Operations research. We might be able to adapt these methods in a way that will let us use them to tackle a few difficult issues in the wireless sensor network (WSNv) sector. We create a single data collecting method called EDALv, short for Energy-efficient Delay-aware Lifetime-balancing data collection, to illustrate the effectiveness of this strategy. The algorithm design uses a single OVR result to show how the issue formulation is inherently NP-hard. We suggested utilizing both a distributed and a central heuristic to improve the method's scalability for large-scale network activity.