Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey

Nuri Çelik; Derya Nur Coşar; Aziz Kemal Konyalıoğlu

doi:10.1007/978-3-031-24457-5_10

Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey

Nuri Çelik^*
, Derya Nur Coşar
, Aziz Kemal Konyalıoğlu

^*Corresponding author for this work

Department of Management Engineering

Gebze Technical University
Softtech Software Technologies Research and Development Inc.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Sustainability gains importance parallel to the fact that natural resources sharply decrease. One of these resources is water and effectively usage of water resources becomes more crucial as not only water is an essential component that faces to run out but also recycling and reusing concepts are becoming important. Wastewater can be efficiently reused under effective policies and for these policies, wastewater amount forecasting is very important. Considering the fact that Turkey has been experiencing to improve its waste management strategies, wastewater management is also very crucial for Turkey to develop its policies. Thus, Turkey’s wastewater amount needs to be accurately forecasted in order to effectively manage wastewater discharged to lake, sea, soil and other resources. This study focuses on the forecasting for wastewater discharged to different resources. Box-Jenkins time series analysis has been used to forecast them under different categories. After analyzing and modelling, the real data and the estimated data fits well for the indicted time series model.

Original language	English
Title of host publication	Towards Industry 5.0 - Selected Papers from ISPR 2022
Editors	Numan M. Durakbasa, M. Güneş Gençyılmaz
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	119-129
Number of pages	11
ISBN (Print)	9783031244568
DOIs	https://doi.org/10.1007/978-3-031-24457-5_10
Publication status	Published - 2023
Event	22nd International Symposium for Production Research, ISPR 2022 - Antalya, Turkey Duration: 6 Oct 2022 → 8 Oct 2022

Publication series

Name	Lecture Notes in Mechanical Engineering
ISSN (Print)	2195-4356
ISSN (Electronic)	2195-4364

Conference

Conference	22nd International Symposium for Production Research, ISPR 2022
Country/Territory	Turkey
City	Antalya
Period	6/10/22 → 8/10/22

Bibliographical note

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 6 Clean Water and Sanitation
SDG 12 Responsible Consumption and Production
SDG 14 Life Below Water
SDG 17 Partnerships for the Goals

Keywords

Forecasting
Interpolation
Sustainability
Time series analysis
Wastewater

Access to Document

10.1007/978-3-031-24457-5_10

Cite this

Çelik, N., Coşar, D. N., & Konyalıoğlu, A. K. (2023). Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey. In N. M. Durakbasa, & M. G. Gençyılmaz (Eds.), Towards Industry 5.0 - Selected Papers from ISPR 2022 (pp. 119-129). (Lecture Notes in Mechanical Engineering). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-24457-5_10

Çelik, Nuri ; Coşar, Derya Nur ; Konyalıoğlu, Aziz Kemal. / Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey. Towards Industry 5.0 - Selected Papers from ISPR 2022. editor / Numan M. Durakbasa ; M. Güneş Gençyılmaz. Springer Science and Business Media Deutschland GmbH, 2023. pp. 119-129 (Lecture Notes in Mechanical Engineering).

@inproceedings{25dd4973ea8a4b2896f7021b0f67a0b1,

title = "Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey",

abstract = "Sustainability gains importance parallel to the fact that natural resources sharply decrease. One of these resources is water and effectively usage of water resources becomes more crucial as not only water is an essential component that faces to run out but also recycling and reusing concepts are becoming important. Wastewater can be efficiently reused under effective policies and for these policies, wastewater amount forecasting is very important. Considering the fact that Turkey has been experiencing to improve its waste management strategies, wastewater management is also very crucial for Turkey to develop its policies. Thus, Turkey{\textquoteright}s wastewater amount needs to be accurately forecasted in order to effectively manage wastewater discharged to lake, sea, soil and other resources. This study focuses on the forecasting for wastewater discharged to different resources. Box-Jenkins time series analysis has been used to forecast them under different categories. After analyzing and modelling, the real data and the estimated data fits well for the indicted time series model.",

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note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 22nd International Symposium for Production Research, ISPR 2022 ; Conference date: 06-10-2022 Through 08-10-2022",

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Çelik, N, Coşar, DN & Konyalıoğlu, AK 2023, Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey. in NM Durakbasa & MG Gençyılmaz (eds), Towards Industry 5.0 - Selected Papers from ISPR 2022. Lecture Notes in Mechanical Engineering, Springer Science and Business Media Deutschland GmbH, pp. 119-129, 22nd International Symposium for Production Research, ISPR 2022, Antalya, Turkey, 6/10/22. https://doi.org/10.1007/978-3-031-24457-5_10

Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey. / Çelik, Nuri; Coşar, Derya Nur; Konyalıoğlu, Aziz Kemal.
Towards Industry 5.0 - Selected Papers from ISPR 2022. ed. / Numan M. Durakbasa; M. Güneş Gençyılmaz. Springer Science and Business Media Deutschland GmbH, 2023. p. 119-129 (Lecture Notes in Mechanical Engineering).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey

AU - Çelik, Nuri

AU - Coşar, Derya Nur

AU - Konyalıoğlu, Aziz Kemal

PY - 2023

Y1 - 2023

N2 - Sustainability gains importance parallel to the fact that natural resources sharply decrease. One of these resources is water and effectively usage of water resources becomes more crucial as not only water is an essential component that faces to run out but also recycling and reusing concepts are becoming important. Wastewater can be efficiently reused under effective policies and for these policies, wastewater amount forecasting is very important. Considering the fact that Turkey has been experiencing to improve its waste management strategies, wastewater management is also very crucial for Turkey to develop its policies. Thus, Turkey’s wastewater amount needs to be accurately forecasted in order to effectively manage wastewater discharged to lake, sea, soil and other resources. This study focuses on the forecasting for wastewater discharged to different resources. Box-Jenkins time series analysis has been used to forecast them under different categories. After analyzing and modelling, the real data and the estimated data fits well for the indicted time series model.

AB - Sustainability gains importance parallel to the fact that natural resources sharply decrease. One of these resources is water and effectively usage of water resources becomes more crucial as not only water is an essential component that faces to run out but also recycling and reusing concepts are becoming important. Wastewater can be efficiently reused under effective policies and for these policies, wastewater amount forecasting is very important. Considering the fact that Turkey has been experiencing to improve its waste management strategies, wastewater management is also very crucial for Turkey to develop its policies. Thus, Turkey’s wastewater amount needs to be accurately forecasted in order to effectively manage wastewater discharged to lake, sea, soil and other resources. This study focuses on the forecasting for wastewater discharged to different resources. Box-Jenkins time series analysis has been used to forecast them under different categories. After analyzing and modelling, the real data and the estimated data fits well for the indicted time series model.

KW - Forecasting

KW - Interpolation

KW - Sustainability

KW - Time series analysis

KW - Wastewater

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T3 - Lecture Notes in Mechanical Engineering

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BT - Towards Industry 5.0 - Selected Papers from ISPR 2022

A2 - Durakbasa, Numan M.

A2 - Gençyılmaz, M. Güneş

PB - Springer Science and Business Media Deutschland GmbH

T2 - 22nd International Symposium for Production Research, ISPR 2022

Y2 - 6 October 2022 through 8 October 2022

ER -

Çelik N, Coşar DN, Konyalıoğlu AK. Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey. In Durakbasa NM, Gençyılmaz MG, editors, Towards Industry 5.0 - Selected Papers from ISPR 2022. Springer Science and Business Media Deutschland GmbH. 2023. p. 119-129. (Lecture Notes in Mechanical Engineering). doi: 10.1007/978-3-031-24457-5_10

Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey

Abstract

Publication series

Conference

Bibliographical note

UN SDGs

Keywords

Access to Document

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