Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana
DOI:10.35870/pioaj.7923Published: 02 August 2025Pages: 31-45 (Vol. 1, No. 2)Views: 2
Authors & Researchers
I
IsdalinaUniversitas Royal1
P
Putri IndrianiUniversitas Royal2
S
Saddam Adnan ManurungUniversitas Royal3
Abstract
PDAM Tirta Kualo is a regional company that supplies clean water to the surrounding community. Accurate estimation of water bill amounts is crucial to assist PDAMs in managing resources and finances efficiently. This study aims to create a prediction model for total water bills using the linear regression method. The data used is historical customer billing data which is analyzed to identify the relationship between air usage volume and total billing.
The findings show that a simple regression model can describe the water bill amount with an impressive accuracy of 0.9926. This precise model allows it to be used effectively in PDAM financial planning and assists customers in estimating their water usage.
Isdalina, & Indriani, P., & Manurung, S.A. (2024). Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana. Journal of Artificial Intelligence and Data Engineering, 1(2), 31-45. https://doi.org/10.35870/pioaj.7923
Isdalina, & Indriani, P., & Manurung, S.A. (2024). Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana. Journal of Artificial Intelligence and Data Engineering, 1(2), 31-45. https://doi.org/10.35870/pioaj.7923
Isdalina, and Putri Indriani, and Saddam Adnan Manurung. "Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana." Journal of Artificial Intelligence and Data Engineering, vol. 1, no. 2, 2024, pp. 31-45.
Isdalina, & Indriani, P., & Manurung, S.A., 2024. Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana. Journal of Artificial Intelligence and Data Engineering, 1(2), p.31-45.
Isdalina, and Putri Indriani, and Saddam Adnan Manurung. "Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana." Journal of Artificial Intelligence and Data Engineering 1, no. 2 (2024): 31-45.
@article{isdalina2024prediksi, author = {Isdalina and Putri Indriani and Saddam Adnan Manurung}, title = {Prediksi Jumlah Tagihan Air Pdam Tirta Kualo Menggunakan Metode Regresi Sederhana}, journal = {Journal of Artificial Intelligence and Data Engineering}, year = {2024}, volume = {1}, number = {2}, pages = {31-45}, doi = {10.35870/pioaj.7923}, url = {https://pioaj.com/index.php/article/7923} }
