Dan Sui

Professor

Dan Sui

Kontakt

Telefon: 51831769

E-post: dan.sui@uis.no

Rom: KE E-365

Organisasjonsenhet

Det teknisk- naturvitenskapelige fakultet

Institutt for energi- og petroleumsteknologi

Kort om meg

My research interests include drilling automation, digitalization, AI, machine learning, data processing and analytics, modeling, optimization and simulation, control system design (model predictive control, PID,  moving horizon estimation, Kalman filter), advanced drilling technologies, drilling events detection, geothermal drilling and energy etc. I involve in many research projects within AI, digitalization and digital twin development. 

Publikasjoner

Vitenskapelige publikasjoner

Jingkai Chen; Lei Yang; Xiuquan Liu; Dan Sui; Yanting Zhang; Yongwang Liu (2026) A neural network prediction of drill string axial torsional vibration propagation. I: Ocean Engineering. ISSN 0029-8018. Volum 349. DOI: 10.1016/j.oceaneng.2026.124217

Dan Sui; Hamed Sahebi; Anders Tokheim Hetland (2025) Rate of Penetration Optimal Control Considering Drillstring Vibration via Data Analytics. I: OMAE2025, ASME 2025 44th International Conference on Ocean, Offshore and Arctic Engineering - Volume 6: Offshore Geotechnics; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791888957. DOI: 10.1115/omae2025-157340

Dan Sui; Jingkai Chen (2025) Robust Control of Drillstring Vibrations: Modeling, Estimation, and Real-Time Considerations. I: Applied Sciences. Online ISSN 2076-3417. Volum 15. DOI: 10.3390/app152413137

Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar Brumer Bratvold; Dan Sui (2025) Geosteering Through the Lens of Decision Transformers: Toward Embodied Sequence Decision-Making. I: Open Review. DOI: https://openreview.net/pdf?id=QXLWeLJ0ub

Luis Alberto Saavedra Jerez; Eric Cayeux; Dan Sui (2025) Trajectory Calculation for Complementing 3-D Well Path Planning in Geosteering Operations. I: International Conference on Offshore Mechanics and Arctic Engineering (OMAE) [proceedings]. ISSN 1523-651X. Volum Volume 6: Offshore Geotechnics; Petroleum Technology. DOI: 10.1115/OMAE2025-156845

Ramez Abdalla; Nermine Agban; Christian Lüddeke; Dan Sui; Philip Jaeger (2025) Multi agent physics informed reinforcement learning for waterflooding optimization. I: Franklin Open. ISSN 2773-1871. Volum 10. DOI: 10.1016/j.fraope.2025.100229

Dan Sui; Bernt Sigve Aadnøy (2025) Rate of Penetration Estimation with Parameter Correction. I: Applied Sciences. Online ISSN 2076-3417. Volum 15. DOI: 10.3390/app15094650

Luis Alberto Saavedra Jerez; Eric Cayeux; Dan Sui (2025) Automatic calibration of systematic biases in directional drilling control for planar and non-planar curves. I: Geoenergy Science and Engineering. ISSN 2949-8929. Volum 246. DOI: 10.1016/j.geoen.2024.213642

Felix Odebrett; Dan Sui; Jan Einar Gravdal; Joachim Oppelt (2025) Tuning a PI Controller with Deep Q-Learning: A Novel Approach for a Constant Bottom Hole Pressure Control. I: IADC/SPE International Drilling Conference and Exhibition. ISSN 2691-0926. DOI: 10.2118/223752-MS

Imene Khebouri; Said Rechak; Ihab Abderraouf Boulham; Dan Sui; Naeem Ramzan (2024) Automated neural network optimization for data-driven predictive models: an application to ROP in drilling. I: Soft Computing - A Fusion of Foundations, Methodologies and Applications. ISSN 1432-7643. Volum 28. s.12943-12961. DOI: 10.1007/s00500-024-10350-9

Luis Alberto Saavedra Jerez; Eric Cayeux; Dan Sui (2024) Assisting Directional Drilling by Calculating a Safe Operating Envelope. I: SPE Journal. ISSN 1086-055X. Volum 29. s.5221-5237. DOI: 10.2118/217707-PA

Luis Alberto Saavedra Jerez; Eric Cayeux; Dan Sui (2024) Facilitating Directional Drilling Work to Reach the Target Entry by Calculating a Safe Operating Envelope. I: (SPE) Society of Petroleum Engineers, IADC/SPE International Drilling Conference and Exhibition: March 5–7, 2024, Galveston, Texas, USA. Society of Petroleum Engineers. ISBN 9781959025108. DOI: 10.2118/217707-MS

Sofia Tariq; Dan Sui (2023) Sensitivity Analysis and Feature Selection for Drilling-Oriented Models. I: Journal of energy resources technology. ISSN 0195-0738. Volum 145. DOI: 10.1115/1.4062382

Muhammad Usama; Jie Cao; Jan Einar Gravdal; Dan Sui (2023) Applied Reinforcement Learning Method for Pressure Control in Managed Pressure Drilling. I: Chinese Control Conference (CCC). ISSN 1934-1768. Volum 42. s.1-6. DOI: 10.23919/CCC58697.2023.10239724

Uchenna Blesseth Ochije; Jan Einar Gravdal; Dan Sui (2023) Automated Real-Time Rate of Penetration Trend and Dynamic Analysis in Drilling Operations. I: Chinese Control Conference (CCC). ISSN 1934-1768. Volum 42. s.7030-7035. DOI: 10.23919/CCC58697.2023.10240948

Yucong Ma; Yihan Xing; Dan Sui; Muk Chen Ong; Tor Hemmingsen (2023) Two-Dimensional Planar Modeling of the Depth Control of a Subsea Shuttle Tanker. I: Journal of Offshore Mechanics and Arctic Engineering. ISSN 0892-7219. Volum 145. DOI: 10.1115/1.4056418

Jie Cao; Andrzej Tadeusz Tunkiel; Øystein Arild; Dan Sui (2023) Quantitative Evaluation of Imputation Methods Using Bounds Estimation of the Coefficient of Determination for Data-Driven Models with an Application to Drilling Logs. I: SPE Journal. ISSN 1086-055X. Volum 28. s.1895-1911. DOI: 10.2118/214323-PA

Dan Sui; Hamed Sahebi (2023) Trend and dynamic analysis on temporal drilling data and their data-driven models. I: Geoenergy Science and Engineering. ISSN 2949-8929. Volum 223. DOI: 10.1016/j.geoen.2023.211530

Dan Sui; Tomasz Wiktorski; Andrzej Tadeusz Tunkiel (2022) Prediction, interpolation and extrapolation of drilling data with Deep Learning. Universitetet i Stavanger. ISBN 9788284391342.

Miguel Fernandez Berrocal; Jie Cao; Dan Sui (2022) Evaluation and Interpretation on Data Driven ROP Models From Engineering Perspectives. I: Sören Ehlers, Proceedings of ASME 2022 41st International Conference on Ocean, Offshore & Arctic Engineering Volume 10 : Petroleum technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885956. DOI: 10.1115/OMAE2022-78752

Luis Alberto Saavedra Jerez; Dan Sui (2022) Modeling and Algorithm Development for Well Trajectory Plan and Real-Time Trajectory Control. I: Sören Ehlers, Proceedings of ASME 2022 41st International Conference on Ocean, Offshore & Arctic Engineering Volume 10 : Petroleum technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885956. DOI: 10.1115/OMAE2022-78451

Yucong Ma; Yihan Xing; Marina Simplicio Da Silva; Dan Sui (2022) Modelling of a Subsea Shuttle Tanker Hovering in Ocean Currents. I: 2022 41st ASME, ASME 2022 41st International Conference on Ocean, Offshore and Arctic Engineering Volume 5B: Ocean Engineering; Honoring Symposium for Professor Günther F. Clauss on Hydrodynamics and Ocean Engineering. The American Society of Mechanical Engineers (ASME). ISBN 9780791885901. DOI: 10.1115/OMAE2022-78146

Hamed Sahebi; Ekaterina Wiktorski; Dan Sui (2022) Design, Optimization, and Visualization of Wellbore Trajectory in 3D. I: Society of Petroleum Engineers SPE, SPE Norway Subsurface Conference 2022. Society of Petroleum Engineers. ISBN 9781613998571. DOI: 10.2118/209530-MS

Jie Cao; Hui Ren; Dan Sui (2022) Global optimization workflow for offshore drilling rate of penetration with dynamic drilling log data. I: Sören Ehlers, Proceedings of ASME 2022 41st International Conference on Ocean, Offshore & Arctic Engineering Volume 10 : Petroleum technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885956. DOI: 10.1115/OMAE2022-79747

Jie Cao; Samiul Ehsan Chowdhury; Tomasz Wiktorski; Dan Sui (2022) Well path design using Q-learning algorithms and Bezier curves with obstacles avoidance. I: Sören Ehlers, Proceedings of ASME 2022 41st International Conference on Ocean, Offshore & Arctic Engineering Volume 10 : Petroleum technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885956. DOI: 10.1115/OMAE2022-78427

Jie Cao; Ekaterina Wiktorski; Dan Sui (2022) Well Trajectory Optimization with an Emphasis on Anti-Collision Design. I: Journal of Offshore Mechanics and Arctic Engineering. ISSN 0892-7219. Volum 144. DOI: 10.1115/1.4053654

Jie Cao; Dan Sui (2022) Well Path Design and Optimization Using Composite Cubic Bezier Curves. I: SPE Journal. ISSN 1086-055X. Volum 27. s.3254-3270. DOI: 10.2118/209830-PA

Luis Alberto Saavedra Jerez; MD Fazlul Haque; Melissa Magalhaes; Rishyank Chevuri; Dan Sui; Fred Florence (2022) Autonomous directional drilling using the RSS simulator for the drillbotics 2020-2021 virtual competition. I: Society of Petroleum Engineers SPE, IADC/SPE International Drilling Conference and Exhibition March 8–10, 2022. Society of Petroleum Engineers. ISBN 9781613998427. DOI: 10.2118/208774-MS

Yucong Ma; Yihan Xing; Dan Sui (2022) Trajectory Envelope of a Subsea Shuttle Tanker Hovering in Stochastic Ocean Current - Model Development and Tuning. I: Journal of Offshore Mechanics and Arctic Engineering. ISSN 0892-7219. Volum 145. DOI: 10.1115/1.4055282

Ekaterina Wiktorski; Dan Sui (2021) Algorithms and models for smart well planning with emphasis on trajectory optimization. I: Digital Collection ASME, ASME 2021 40th International Conference on Ocean, Offshore and Arctic Engineering Volume 10: Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885208. DOI: 10.1115/OMAE2021-62731

Ekaterina Wiktorski; Dan Sui (2021) Investigation of model configuration parameters for stick-slip modeling. I: Digital Collection ASME, ASME 2021 40th International Conference on Ocean, Offshore and Arctic Engineering Volume 10: Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885208. DOI: 10.1115/OMAE2021-62744

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2021) Automated iterative gap filling method for drilling logs and other data series. I: Digital Collection ASME, ASME 2021 40th International Conference on Ocean, Offshore and Arctic Engineering Volume 10: Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791885208. DOI: 10.1115/OMAE2021-61927

Mauro Encinas; Andrzej Tadeusz Tunkiel; Dan Sui (2021) Downhole data correction for data-driven rate of penetration prediction modeling. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. DOI: 10.1016/j.petrol.2021.109904

Rafael Madeira; Dan Sui (2021) Study on separation factor models for well anti-collision analysis. I: Journal of Petroleum Exploration and Production Technology. ISSN 2190-0558. Volum 11. s.3463-3477. DOI: 10.1007/s13202-021-01235-w

Erik Andreas Løken; Jens Løkkevik; Dan Sui (2021) Testing Machine Learning Algorithms for Drilling Incidents Detection on a Pilot Small-Scale Drilling Rig. I: Journal of energy resources technology. ISSN 0195-0738. Volum 143. DOI: 10.1115/1.4052284

Jan Einar Gravdal; Dan Sui; Attila Nagy; Nejm Saadallah; Robert Ewald (2021) A hybrid test environment for verification of drilling automation systems. I: Society of Petroleum Engineers SPE, IADC/SPE Managed Pressure Drilling & Underbalanced Operations Conference & Exhibition, Virtual, September 2021. Society of Petroleum Engineers. ISBN 9781613997420. DOI: 10.2118/204064-MS

Caetano Andrade; Luis Alberto Saavedra Jerez; Andrzej Tadeusz Tunkiel; Dan Sui (2021) Rotary steerable systems: mathematical modeling and their case study. I: Journal of Petroleum Exploration and Production Technology. ISSN 2190-0558. Volum 11. s.2743-2761. DOI: 10.1007/s13202-021-01182-6

Yucong Ma; Dan Sui; Yihan Xing; Muk Chen Ong; Tor Henning Hemmingsen (2021) Depth control modelling and analysis of a subsea shuttle tanker. I: Digital Collection ASME, ASME 2021 40th International Conference on Ocean, Offshore and Arctic Engineering Volume 5: Ocean Space Utilization. The American Society of Mechanical Engineers (ASME). ISBN 9780791885154. DOI: 10.1115/OMAE2021-61827

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2021) Impact of data pre-processing techniques on recurrent neural network performance in context of real-time drilling logs in an automated prediction framework. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 2008 part E. DOI: 10.1016/j.petrol.2021.109760

Dan Sui; Juan Carlos Martinez Vidaur (2020) Automated Characterization of Non-Newtonian Fluids Using Laboratory Setup. I: Applied Rheology. ISSN 1430-6395. Volum 30. s.39-53. DOI: 10.1515/arh-2020-0101

Erik Andreas Løken; Jens Løkkevik; Dan Sui (2020) Automated drilling algorithms implementation on a laboratory drilling rig. I: MIC Journal: Modeling, Identification and Control. ISSN 0332-7353. Volum 41. s.1-11. DOI: 10.4173/mic.2020.1.1

Erik Andreas Løken; Jens Løkkevik; Dan Sui (2020) Data-driven Approaches Tests on A Laboratory Drilling System. I: Journal of Petroleum Exploration and Production Technology. ISSN 2190-0558. DOI: 10.1007/s13202-020-00870-z

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2020) Reference Dataset for Rate of Penetration Benchmarking. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 196. DOI: 10.1016/j.petrol.2020.108069

Jan Einar Gravdal; Robert Ewald; Nejm Saadallah; Sonja Moi; Dan Sui; Roman Shor (2020) A New Approach to Development and Validation of Artificial Intelligence Systems for Drilling. I: IEEE Conference on Industrial Electronics and Applications. Online ISSN 2158-2297. s.302-307. DOI: 10.1109/ICIEA48937.2020.9248210

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2020) Training-while-drilling approach to inclination prediction in directional drilling utilizing recurrent neural networks. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 196. DOI: 10.1016/j.petrol.2020.108128

Andrzej Tadeusz Tunkiel; Tomasz Wiktorski; Dan Sui (2020) Drilling Dataset Exploration, Processing and Interpretation Using Volve Field Data. I: NN NN, ASME 2020 39th International Conference on Ocean, Offshore and Arctic Engineering - Volume 11: Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791884430. DOI: 10.1115/OMAE2020-18151

Ekaterina Wiktorski; Dan Sui (2020) Investigation of Stick-Slip Severity in a Coupled Axial-Torsional Drillstring Dynamics Using a Two DOF Finite Element Mode. I: NN NN, ASME 2020 39th International Conference on Ocean, Offshore and Arctic Engineering - Volume 11: Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791884430. DOI: 10.1115/OMAE2020-19320

Andrzej Tadeusz Tunkiel; Tomasz Wiktorski; Dan Sui (2020) Continuous Drilling Sensor Data Reconstruction and Prediction via Recurrent Neural Networks. I: NN NN, ASME 2020 39th International Conference on Ocean, Offshore and Arctic Engineering - Volume 1: Offshore Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791884317. DOI: 10.1115/OMAE2020-18154

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2020) Data-driven sensitivity analysis of complex machine learning models: A case study of directional drilling. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 195. DOI: 10.1016/j.petrol.2020.107630

Suranga Chaminda Hemba Geekiyanage; Andrzej Tadeusz Tunkiel; Dan Sui (2020) Drilling data quality improvement and information extraction with case studies. I: Journal of Petroleum Exploration and Production Technology. ISSN 2190-0558. DOI: 10.1007/s13202-020-01024-x

Nejm Saadallah; Jan Einar Gravdal; Robert Ewald; Sonja Moi; Benoit Daireaux; Adrian Ambrus; Stian Sivertsen; Kristian Hellang; Roman J. Shor; Dan Sui; Stefan Sandor; Marek Chojnacki; Jacob Odgaard (2019) OpenLab: Design and Applications of a Modern Drilling Digitalization Infrastructure. I: Society of Petroleum Engineering. DOI: 10.2118/195629-MS

Ekaterina Wiktorski; Dan Sui; Mahmoud Khalifeh; Milad Khatibi (2019) Investigation of the Combined Effects of Temperature and Large-Scale Tortuosity on Friction-Factor Profile in Straight Inclined Sections. I: SPE Journal. ISSN 1086-055X. DOI: 10.2118/198897-PA

Suranga Chaminda Hemba Geekiyanage; Adrian Ambrus; Dan Sui (2019) Feature selection for kick detection with machine learning using laboratory data. I: NN NN, ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering (OMAE2019): Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791858875. DOI: 10.1115/OMAE2019-95496

Suranga Chaminda Hemba Geekiyanage; Erik Andreas Løken; Dan Sui; Tomasz Wiktorski (2019) Architectures and algorithms for a smart drilling robot. I: NN NN, ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering (OMAE2019): Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791858875. DOI: 10.1115/OMAE2019-95486

Suranga Chaminda Hemba Geekiyanage; Erik Andreas Løken; Dan Sui (2019) Architectures and algorithms of an autonomous small-scale drilling agent. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 188. s.1-17. DOI: 10.1016/j.petrol.2019.106834

Magomed Adan Khadisov; Håkon Petersen Hagen; Andreas Sandvi Jakobsen; Dan Sui (2019) Developments and experimental tests on a laboratory-scale drilling automation system. I: Journal of Petroleum Exploration and Production Technology. ISSN 2190-0558. s.1-17. DOI: 10.1007/s13202-019-00767-6

Ekaterina Wiktorski; Milad Khatibi; Suranga Chaminda Hemba Geekiyanage; Dan Sui; Rune Wiggo Time (2019) Experimental Study of Drillstring Dynamics Using a High-Speed Camera As a Non-Invasive Motion Sensor. I: NN NN, ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering (OMAE2019): Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791858875. DOI: 10.1115/OMAE2019-95217

Ekaterina Wiktorski; Suranga Chaminda Hemba Geekiyanage; Erik Andreas Løken; Dan Sui (2019) Comparative Study of Surface and Downhole Drillstring Vibrations Measurements on a Laboratory-Scale Drilling Rig. I: . Society of Petroleum Engineers, SPE Norway One Day. Society of Petroleum Engineers. ISBN 9781613996706. DOI: 10.2118/195610-MS

Ekaterina Wiktorski; Catherine Cobbah; Dan Sui; Mahmoud Khalifeh (2019) Experimental study of temperature effects on wellbore material properties to enhance temperature profile modeling for production wells. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 176. s.689-701. DOI: 10.1016/j.petrol.2019.01.102

Suranga Chaminda Hemba Geekiyanage; Dan Sui; Bernt Sigve Aadnøy (2018) Drilling data quality management: Case study with a laboratory scale drilling rig. I: NN NN, ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791851296. DOI: 10.1115/OMAE2018-77510

Robert Ewald; Jan Einar Gravdal; Dan Sui; Roman Shor (2018) Web Enabled High Fidelity Drilling Computer Model with User-Friendly Interface for Education, Research and Innovation. I: Linköping Electronic Conference Proceedings. ISSN 1650-3686. s.162-168. DOI: 10.3384/ecp18153162

Erik Andreas Løken; Suranga Chaminda Hemba Geekiyanage; Dan Sui; Robert Ewald (2018) Autonomous Laboratory-Scale Drilling Rig for Testing and Control of Drilling Systems. I: Oil, Gas. ISSN 0342-5622. s.38-39. DOI: 10.19225/180310

Erik Andreas Løken; Alexander Trulsen; Andrew Martin Holsaeter; Ekaterina Wiktorski; Dan Sui; Robert Ewald (2018) Design Principles Behind the Construction of an Autonomous Laboratory-Scale Drilling Rig. I: IFAC-PapersOnLine. ISSN 2405-8971. Volum 51. s.62-69. DOI: 10.1016/j.ifacol.2018.06.356

John Emeka Udegbunam; Kjell Kåre Fjelde; Dan Sui (2018) Numerical Integration of the AUSMV Scheme with a Dynamic Wellbore Temperature Model. I: NN NN, ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791851296. DOI: 10.1115/OMAE2018-77493

Ekaterina Wiktorski; Milad Khatibi; Dan Sui; Rune Wiggo Time (2018) Study of Frictional Forces Between Rotating Pipes and Wellbore in Horizontal Wells: Experimental and Modelling. I: NN NN, ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791851296. DOI: 10.1115/OMAE2018-77105

Ekaterina Wiktorski; Dan Sui; Kjell Kåre Fjelde; Vebjørn Langåker (2018) Dynamic Cuttings Slip Velocity Evaluation in Non-Newtonian Fluids Using a Temperature Dependent Transient Drift-Flux Model for Directional Wells. I: NN NN, ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791851296. DOI: 10.1115/OMAE2018-77386

Dan Sui; Ekaterina Wiktorski; Marius Røksland; Tommy A. Basmoen (2018) Review and investigations on geothermal energy extraction from abandoned petroleum wells. I: Journal of Petroleum Exploration and Production Technology. ISSN 2190-0558. s.1-13. DOI: 10.1007/s13202-018-0535-3

Dan Sui; Thomas Horpestad; Ekaterina Wiktorski (2018) Comprehensive modeling for temperature distributions of production andgeothermal wells. I: Journal of Petroleum Science and Engineering. ISSN 0920-4105. Volum 167. s.426-446. DOI: 10.1016/j.petrol.2018.03.060

Dan Sui; Vebjørn Haraldstad Langåker (2018) Downhole Temperature Modeling for Non-Newtonian Fluids in ERD Wells. I: MIC Journal: Modeling, Identification and Control. ISSN 0332-7353. Volum 39. s.131-149. DOI: 10.4173/mic.2018.2.7

Amare Leulseged; Sima Alise Nepal; Dan Sui; Suranga Chaminda Hemba Geekiyanage (2018) Kick Management Study on Automated Well Control for Managed Pressure Drilling in Long Wells. I: NN NN, ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791851296. DOI: 10.1115/OMAE2018-77800

Dalila de Sousa Gomes; Marius Staahl Nilsen; Johnny Frøyen; Knut Steinar Bjørkevoll; Antonio C V M Lage; Kjell Kåre Fjelde; Dan Sui (2018) A Transient Flow Model for Investigating Parameters Affecting Kick Behaviour in OBM for HPHT Wells and Backpressure MPD Systems. I: NN NN, ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology. The American Society of Mechanical Engineers (ASME). ISBN 9780791851296. DOI: 10.1115/OMAE2018-77547

Eric Cayeux; Dan Sui; Olaleke Anthony Akisanmi; Omar Salem Alani (2017) Challenges in the Automation of a Laboratory-Scale Drilling Rig and Comparison with the Requirements for Full Scale Drilling Automation. I: 2017 SPE, SPE Bergen One Day Seminar, 2017. Society of Petroleum Engineers. ISBN 9781613995495. DOI: 10.2118/185898-MS

Ekaterina Wiktorski; Martin Tveiterå; Dan Sui; Bernt Sigve Aadnøy (2017) Temperature Dependent Torque and Drag for 3-D Wells: Model Description and Field Case Study. I: NN NN, ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, Trondheim, Norway, June 25–30, 2017. The American Society of Mechanical Engineers (ASME). ISBN 9780791857762. DOI: 10.1115/OMAE2017-61230

Dan Sui; Vebjørn Langåker; Zhixin Yu (2017) Investigation of Thermophysical Properties of Nanofluids for Application in Geothermal Energy. I: Energy Procedia. Online ISSN 1876-6102. Volum 105. s.5055-5060. DOI: 10.1016/j.egypro.2017.03.1021

Marius Røksland; Tommy A. Basmoen; Dan Sui (2017) Geothermal energy extraction from abandoned wells. I: Energy Procedia. Online ISSN 1876-6102. Volum 105. s.244-249. DOI: 10.1016/j.egypro.2017.03.309

Dan Sui; Olha Sukhoboka; Bernt Sigve Aadnøy (2017) Improvement of Wired Drill Pipe Data Quality via Data Validation and Reconciliation. I: International Journal of Automation and Computing. ISSN 1476-8186. s.1-12. DOI: 10.1007/s11633-017-1068-9

Dalila de Sousa Gomes; Knut Steinar Bjørkevoll; Johnny Frøyen; Kjell Kåre Fjelde; Dan Sui; John Emeka Udegbunam; Fatemeh Moeinikia (2017) Probabilistic Flow Modelling Approach for Kick Tolerance Calculations. I: NN NN, ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, Trondheim, Norway, June 25–30, 2017. The American Society of Mechanical Engineers (ASME). ISBN 9780791857762. DOI: 10.1115/OMAE2017-61391

John Emeka Udegbunam; Dan Sui; Fatemeh Moeinikia; Antonio C V M Lage; Kjell Kåre Fjelde; Øystein Arild; Herimonja Andrianifaliana Rabenjafimanantsoa; Olav Gerhard Haukenes Nygaard (2017) A Transient Flow Model for Predicting Pressure Buildup in Closed Annuli. I: NN NN, ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, Trondheim, Norway, June 25–30, 2017. The American Society of Mechanical Engineers (ASME). ISBN 9780791857762. DOI: 10.1115/OMAE2017-61209

Dan Sui; Bernt Sigve Aadnøy (2016) Rate of Penetration Optimization using Moving Horizon Estimation. I: MIC Journal: Modeling, Identification and Control. ISSN 0332-7353. Volum 37. s.149-158. DOI: 10.4173/mic.2016.3.1

Dan Sui; Olav Gerhard Haukenes Nygaard (2015) Automated dual gradient drilling and its parametric analysis during connection. I: IFAC-PapersOnLine. ISSN 2405-8971. Volum 48. s.183-188. DOI: 10.1016/j.ifacol.2015.08.029

Kairui Zhao; Dan Sui (2015) Drilling data quality control via wired drill pipe technology. I: Chinese Control Conference (CCC). ISSN 1934-1768. Volum 2015-September. s.7883-7888. DOI: 10.1109/ChiCC.2015.7260892

Dan Sui; Tor Arne Johansen (2014) Linear constrained moving horizon estimator with pre-estimating observer. I: Systems & control letters (Print). ISSN 0167-6911. Volum 67. s.40-45. DOI: 10.1016/j.sysconle.2014.02.003

Roar Nybø; Dan Sui (2014) SPE 167864 - Closing the Integration Gap for the Next Generation of Drilling Decision Support Systems. I: . SPE Intelligent Energy Conf., SPE Intelligent Energy Conference and Exhibition, Nederland, 1-3 April 2014 - Conference Proceedings. Society of Petroleum Engineers. ISBN 9781613993064. DOI: 10.2118/167864-MS

Dan Sui; Roar Nybø; Vahid Azizi (2013) Real-time Optimization of Rate of Penetration during Drilling Operation. I: IEEE International Conference on Control and Automation. ISSN 1948-3449. s.357-362. DOI: 10.1109/ICCA.2013.6564893

Kristian Gjerstad; Dan Sui; Knut Steinar Bjørkevoll; Rune Wiggo Time (2013) Automatic Prediction of Downhole Pressure Surges in Tripping Operations. I: I. Petroleum Technology Conf. IPTC, International Petroleum Technology Conference, 26-28 March, Beijing, China. Society of Petroleum Engineers. ISBN 9781613992180. DOI: 10.2523/16974-MS

Tor Arne Johansen; Dan Sui; Roar Nybø (2013) Regularized Nonlinear Moving-Horizon Observer With Robustness to Delayed and Lost Data. I: IEEE Transactions on Control Systems Technology. ISSN 1063-6536. Volum 21. s.2114-2128. DOI: 10.1109/TCST.2012.2228652

Le Feng; Christian Ragnar Gutvik; Tor Arne Johansen; Dan Sui; Alf O Brubakk (2012) Approximate Explicit Nonlinear Receding Horizon Control for Decompression of Divers. I: IEEE Transactions on Control Systems Technology. ISSN 1063-6536. Volum 20. s.1275-1284. DOI: 10.1109/TCST.2011.2162516

Dan Sui; Roar Nybø; Svein Hovland; Tor Arne Johansen (2012) A Moving Horizon Observer for Estimation of Bottomhole Pressure during Drilling. I: Elsevier IFAC Publications / IFAC Proceedings series. ISSN 1474-6670. s.145-150. DOI: 10.3182/20120531-2-NO-4020.00024

Dan Sui; Tor Arne Johansen (2012) On the Exponential Stability of Moving Horizon Observer for Globally N-Detectable Nonlinear Systems. I: Asian journal of control. ISSN 1561-8625. Volum 14. s.1649-1654. DOI: 10.1002/asjc.475

Giulio Gola; Roar Nybø; Dan Sui (2011) A grey-box approach for predicting the well bottom-hole pressure in pressure-controlled drilling operations. I: Maneesh Singh; Rao Raj B. K. N.; Jayantha Prasanna Liyanage, Proceedings of the 24th International Congress on Condition Monitoring and Diagnostics Engineering Management (COMADEM2011). COMADEM International. ISBN 9780954130725.

Dan Sui; Tor Arne Johansen (2011) Regularized Nonlinear Moving Horizon Observer – Theory and application to automotive friction estimation. I: Tor Arne Johansen; Morten Hovd; Miroslav Fikar; Mikulás Huba; B Rohal-Ilkiv; Sigurd Skogestad, Preprints of the NIL workshop on Selected Topics on Constrained and Nonlinear Control. STU-Bratislava. ISBN 9788096862726. s.3-20.

Dan Sui; Tor Arne Johansen (2011) Exponential Stability of Regularized Moving Horizon Observer for N-Detectable Nonlinear Systems. I: . IEEE, Proceedings 2011 IEEE International Conference on Control and Automation, Santiago, Chile. IEEE Press. ISBN 9781457714740. s.806-811. DOI: 10.1109/icca.2011.6137886

Dan Sui; Tor Arne Johansen (2011) Moving horizon observer with regularisation for detectable systems without persistence of excitation. I: International Journal of Control. ISSN 0020-7179. Volum 84. s.1041-1054. DOI: 10.1080/00207179.2011.589081

Dan Sui; Roar Nybø; Giulio Gola; Davide Roverso; Marinus I Hoffmann (2011) Ensemble methods for process monitoring in oil and gas industry operations. I: Journal of Natural Gas Science and Engineering. ISSN 1875-5100. Volum 3. s.748-753. DOI: 10.1016/j.jngse.2011.05.004

Dan Sui; Tor Arne Johansen; Le Feng (2010) Linear Moving Horizon Estimation With Pre-Estimating Observer. I: IEEE Transactions on Automatic Control. ISSN 0018-9286. Volum 55. s.2363-2368. DOI: 10.1109/TAC.2010.2053060

Dan Sui; Le Feng; C.J. Ong; Morten Hovd (2010) Robust explicit model predictive control for linear systems via interpolation techniques. I: International Journal of Robust and Nonlinear Control. ISSN 1049-8923. Volum 20. s.1166-1175. DOI: 10.1002/rnc.1500

Dan Sui; Tor Arne Johansen (2010) Regularized Nonlinear Moving Horizon Observer for Detectable Systems. I: Elsevier IFAC Publications / IFAC Proceedings series. ISSN 1474-6670.

Dan Sui; Tor Arne Johansen (2010) Moving Horizon Estimation for Tire-Road Friction During Braking. I: Proceedings of the IEEE Conference on Control Applications. ISSN 1085-1992. s.1379-1384.

Dan Sui; Feng Le; Morten Hovd (2009) Robust Explicit Moving Horizon Control and Estimation: A Batch Polymerization Case Study. I: MIC Journal: Modeling, Identification and Control. ISSN 0332-7353. Volum 30. s.17-U27. DOI: 10.4173/mic.2009.1.2

Dan Sui; Feng Le; Morten Hovd; C.J. Ong (2009) Decomposition principle in model predictive control for linear systems with bounded disturbances. I: Automatica. ISSN 0005-1098. Volum 45. s.1917-1922. DOI: 10.1016/j.automatica.2009.04.012

Dan Sui; CJ Ong; L Feng (2009) A framework for multiple robust explicit MPC controllers for linear systems. I: International Journal of Control. ISSN 0020-7179. Volum 82. s.1414-1422. DOI: 10.1080/00207170802400947

Feng Le; Christian Ragnar Gutvik; Tor Arne Johansen; Dan Sui (2009) Barrier Function Nonlinear Optimization for Optimal Decompression of Divers. I: Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes. ISSN 0191-2216.

Dan Sui; Feng Le; Morten Hovd (2008) Robust output feedback MPC for linear systems via interpolation technique. I: Elsevier IFAC Publications / IFAC Proceedings series. ISSN 1474-6670. Volum 17.

Dan Sui; Feng Le; Morten Hovd (2008) Algorithms for online implementations of explicit MPC solutions. I: Elsevier IFAC Publications / IFAC Proceedings series. ISSN 1474-6670. Volum 17.

Feng Le; Dan Sui; Morten Hovd (2008) On further optimizing prediction dynamics for robust model predictive control. I: American Control Conference (ACC). ISSN 0743-1619. s.3572-3576.

Dan Sui; Feng Le; CJ Ong (2008) Interpolated robust time optimal controllers for linear systems. I: IET Control Theory & Applications. ISSN 1751-8644. Volum 2. s.219-227. DOI: 10.1049/20070001

Dan Sui; CJ Ong (2008) Constrained piecewise linear systems with disturbances: Controller design via convex invariant sets. I: International Journal of Robust and Nonlinear Control. ISSN 1049-8923. Volum 18. s.1327-1347. DOI: 10.1002/rnc.1279

Dan Sui; C.J. Ong (2007) Interpolated Model Predictive Controller for Linear Systems with Bounded Disturbances. I: American Control Conference (ACC). ISSN 0743-1619. s.4458-4463.

Dan Sui; C.J. Ong (2007) Computation of Polytopal Invariant Sets of PWL Systems with Bounded Disturbances. I: American Control Conference (ACC). ISSN 0743-1619. s.4655-4659.

Formidling

Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar Brumer Bratvold; Dan Sui (2026) Decision Transformers trained on stochastic drilling trajectories with Particle-Filter State Estimation for Geosteering. EnKF Workshop; 2026-06-14 - 2026-06-16.

Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar Brumer Bratvold; Dan Sui (2025) Geosteering Through the Lens of Decision Transformers: Toward Embodied Sequence Decision-Making. NeurIPS 2025 Workshop EWM; 2025-12-05 - 2025-12-06. DOI: https://neurips.cc/virtual/2025/loc/san-diego/124015

Jan Einar Gravdal; Dan Sui; Attila Nagy; Nejm Saadallah; Robert Ewald (2021) A Hybrid Test Environment for Verification of Drilling Automation Systems. SPE/IADC International Drilling Conference and Exhibition 2021; 2021-03-08 - 2021-03-12.

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2020) OMAE2020-18154: Continuous Drilling Sensor Data Reconstruction and Prediction via Recurrent Neural Networks. OMAE 2020; 2020-08-03 - 2020-08-07.

Andrzej Tadeusz Tunkiel; Dan Sui; Tomasz Wiktorski (2020) OMAE2020-18151: Drilling Dataset Exploration, Processing and Interpretation Using Volve Field Data. OMAE 2020; 2020-08-03 - 2020-08-07.

Suranga Chaminda Hemba Geekiyanage; Adrian Ambrus; Dan Sui (2019) Feature selection for kick detection with machine learning using laboratory data. Proceedings of the ASME 2019 38th OMAE International Conference; 2019-06-09 - 2019-06-14.

Suranga Chaminda Hemba Geekiyanage; Erik Andreas Løken; Dan Sui; Tomasz Wiktorski (2019) Architectures and algorithms for a smart drilling robot. Proceedings of the ASME 2019 38th International OMAE Conference; 2019-06-09 - 2019-06-14.

Ekaterina Wiktorski; Milad Khatibi; Suranga C. H. Geekiyanage; Dan Sui; Rune Wiggo Time (2019) Experimental Study of drillstring dynamics using a high-speed camera as a non-invasive motion sensor. ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering; 2019-06-09 - 2019-06-14.

Ekaterina Wiktorski; Suranga C. H. Geekiyanage; Erik Andreas Løken; Dan Sui (2019) Comparative study of surface and downhole drillstring vibrations measurements on a laboratory-scale drilling rig. SPE Norway One Day Seminar in Bergen 2019; 2019-05-14.

Suranga Chaminda Hemba Geekiyanage; Erik Andreas Løken; Ekaterina Wiktorski; Dan Sui (2018) Design of a Finite State Machine: Case Study on Algorithms & Architecture for a Smart Drilling Rig. Celle Drilling 2018; 2018-09-11 - 2018-09-12.

Amare Leulseged; Dan Sui; Sima A. Nepal; Suranga C. H. Geekivanage (2018) Kick Management Study on Automated Well Control for Managed Pressure Drilling in Long Wells. 37th International Conference on Ocean, Offshore & Arctic Engineering; 2018-06-17 - 2018-06-22.

Bernt Sigve Aadnøy; Dan Sui (2018) The importance of physicis in drill string modelling. Fourth International Colloquium on Nonlinear Dynamics and Control of Deep Drilling Systems; 2018-05-14 - 2018-05-16.

Robert Ewald; Jan Einar Gravdal; Roman Shor; Dan Sui (2018) Web-enabled high fidelity drilling computer model with user-friendly interface for education, research and innovation. the 59th International Conference of Scandinavian Simulation Society, SIMS 2018; 2018-09-26 - 2018-09-28.

Milad Khatibi; Ekaterina Wiktorski; Dan Sui; Rune Wiggo Time (2018) Experimental Study of Frictional Pressure Loss for Eccentric Drillpipe in Horizontal Wells. IADC/SPE Asia Pacific Drilling Technology Conference and Exhibition, 27-29 August; 2018-08-27 - 2018-08-29.

Ekaterina Wiktorski; Artem Kuznetsov; Dan Sui (2017) ROP Optimization and Modeling in Directional Drilling Process. SPE One Day Seminar in Bergen; 2017-04-05.

Dan Sui; Roar Nybø; Vahid Azizi (2013) Real-time Optimization of Rate of Penetration during Drilling Operation. 2013 10th IEEE International Conference on Control and Automation (ICCA); 2013-06-12 - 2013-06-14.

Kristian Gjerstad; Dan Sui; Knut Steinar Bjørkevoll; Rune Wiggo Time (2013) Automatic Prediction of Downhole Pressure Surges in Tripping Operations. International Petroleum Technology Conference; 2013-03-26 - 2013-03-28.

Gola Guulio; Roar Nybø; Dan Sui; Davide Roverso (2012) SPE 150201 - Improving management and control of drilling operations with artificial intelligence. SPE Intelligent Energy International; 2012-03-27 - 2012-03-29.

Dan Sui; Thor Ole Gulsrud; Espen Kristoffersen (2012) SPE 149906 - Advanced PreDrill Simulations for Safer and More Cost-effective Drilling. IADC/SPE Drilling Conference and Exhibition; 2012-03-06 - 2012-03-08.

Dan Sui; Tor Arne Johansen (2011) Exponential Stability of Regularized Moving Horizon Observer for N-Detectable Nonlinear Systems. IEEE International Conference on Control & Automation (ICCA’11); 2011-12-19 - 2011-12-21.

Dan Sui; Tor Arne Johansen (2010) Moving Horizon Estimation for Tire-Road Friction During Braking. IEEE Multi-conference of Systems and Control; 2010-09-08 - 2010-09-10.

Dan Sui; Tor Arne Johansen (2010) Regularized Nonlinear Moving Horizon Observer for Detectable Systems. IFAC NOLCOS; 2010-09-01 - 2010-09-03.

Feng Le; Christian Ragnar Gutvik; Tor Arne Johansen; Dan Sui (2009) Barrier Function Nonlinear Optimization for Optimal Decompression of Divers. IEEE Conference on Decision and Control; 2009-12-16 - 2009-12-18.

Dan Sui; Feng Le; Morten Hovd (2008) Robust explicit time optimal controllers for linear systems via decomposition principle. I: Elsevier IFAC Publications / IFAC Proceedings series. ISSN 1474-6670. s.10196-10200.

Dan Sui; Feng Le; Morten Hovd (2008) Robust output feedback model predictive control for linear systems via moving horizon estimation. I: American Control Conference (ACC). ISSN 0743-1619. s.453-458.

Dan Sui; Feng Le; Morten Hovd (2008) Algorithms for online implementations of explicit MPC solutions. 17th IFAC World Congress; 2008-07-06 - 2008-07-11.

Dan Sui; Feng Le; Morten Hovd (2008) Robust output feedback model predictive control for linear systems via moving horizon estimation. ACC 2008; 2008-06-11 - 2008-06-13.

Dan Sui; Feng Le; Morten Hovd (2008) Robust explicit time optimal controllers for linear systems via decomposition principle. 17th IFAC world congress; 2008-07-06 - 2008-07-11.

Dan Sui; Feng Le; Morten Hovd (2008) Robust output feedback MPC for linear systems via interpolation technique. 17th IFAC world congress; 2008-07-06 - 2008-07-11.

Feng Le; Dan Sui; Morten Hovd (2008) On further optimizing prediction dynamics for robust model predictive control. ACC 2008; 2008-06-11 - 2008-06-13.

Dan Sui; C.J. Ong (2007) Computation of Polytopal Invariant Sets of PWL Systems with Bounded Disturbances. American Control Conference; 2007-07-11 - 2007-07-13.

Dan Sui; C.J. Ong (2007) Interpolated Model Predictive Controller for Linear Systems with Bounded Disturbances. American Control Conference; 2007-07-11 - 2007-07-13.

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