The cost reduction has become the most challenge in oil and gas exploration. Many technologies have been developed to optimize the drilling and completion operation. One of the solutions is to reduce the cost of perforation. Although, well logging, neutron porosity, resistivity and gamma ray, can indicate the suitable zone for perforation, there still have some perforated zones which cannot be the production zones due to insufficient pressure of reservoir for the production. Thus, the more accurate decision chosen for the perforated zone will reduce well completion cost.Specific energy is referred to work input to drill a volume of rock and also used to determine the drilling efficiency by comparing with confined compressive strength (CCS). For the perfect drilling operation, down-hole specific energy should be equal to CCS. One of the parameters, which lead the fluctuation in down-hole specific energy is inlet pressure from reservoir. The zone which has higher down-hole specific energy than other zones at the same lithology will have a drilling problem. Thus, the zone which can be the reservoir from well logging data with drilling problems is possible a potential production zone.The combination of results from the down-hole specific energy and the well logging data can bring more accurate decision in choosing the perforated zone by avoiding the low potential zone. However, a down-hole specific energy calculation needs down-hole torque (DTOR) and weight on bit (DWOB) data, which requires additional budget for measurement using the commercial sensor, thus the friction calculation is preferred to save the budget. In this research, the friction analysis will base on Aadnoy et al [1] and Hareland et al [4] models was used to calculate DWOB.The assumption of down-hole specific energy was verified using data from two wells in Thailand to calculate the potential zone. The results showed the zone which have been chosen from both of logging and down-hole specific energy can be the production zone and the zone which only chosen from logging data may be a non-potential zone.