimal Location for A Solar Power Plant via AHP Analysis with Fine Dust and Weather Information

미세먼지와 기상정보 기반의 AHP 분석을 통하여 태양광 발전소 최적입지선정에 대한 사례연구

  • Lee, Geon-ju (Department of Industrial and Management Engineering, INHA University) ;
  • Lee, Gi-Hyun (Department of Industrial and Management Engineering, INHA University) ;
  • Kang, Sung-Woo (Department of Industrial and Management Engineering, INHA University)
  • 이건주 (인하대학교 산업경영공학과) ;
  • 이기현 (인하대학교 산업경영공학과) ;
  • 강성우 (인하대학교 산업경영공학과)
  • Received : 2015.04.20
  • Accepted : 2015.06.11
  • Published : 2017.12.31
Download PDF
⟨ Previous Next ⟩

Abstract

Solar energy has been known as a successful alternative energy source, however it requires a large area to build power generation facilities compared to other energy sources such as nuclear power. Weather factors such as rainy weather or night time impact on solar power generation because of lack of insolation and sunshine. In addition, solar power generation is vulnerable to external elements such as changes in temperature and fine dust. There are four seasons in the Republic of Korea hereby variations of temperature, insolation and sunshine are broad. Currently factors that cause find dust are continuously flowing in to Korea from abroad. In order to build a solar power plant, a large area is required for a limited domestic land hereby selecting the optimal location for the plant that maximizes the efficiency of power generation is necessary. Therefore, this research analyze the optimal site for solar power generation plant by implementing analytic hierarchy process based on weather factors such as fine dust. In order to extract weather factors that impact on solar power generation, this work conducts a case study which includes a correlation analysis between weather information and power generation.

Keywords

References

  1. Ministry of Foreign Affairs Climate Change, Energy & Environmental Affairs Bureau Green Economy & Environmental Diplomacy Division. (2017). Climate Environmental Diplomation Handbook. Preface
  2. Euichan Jeon (2016). An alternative of thermal power generation through Atmospheric Environment Improvement and greenhouse gas reduction. Journal of Electrical World Monthly Magazine. 475, 48-52.
  3. Seung-min Lee. (2016). A Study on Fine Dust Quantification of Solar Cell
  4. Lee Ki Rim, Lee Won Hee. (2016). Floating Photovoltaic Plant Location Analysis using GIS. Journal of the Korean Society for Geo-spatial Information Science, 24(1), 51-59. https://doi.org/10.7319/kogsis.2016.24.1.051
  5. Sung-Hun Lee, Hyeong-Cheol Choi, Dong-Keun Lee, Jin-O Kim. (2011). Economic Evaluation Method for Photovoltaic System Development using Insolation Data Analysis. Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 25(10), 38-46. https://doi.org/10.5207/JIEIE.2011.25.10.038
  6. No Sang-Tae. (2014). Comparison of Measured and Predicted Photovoltaic Electricity Generation and Input Options of Various Softwares. The International Journal of The Korea Institute of Ecological Architecture and Environment, 14(6), 87-92.
  7. Myungjong Kim. (2010). Optimal Selection of Classifier Ensemble Using Genetic Algorithms. Journal of Intelligence and Information Systems, 16(4), 99-112.
  8. Hyun jin Lee. (2016). The Development of the Predict Model for Solar Power Generation based on Current Temperature Data in Restricted Circumstances. Journal of Digital Contents Society, 17(3), 157-164. https://doi.org/10.9728/dcs.2016.17.3.157
  9. Sung-Bae Yum, Hong-Kyoo Choi, Young-Jun Choi, Seong-goo Hong, Tae-Hoon Kim. (2009). Solar Photovoltaic According to Installation of Cooling System). Journal of the Korean Institute of Illuminating and Electrical Installation Engineers, 23(5), 66-71. https://doi.org/10.5207/JIEIE.2009.23.5.066
  10. Da-Han Lee, Myung-Su Kim, Jong-Bae Park. (2017). Solar Power Generation Difference by Region's Solar Radiation. The Korean Institute of Electrical Engineers Summer Conference 2017, 80-81.
  11. J.K.Kaldellis, P.Fragos, M.Kapsali. (2011) Systematic experimental study of the pollution deposition impact on the energy yield of photovoltaic installations. Renewable energy. pp.2717-2724
  12. Jeong Hon Song, Taehwan Kim, Won Hyoung Ryu, Hyoung Hee Cho. (2015). Study on Complex Efficiency Reduction by Increasing Temperature and Pollutant of Photovoltaic Module. Spring & Fall Conferences on the Korean Society of Mechanical Engineers
  13. Lee Yea-Ji, Kim Yong-Shik. (2017). Prediction and Accuracy Analysis of Photovoltaic Module Temperature based on Predictive Models in Summer. Journal of the Korean Solar Energy Society, 37(1), 25-38. https://doi.org/10.7836/kses.2017.37.1.025
  14. Saaty. T (1996). The Analytic Hierarchy Process, RWS Publications.
  15. Kim Nam-Hyun, Kweon Soon-Jo, Cho Moon-Sik. (2005). The Study of Developing Evaluation Standard of Selecting a Tourism Development Project Applying AHP(Analytic Hierarchy Program). Journal of Tourism Sciences, 29(1), 249-266.
  16. Lee Kang-Won, Shon Howoong. (2016). Geo-Spatial Information System. Goomibook, 388
  17. Lee Ji Young, Kang In Joon. (2010). A Study of PV System Facilities Using Geo-Spatial Information System. Journal of the Korean Society for Geo-spatial Information Science, 18(2), 99-105.
  18. Haeil Ahn. (2007). A Comparative Study on Weight and Eigenvalue Calculation for Analytic Hierarchy Process on Decision Making. Spring joint Conference on Korean Operations Research And Management Society , 953-960.
  19. Kil Kon Ko, Kyoung Jun Lee (2001). Statistical Characteristics of Response consistency Parameters in Analytic Hierarchy Process. Journal of the Korean Operations Research and Management Science Society, 26(4), 71-82.
  20. Ministry of Trade, Industry and Energy , Korea Energy Agency New & Renewable Energy Center. (2016). NEW & RENEWABLE ENERGY WHITE PAPER. 104-110.

Cited by

  1. 미세먼지의 영향을 고려한 머신러닝 기반 태양광 발전량 예측 vol.28, pp.4, 2017, https://doi.org/10.15266/kerea.2019.28.4.467