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Drilling and blasting is the oldest excavation method in mining and tunnelling applications especially in hard rock conditions. But in recent year, the application of roadheaders and impact hammers in hard rock conditions has increased considerably in both civil and mining engineering fields. The prediction of machine utilization time and determining performance plays an important role in the time scheduling of the tunnelling projects. The tunnels of the Kadikoy-Kartal Metro are under construction. This paper summ...