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Saja A. Dawod

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Open access Aug 2026

Optimization of the Drilling Rate of Penetration (ROP) in Iraqi Kurdistan Fields Using Artificial Neural Networks

The primary aim in the oil and gas industry is to optimize drilling operations to reduce costs and time. Accurate Rate of Penetration (ROP) prediction is essential for optimizing operations and directly influences the cost spent and non-productive time on the rig. Multiple mechanical and geological factors complicate t...

Saja A. Dawod, R. Azim, S. Simo · 0 citations

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