Heuristic Fusion Clustering (HFC)algorithm is developed for the data fusion, which can cluster and improve the data quality. Harmony Management Preprocessing (HMP) Algorithm is developed to preprocess the redundant and ambiguous data. To ensure water quality, Harmonic Water Optimization (HWO) Algorithm is developed, here 10 different water flow areas are chosen and their corresponding data is gathered using IoT sensors. The significance of nanofiber technology is analyzed and reported. The roof pressure experienced by the nascent structure is compared with a structure that is roof bonded with a glass fiber composite layer. Several sensors are adopted to measure the water quality and computational technique is used to analyze roof pressure variation in the coalfield. This study is mainly focused on the change in the geometry/structure of the coal mining field due to pressure and water contamination that occurs in the region during coal extraction. Considering the practical issues, in this article, a novel methodology using the Internet of Things (IoT) is proposed. Though technology had improved much, human intervention is still unavoidable in mines. Many models had been proposed in the past to enhance the whole process but they failed to do so due to the practical limitations in the deployment in terms of cost. Worker's safety and water quality maintenance are the two predominant process that is followed inside the Mines.
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