Atmoko, R.A., Hidayatullah, R.R., Na’im, S.G.N. and Setiawan, A.B. 2026. Optimization of real-time forest monitoring system using yolo v9 object detection and 2.4 ghz wireless network: resource allocation, energy efficiency, and industrial deployment strategies. International Journal of Industrial Optimization. 7, 1 (Feb. 2026), 55–62. DOI:https://doi.org/10.12928/ijio.v7i1.11899.