Dispersion Modeling of Gas Emission and Total Suspended Particulate in Java’s Coal-Fired Power Plant Using AERMOD

Authors

  • Nasyrah Shader Bestita PT PLN (Persero), Jl. Trunojoyo Blok M-I No.135, South Jakarta, 12160, Indonesia
  • Kania Dewi Master Program of Environmental Engineering, Institut Teknologi Bandung, Jl. Ganesha 10, Bandung, 40132, Indonesia

Keywords:

AERMOD, Emission, Dispersion, Coal Fired Power Plant

Abstract

This study analyzes the dispersion of SO₂, NOₓ, and total suspended particulates (TSP) from a coal-fired power plant using the AERMOD model. Meteorological and terrain data were processed via WRPLOT, AERMET, and AERMAP. Results show that SO₂ and NOₓ predominantly disperse eastward and southward, with peak concentrations recorded around 1.5 km south of the emission source. Maximum SO₂ concentrations reached 1,937.27 µg/m³ (1-hour), 298.59 µg/m³ (24-hour), and 55 µg/m³ (annual), with exceedances of regulatory limits for short- and medium-term periods. NOₓ concentrations peaked at 15,494.63 µg/m³ (1-hour), 1,909.30 µg/m³ (24-hour), and 175 µg/m³ (annual), surpassing the respective limits of 1-hour and 24-hour standard. In contrast, TSP concentrations remained below the 24-hour limit, with a maximum of 109.42 µg/m³. Model evaluation showed good performance for SO₂ (RMSE and MAE <10%, bias within –0.3 to 0.3), while NOₓ was overestimated and TSP underestimated due to AERMOD’s limitations in simulating chemical reactions and terrain effects. The study recommends incorporating non-fugitive sources, high-resolution land data, and chemical transformation modules to enhance model accuracy and support effective air quality management in complex terrain.

Downloads

Download data is not yet available.

References

PT PLN (Persero). (2021). Rencana Usaha Penyediaan Tenaga Listrik (RUPTL) 2021-2030. Jakarta: PT PLN (Persero).

Environmental Justice Atlas. Paiton Baru Coal-fired Power Plant, East Java, Indonesia. 2022.

Lelieveld, J., Klingmüller, K., Pozzer, A., Burnett, R. T., Haines, A., Ramanathan, V., & Bauer, S. E. Effects of fossil fuel and total anthropogenic emission removal on public health and climate. Proceedings of the National Academy of Sciences, 116(15), 7192-7197. 2019.

United States Environmental Protection Agency (EPA). User’s Guide for the AMS/EPA Regulatory Model (AERMOD). EPA-454/B-19-001. 2019.

Sahu, S. K., Khare, M., & Pandey, A. K. Atmospheric pollutant dispersion modeling in complex terrain: A review. Environmental Science and Pollution Research, 27(24), 30343–30358. 2020.

Zhang, L., Chen, H., Zhou, J., Li, X., & Wang, Y. Application of maximum emission rate scenarios in air quality modeling to assess health risks in complex terrain. Atmospheric Environment, 275, 118272. 2022.

Zhou, Y., Wang, Y., Li, J., & Zhang, Q. Impact of mountainous terrain on pollutant dispersion and local air quality: A case study. Science of The Total Environment, 772, 145556. 2021.

U.S. Environmental Protection Agency. User's Guide for the AERMOD Meteorological Preprocessor (AERMET). 2020.

Yang, Z., Yao, Q., Buser, M. D., Alfieri, J. G., Li, H., Torrents, A., McConnell, L. L., Downey, P. M., & Hapeman, C. J. Modification and validation of the Gaussian plume model (GPM) to predict ammonia and particulate matter dispersion. Atmospheric Pollution Research, 11(7), 1063–1072. 2020.

Chai, T., & Draxler, R. R. Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature. Geoscientific Model Development, 7(3), 1247–1250. 2014.

Casciaro, G., Cavaiola, M., & Mazzino, A. Calibrating the CAMS European multi-model air quality forecasts for regional air pollution monitoring. Atmospheric Environment, 287, 119259. 2022.

Ma’rufatin, A., Yananto, A., & Pandoe, W. W. Karakteristik angin wilayah pesisir utara Pulau Jawa berdasarkan variabilitas monsun. Jurnal Teknologi Lingkungan, 25(1), 43–54. 2024.

Nugroho, H. A. Topografi dan dinamika angin di wilayah pesisir utara Jawa Timur. Surabaya: Lembaga Penelitian ITS. 2019.

Sutiarso, L., Rahmawati, D., & Prasetyo, W. Pengaruh topografi terhadap pola angin malam hari di pesisir utara Jawa Timur. Prosiding Seminar Nasional Geofisika 2021, Universitas Gadjah Mada, Yogyakarta. 2021.

Siregar, V. P., Sidabutar, T., & Simanjuntak, R. Pertukaran massa air di Laut Jawa terhadap periodisitas monsun dan Arlindo pada tahun 2015. Depik: Jurnal Ilmu-Ilmu Perairan, Pesisir dan Perikanan, 6(1), 1–10. 2017.

Government of Indonesia. Government Regulation No. 22 of 2021 on the Implementation of Environmental Protection and Management. 2021.

United States Environmental Protection Agency (EPA). AERMOD Implementation Guide. Air Quality Modeling Group. 2022.

CERC. Evaluation of explicit NOx chemistry for use in the AERMOD dispersion model. Cambridge Environmental Research Consultants. 2019.

Haq, A. U., Nadeem, Q., Farooq, A., Irfan, N., Ahmad, M., & Ali, M. R. Assessment of AERMOD modeling system for application in complex terrain in Pakistan. Atmospheric Pollution Research, 10(5), 1492–1497. 2019.

Hendrick, M. F., Lefer, B. L., Hughes, R. C., Rickly, P., & Birnbaum, K. Evaluation of NO2 predictions by the plume volume molar ratio method (PVMRM) and ozone limiting method (OLM) in AERMOD using new field observations. Atmospheric Environment, 77, 719–728. 2013.

Tartakovsky, D., Stern, E., & Broday, D. M. Dispersion of TSP and PM₁₀ emissions from quarries in complex terrain. Science of The Total Environment, 542, 946–954. 2016.

Carruthers, D. J., McHugh, C. A., Wicks, J. M., & Edmunds, H. A. Evaluation of an explicit NOx chemistry method in AERMOD. International Journal of Environment and Pollution, 61(1/2), 40–55. 2017.

Prasad, N., Mishra A., Bhattacharya T., Lal B. Validation of AERMOD Prediction Accuracy for Particulate Matters (PM10, PM2.5) for a Large Coal Mine Complex: A Multisource Perspective. Aerosol Science and Engineering 9(6). 2024.

Published

2025-10-29

How to Cite

Bestita, N. S., & Dewi, K. (2025). Dispersion Modeling of Gas Emission and Total Suspended Particulate in Java’s Coal-Fired Power Plant Using AERMOD. ITB Graduate School Conference, 5(1). Retrieved from https://gcs.itb.ac.id/proceeding-igsc/index.php/igsc/article/view/776