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Paper Information

Title: 

PREDICTION OF ROTATIONAL TORQUE IN HORIZENTAL DRILLING USING ADAPTIVE NERO FUZZY INTERFERENCE SYSTEM (ANFIS)

Type: PAPER
Author(s): MOJARRADI VAHID,RANJBAR MOHAMMAD
 
 
 
Name of Seminar: INTERNATIONAL CONFERENCE OIL, GAS, PETROCHEMICAL AND POWER PLANT
Type of Seminar:  CONFERENCE
Sponsor:  SHERKATE TAVONI AMOZESHI PAZHOHESHI VESTA
Date:  2012Volume 1
 
 
Abstract: 

HORIZONTAL DIRECTIONAL DRILLING (HDD) IS WIDELY USED IN PETROLEUM INDUSTRY. IN A VARIETY OF CONDITIONS IT IS NECESSARY TO PREDICT THE TORQUE REQUIRED FOR PERFORMING THE REAMING OPERATION (NEAR SURFACE), HOWEVER, THERE IS PRESENTLY NO APPROPRIATE AND CONVENIENT METHOD TO ACCOMPLISH THESE TASKS.
THE OBJECTIVE OF THIS STUDY IS TO IMPROVE THE PREDICTION OF THE TORQUE DURING DRILLING OPERATIONS USING ADAPTIVE NERO FUZZY INTERFERENCE SYSTEMS (ANFIS) ALTHOUGH AVAILABLE INFORMATION FOR DRILLING TECHNIQUES DOES PROVIDE SOME MEANS OF PREDICTING THE TORQUE, IT IS NOT SUFFICIENT FOR MEETING THE PRESENT NEEDS.
IN THIS STUDY, ADAPTIVE NERO FUZZY INTERFERENCE SYSTEMS (ANFI) IS USED TO PREDICT THE VALUE OF TORQUE IN HORIZONTAL DRILLING BASED ON OPERATIONAL FIELD DATA THE PARAMETERS AFFECTING ON ANFIS CHANGED TO FIND OPTIMUM CONDITION IN PREDICTION AND FINALLY BETTER ACCURATE PREDICTION OBTAINED, WHICH IS BETTER THAN CORRELATION WHICH IS PRESENTED TO THIS AIM BEFORE.

 
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