1. Chemical Engineering Department, Faculty of Engineering, Soran University, Soran 44008, Kurdistan Region, Iraq
2. Basrah University College of Science and Technology, Basra 61004, Iraq
3. Petroleum Engineering Department, Engineering Faculty, Soran University, Soran 44008, Kurdistan Region, Iraq
4. Department of Oil and Gas Technologies, Perm National Research Polytechnic University, 614990 Perm, Russia