Use of time series models to forecast the evolution of corrosion pit in steel rebars
This paper presents the time series method to forecast the evolution of pitting depth in corroded reinforcing steel bars. Basic time series analysis models are introduced, and the method for establishing the autoregressive integrated moving average (ARIMA) model is described through an example. Base...
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| Опубліковано в: : | Functional Materials |
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| Дата: | 2016 |
| Автор: | |
| Формат: | Стаття |
| Мова: | Англійська |
| Опубліковано: |
НТК «Інститут монокристалів» НАН України
2016
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| Теми: | |
| Онлайн доступ: | https://nasplib.isofts.kiev.ua/handle/123456789/121415 |
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| Назва журналу: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Цитувати: | Use of time series models to forecast the evolution of corrosion pit in steel rebars / Xu Yidong // Functional Materials. — 2016. — Т. 23, № 3. — С. 457-462. — Бібліогр.: 15 назв. — англ. |
Репозитарії
Digital Library of Periodicals of National Academy of Sciences of Ukraine| _version_ | 1862702984760131584 |
|---|---|
| author | Xu Yidong |
| author_facet | Xu Yidong |
| citation_txt | Use of time series models to forecast the evolution of corrosion pit in steel rebars / Xu Yidong // Functional Materials. — 2016. — Т. 23, № 3. — С. 457-462. — Бібліогр.: 15 назв. — англ. |
| collection | DSpace DC |
| container_title | Functional Materials |
| description | This paper presents the time series method to forecast the evolution of pitting depth in corroded reinforcing steel bars. Basic time series analysis models are introduced, and the method for establishing the autoregressive integrated moving average (ARIMA) model is described through an example. Based on ARIMA model, the pitting depth in reinforcing steel bars under two different corrosion environments is predicted. The results show that ARIMA model can describe the variation tendency of pitting depth in corroded reinforcing steel bars quantitatively. The predicted values and the observed ones are in good conformity.
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| first_indexed | 2025-12-07T16:46:54Z |
| format | Article |
| fulltext | |
| id | nasplib_isofts_kiev_ua-123456789-121415 |
| institution | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| issn | 1027-5495 |
| language | English |
| last_indexed | 2025-12-07T16:46:54Z |
| publishDate | 2016 |
| publisher | НТК «Інститут монокристалів» НАН України |
| record_format | dspace |
| spelling | Xu Yidong 2017-06-14T09:45:29Z 2017-06-14T09:45:29Z 2016 Use of time series models to forecast the evolution of corrosion pit in steel rebars / Xu Yidong // Functional Materials. — 2016. — Т. 23, № 3. — С. 457-462. — Бібліогр.: 15 назв. — англ. 1027-5495 DOI: dx.doi.org/10.15407/fm23.03.457 https://nasplib.isofts.kiev.ua/handle/123456789/121415 This paper presents the time series method to forecast the evolution of pitting depth in corroded reinforcing steel bars. Basic time series analysis models are introduced, and the method for establishing the autoregressive integrated moving average (ARIMA) model is described through an example. Based on ARIMA model, the pitting depth in reinforcing steel bars under two different corrosion environments is predicted. The results show that ARIMA model can describe the variation tendency of pitting depth in corroded reinforcing steel bars quantitatively. The predicted values and the observed ones are in good conformity. en НТК «Інститут монокристалів» НАН України Functional Materials Modeling and simulation Use of time series models to forecast the evolution of corrosion pit in steel rebars Article published earlier |
| spellingShingle | Use of time series models to forecast the evolution of corrosion pit in steel rebars Xu Yidong Modeling and simulation |
| title | Use of time series models to forecast the evolution of corrosion pit in steel rebars |
| title_full | Use of time series models to forecast the evolution of corrosion pit in steel rebars |
| title_fullStr | Use of time series models to forecast the evolution of corrosion pit in steel rebars |
| title_full_unstemmed | Use of time series models to forecast the evolution of corrosion pit in steel rebars |
| title_short | Use of time series models to forecast the evolution of corrosion pit in steel rebars |
| title_sort | use of time series models to forecast the evolution of corrosion pit in steel rebars |
| topic | Modeling and simulation |
| topic_facet | Modeling and simulation |
| url | https://nasplib.isofts.kiev.ua/handle/123456789/121415 |
| work_keys_str_mv | AT xuyidong useoftimeseriesmodelstoforecasttheevolutionofcorrosionpitinsteelrebars |