Darkenbayev D, Zhapbasbayev U, Balakayeva G. Machine learning-based predictive maintenance system for urban heating networks for real-time failure detection and analysis. ijirss [Internet]. 2025 Sep. 19 [cited 2025 Dec. 9];8(6):1868-76. Available from: https://www.ijirss.com/index.php/ijirss/article/view/10041