| Optimization of Multi-Unit Geothermal Power Plants with Neural Network Models |
Ling, Wei; Liu, Yingxiang; Young, Robert; Zia, Jalal; Swyer, Michael; Cladouhos, Trenton T.; Jafarpour, Behnam |
Power plant design and operation; Binary cycle power generat |
Machine learning, Optimization, Neural Networks, geothermal power plants |
Geothermal Resources Council Transactions |
2022 |
English |
| Online Time Series Prediction and Fault Detection for Geothermal Power Plants Using Recurrent Neural Networks |
Liu, Yingxiang; Ling, Wei; Young, Robert; Cladouhos, Trenton T.; Zia, Jalal; Jafarpour, Behnam |
Power plant design and operation; Machine learning; Faults |
Fault detection, Online learning, Recurrent neural networks, concept drift detection |
Geothermal Resources Council Transactions |
2022 |
English |
| What Did They Just Say? Building a Rosetta Stone for Geoscience and Machine Learning |
Mordensky, Stanley P.; Lipor, John J.; Burns, Erick R.; Lindsey, Cary R. |
Exploration; Geosciences; Machine Learning |
geoscience, machine learning, communication, cross-disciplinary |
Geothermal Resources Council Transactions |
2022 |
English |
| Physics-Guided Deep Learning for Prediction of Energy Production from Geothermal Reservoirs |
Qin, Zhen; Jiang, Anyue; Faulder, Dave; Cladouhos, Trenton T.; Jafarpour, Behnam |
Exploration; Machine Learning; Reservoir modeling |
machine learning, physics-guided neural networks, geothermal reservoir, energy production |
Geothermal Resources Council Transactions |
2022 |
English |
| GOOML- Real World Applications of Machine Learning in Geothermal Operations |
Siratovich, Paul; Blair, Andrea; Marsh, Andrew; Buster, Grant; Taverna, Nicole; Weers, Jon; Siega, Christine; Urgel, Alex; Mannington, Warren; Cen, Jonathan; Quinao, Jaime; Watt, Robbie; Akerley, John |
Power plant design and operation; Machine learning; GOOML |
Machine Learning, GOOML, forecasting, shut planning, optimization, operations |
Geothermal Resources Council Transactions |
2022 |
English |
| Chemical and Mechanical Stability of Cement during Fluid Invasion in Hydraulic Fractured Geothermal Wells |
Awejori, Gabriel; Barnett, Laymon; Massion, Cody; Al Dushaishi, Mohammed; Radonjic, Mileva |
Well Completion; Cementing; Wellbore integrity; Fractures |
Wellbore Cement, Fracturing Fluid Contamination, Thermal-Cycling, Durability of wellbore cement |
Geothermal Resources Council Transactions |
2022 |
English |
| Thermal Expansion, Fluid Flow, and Thermal Shock of Cement and a Cement/Steel Interface at Elevated Pressure and Temperature |
Bauer, Stephen J.; Barrow, Perry; Kibikas, William; Pyatina, Tatiana; Sugama, Toshifumi |
Well Completion; Cementing; High temperature reservoirs; Per |
high temperature cement, thermal shock, fluid flow, high temperature, high pressure |
Geothermal Resources Council Transactions |
2022 |
English |
| High-Temperature Expandable Steel Technology for Cement Operation Optimization |
Cayao, Joven John; Hallundbæk, Søren |
Well Completion; Cementing; Wellbore integrity |
Cement Assurance, Well Completion, Well Construction, Well Integrity, Metal Expandable Packer, Value Proposition, Zonal Isolation |
Geothermal Resources Council Transactions |
2022 |
English |
| Using Geopolymers as a Sustainable Alternative Cementing Solution for Long-Term Zonal Isolation and Lost Circulation Challenges in Deep Geothermal Wells |
Denduluri, Veerabhadra S; Genedy, Moneeb; Juenger, Maria; McDonald, Mike; van Oort, Eric |
Drilling; Lost circulation; Cementing; Polymers |
Fly Ash, Geopolymer, Geothermal Wells, Metakaolin, Slag, Lost Circulation, Zonal Isolation |
Geothermal Resources Council Transactions |
2022 |
English |
| Influence of Abundant Water on Geopolymer Curing at Elevated Temperatures |
Devers, Cameron; Tellez, Miguel L. Romero; Teodoriu, Catalin; Amani, Mahmood |
Well Completion; Cementing; Wellbore integrity; Polymers |
Geopolymer, Thermal Integrity, Cement, Completions, Geothermal |
Geothermal Resources Council Transactions |
2022 |
English |
| Exploration of a Geothermal System Fully Constructed from Composite Materials |
Heerens, Gert-Jan; Dragt, Sander; Hagenbeek, Michiel; van der Meer, Korneel; Max, Thijs; van Og, Geertjan; Vera, Christian; de Vries, Jeroen; Breg, Dennis; Brouwer, Dick; Douglas, Jamie; van Beek, Niels |
Sedimentary basins; Power plany design and operation; Corros |
Composite, Low-enthalpy Geothermal, System Analysis, Corrosion, Design Window |
Geothermal Resources Council Transactions |
2022 |
English |
| Microstructural and Petrophysical Evaluation of Graphene Modified Portland Wellbore Cement Undergone Cyclic Temperature Loading |
Jupudi, Havila; Massion, Cody; Johnson, Brent; Radonjic, Mileva |
Well Completion; Cementing; Wellbore integrity; High tempera |
Cyclic temperature loading, graphene nanoplatelets, microstructure, geothermal wellbore technology |
Geothermal Resources Council Transactions |
2022 |
English |
| Corrosion-resistant Plug Materials for Geothermal Well Fluid Control |
Lowry, Bill; Louden, Andrew; Jerman, Robin; Pyatina, Tatiana |
Well plugging; Equipment design; Corrosion |
Plugging and abandonment, well intervention, thermite, low melt temperature alloy, geothermal |
Geothermal Resources Council Transactions |
2022 |
English |
| Production Well Automation Upgrades for Increased Reliability |
Rochford, Rich |
Power plant design and operation; Equipment design; Emergenc |
Geothermal, Power Plant, Production Well, ESV, Flow Control |
Geothermal Resources Council Transactions |
2022 |
English |
| Increasing the Energy Efficiency of Geothermal Production Wells |
Sliwa, Tomasz; Ciepielowska, Martyna |
Well optimization; Cementing |
geothermal, cement slurry, thermal conductivity coefficient, heat loss |
Geothermal Resources Council Transactions |
2022 |
English |
| Highly Hydrophobic Lightweight Cements in Geothermal Well Energy Storage and Recovery Systems |
Sugama, Toshifumi; Pyatina, Tatiana |
Thermal energy storage; Equipment design; Cementing |
cement composites, energy storage, geothermal wells, thermal shock, hydrophobic cement, insulating cement, silica aerogel |
Geothermal Resources Council Transactions |
2022 |
English |
| Using Shape Memory Effect to Develop New Lost Circulation Materials for Sealing Large Fractures |
Tabatabaei, Maryam; Taleghani, Arash Dahi |
Drilling; Lost circulation materials; Equipment design; Frac |
Lost circulation materials, Drilling, Shape memory effect, sealing fractures |
Geothermal Resources Council Transactions |
2022 |
English |
| A Finite Element Study of Cement Bonding Validation Through Experiments |
Teodoriu, Catalin; Lambrescu, Ionut |
Wellbore integrity; Equipment design; Cementing |
Finite Element Method, Cement Properties, Well Integrity, High Temperature, Long term Properties |
Geothermal Resources Council Transactions |
2022 |
English |
| Novel Smart Shape Memory Polymers for Rapid Mitigation of Lost Circulation in High-Temperature EGS Formations |
Vivas, Cesar; Mohamed, Abdelmjeed; Magzoub, Musaab; Salehi, Saeed; Ahmed, Ramadan; Li, Guoqiang |
Drilling; Lost circulation materials; Equipment design; Poly |
Lost Circulation Material, Shape Memory Polymer, High Temperature, Wellbore Strengthening |
Geothermal Resources Council Transactions |
2022 |
English |
| Rheology-Based Approach to Design Cement Slurries for Enhanced Geothermal Wells |
Zemberekci, Lyn; Genedy, Moneeb; Nair, Sriramya D. |
HDR/EGS; Equipment design; Cementing |
Class H cement, supplementary cementitious materials, high-pressure high-temperature environment, cement slurry rheology, material optimization |
Geothermal Resources Council Transactions |
2022 |
English |