Ramp Characteristics of Photovoltaic and Wind Power in South Korea

Shin Young Kim, Hyun Goo Kim, Bo Young Kim, Chang Ki Kim, Yong Heack Kang, Gil Soo Jang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, in order to analyze the characteristics of photovoltaic and wind power ramps in South Korea, we analyzed a ramp using 1 hour power generation data to form the basis of backup installed capacity and reserve calculation. In order to find the distribution characteristics of ramps in each region, we first performed basic statistical analysis on ramps, and tested the normality of the ramps in the nine regions of South Korea. For non-normal distributions, we identified the appropriate distribution among 14 distributions based on p-values and statistical values of Anderson-Darling test and likelihood ratio test (LRT).

Original languageEnglish
Title of host publicationHONET-ICT 2019 - IEEE 16th International Conference on Smart Cities
Subtitle of host publicationImproving Quality of Life using ICT, IoT and AI
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages181-182
Number of pages2
ISBN (Electronic)9781728139715
DOIs
Publication statusPublished - 2019 Oct
Event16th IEEE International Conference on Smart Cities: Improving Quality of Life using ICT, IoT and AI, HONET-ICT 2019 - Charlotte, United States
Duration: 2019 Oct 62019 Oct 9

Publication series

NameHONET-ICT 2019 - IEEE 16th International Conference on Smart Cities: Improving Quality of Life using ICT, IoT and AI

Conference

Conference16th IEEE International Conference on Smart Cities: Improving Quality of Life using ICT, IoT and AI, HONET-ICT 2019
CountryUnited States
CityCharlotte
Period19/10/619/10/9

Keywords

  • normality test
  • photovoltaic
  • probability distribution
  • ramp
  • wind

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Computer Vision and Pattern Recognition
  • Energy Engineering and Power Technology
  • Control and Optimization
  • Safety Research
  • Urban Studies

Cite this

Kim, S. Y., Kim, H. G., Kim, B. Y., Kim, C. K., Kang, Y. H., & Jang, G. S. (2019). Ramp Characteristics of Photovoltaic and Wind Power in South Korea. In HONET-ICT 2019 - IEEE 16th International Conference on Smart Cities: Improving Quality of Life using ICT, IoT and AI (pp. 181-182). [8908000] (HONET-ICT 2019 - IEEE 16th International Conference on Smart Cities: Improving Quality of Life using ICT, IoT and AI). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/HONET.2019.8908000