Thiago Lima Silva
Publications
2025
-
Hannanu, Muhammad Iffan;
Silva, Thiago Lima;
Camponogara, Eduardo;
Hovd, Morten.
(2025)
A trust region method for output-constrained reservoir optimization under geological uncertainty.
Computational Geosciences
Academic article
-
Seljom, Pernille;
Rosenberg, Eva;
Skjølsvold, Tomas Moe;
Heyse, Cornelius;
Throndsen, William;
Klöckner, Christian Andreas Nikolaus.
(2025)
Mot lavere og mer fleksibelt energibruk i norske husholdninger: Utfordringer og løsninger.
Other
-
Simas, Moana Silva;
Silva, Thiago Lima;
Aponte, Fabian Rocha;
Haaskjold, Kristina;
Myhre, Stine Fleischer.
(2025)
Costs and material requirements for the Norwegian battery demand.
SINTEF Industri
SINTEF Industri
Report
-
Leinan, Paul Roger;
Ustad, Torgeir Stensrud;
Krogstad, Stein;
Silva, Thiago Lima;
Ortiz, Miguel Muñoz;
Hellemo, Lars.
(2025)
Simulation and optimization of a coupled reservoir and multi-phase flow network model.
Advances in Geo-Energy Research
Academic article
-
Adhau, Saket;
Ortiz, Miguel Muñoz;
Tremblay, Elijah Matthew;
Rachah, Amira;
Silva, Thiago Lima.
(2025)
Hydrogen Value Chain Optimization for Decarbonization of the Glass Industry in Europe: A Case Study.
IFAC-PapersOnLine
Academic article
-
Mishra, Sambeet;
Silva, Thiago Lima;
Hellemo, Lars;
Jaehnert, Stefan;
Egner, Lars Even;
Petersen, Sobah Abbas.
(2025)
Agent-based modeling: Insights into consumer behavior, urban dynamics, grid management, and market interactions.
Energy Strategy Reviews
Academic literature review
-
Simas, Moana Silva;
Bly, Kristine Katherine;
Arega, Meron Assefa;
Aponte, Fabian Rocha;
Silva, Thiago Lima;
Wiebe, Kirsten Svenja.
(2025)
Sustainability effects of material demand by next-generation lithium-ion battery technologies: A global value chain perspective.
Resources, Conservation and Recycling
Academic article
2024
-
Rachah, Amira;
Silva, Thiago Lima.
(2024)
An agent-based model for controlling pandemic infectious diseases transmission dynamics with the use of face masks.
Academic chapter/article/Conference paper
-
Bellout, Mathias Chakib Rodriguez;
Silva, Thiago Lima;
Bakke, Jan Øystein Haavig;
Berg, Carl Fredrik.
(2024)
Derivative-free search approaches for optimization of well inflow control valves and controls.
Computational Geosciences
Academic article
-
Silva, Thiago Lima;
Tremblay, Elijah Matthew;
Grytli, Tuva;
Skagestad, Ragnhild.
(2024)
SustainableTech – A Holistic Framework for Integrated Techno-Economic and Sustainability Assessments.
IFAC-PapersOnLine
Academic article
-
Fragapane, Giuseppe;
Wan, Paul Kengfai;
Ortiz, Miguel Muñoz;
Silva, Thiago Lima.
(2024)
Impact of Hydrogen Integration and Implementation on Costs in Glass Production.
Procedia CIRP
Academic article
-
Kitch, Madeline;
Støen, Mikael;
Ortiz, Miguel Muñoz;
Silva, Thiago Lima;
Juanpera, Marc;
Fisco-Compte, Pau.
(2024)
Optimal Industrial Clusters: Flex4Fact Summer Research Report.
SINTEF Industri
SINTEF Rapporter (2024:00958)
Report
-
Hannanu, Muhammad Iffan;
Silva, Thiago Lima;
Camponogara, Eduardo;
Hovd, Morten.
(2024)
Derivative-Free Well Control Optimization under Uncertainty.
Academic chapter/article/Conference paper
-
Hannanu, Muhammad Iffan;
Camponogara, Eduardo;
Silva, Thiago Lima;
Hovd, Morten.
(2024)
A modified derivative-free SQP-filter trust-region method for uncertainty handling: application in gas-lift optimization.
Optimization and Engineering
Academic article
2023
-
Hannanu, Muhammad Iffan;
Silva, Thiago Lima;
Camponogara, Eduardo;
Hovd, Morten.
(2023)
Well Control Optimization with Output Constraint Handling by Means of a Derivative-Free Trust Region Algorithm.
Academic chapter/article/Conference paper
-
Machado, Mario;
Silva, Thiago Lima;
Camponogara, Eduardo;
Arruda, Edilson de;
Filho, Virgílio Ferreira.
(2023)
Optimal preventive policies for parallel systems using Markov decision process: application to an offshore power plant.
EURO Journal on Decision Processes
Academic article
2022
-
Lei, Guowen;
Stanko, Milan;
Silva, Thiago Lima.
(2022)
Formulations for automatic optimization of decommissioning timing in offshore oil and gas field development planning.
Computers and Chemical Engineering
Academic article
-
Haring, Mark A. M.;
Fossøy, Synne;
Silva, Thiago Lima;
Pavlov, Alexey.
(2022)
Nondisturbing extremum seeking control for multiagent industrial systems.
IEEE Transactions on Automatic Control
Academic article
-
Silva, Thiago Lima;
Bellout, Mathias;
Giuliani, Caio M.;
Camponogara, Eduardo;
Pavlov, Alexey.
(2022)
Derivative-free trust region optimization for robust well control under geological uncertainty.
Computational Geosciences
Academic article
2021
-
Lei, Guowen;
Silva, Thiago Lima;
Stanko, Milan.
(2021)
A Mathematical Programming Approach to Determine Optimal Tieback Development Concepts of Two Offshore Oil Fields in the Barents Sea.
Academic chapter/article/Conference paper
-
Silva, Thiago Lima;
Pavlov, Alexey.
(2021)
Dither signals optimization in constrained
multi-agent extremum seeking control.
IFAC-PapersOnLine
Academic article
-
Lei, Guowen;
Wolf, Milan Edvard Stanko;
Silva, Thiago Lima;
Widerøe, Tom;
Skogvang, Arnljot.
(2021)
The Use of Mathematical Programming to Determine Optimal Production and Drilling Schedule in an Offshore Oil Field, A Case Study From the Barents Sea.
Academic chapter/article/Conference paper
-
Lei, Guowen;
Silva, Thiago Lima;
Stanko, Milan.
(2021)
Compact Formulations for Efficient Early-Phase Field Development Optimization of Multi-Reservoir Fields.
Computers and Chemical Engineering
Academic article
-
Kristoffersen, Brage Strand;
Silva, Thiago Lima;
Bellout, Mathias;
Berg, Carl Fredrik.
(2021)
Efficient well placement optimization under uncertainty using a virtual drilling procedure.
Computational Geosciences
Academic article
-
Kristoffersen, Brage Strand;
Bellout, Mathias;
Silva, Thiago Lima;
Berg, Carl Fredrik.
(2021)
An Automatic Well Planner for Complex Well Trajectories.
Mathematical Geosciences
Academic article
-
Kristoffersen, Brage Strand;
Bellout, Mathias;
Silva, Thiago Lima;
Berg, Carl Fredrik.
(2021)
Reduced well path parameterization for optimization problems through machine learning.
Journal of Petroleum Science and Engineering
Academic article
2020
-
Silva, Thiago Lima;
Pavlov, Alexey.
(2020)
Dither signal optimization for multi-agent extremum seeking control.
Academic chapter/article/Conference paper
-
Andersen, Joakim Rostrup;
Silva, Thiago Lima;
Imsland, Lars Struen;
Pavlov, Alexey.
(2020)
Real time optimization of systems with fast and slow dynamics using a lookahead strategy.
Academic chapter/article/Conference paper
-
Silva, Thiago Lima;
Bellout, Mathias;
Giuliani, Caio M.;
Camponogara, Eduardo;
Pavlov, Alexey.
(2020)
A Derivative-Free Trust-Region Algorithm for Well Control Optimization.
Academic chapter/article/Conference paper
-
Kristoffersen, Brage Strand;
Silva, Thiago Lima;
Bellout, Mathias;
Berg, Carl Fredrik.
(2020)
An Automatic Well Planner for Efficient Well Placement Optimization Under Geological Uncertainty.
Academic chapter/article/Conference paper
-
Hulse, Eduardo O.;
Silva, Thiago Lima;
Camponogara, Eduardo;
Rosa, Vinicius R.;
Vieira, Bruno F.;
Furtado, Alex Teixeira.
(2020)
Introducing Approximate Well Dynamics into Production Optimization for Operations Scheduling.
Computers and Chemical Engineering
Academic article
2019
-
Silva, Thiago Lima;
Codas, Andrés;
Stanko, Milan;
Camponogara, Eduardo;
Foss, Bjarne Anton.
(2019)
Network-Constrained Production Optimization by Means of Multiple Shooting.
SPE Reservoir Evaluation and Engineering
Academic article
Journal publications
-
Hannanu, Muhammad Iffan;
Silva, Thiago Lima;
Camponogara, Eduardo;
Hovd, Morten.
(2025)
A trust region method for output-constrained reservoir optimization under geological uncertainty.
Computational Geosciences
Academic article
-
Leinan, Paul Roger;
Ustad, Torgeir Stensrud;
Krogstad, Stein;
Silva, Thiago Lima;
Ortiz, Miguel Muñoz;
Hellemo, Lars.
(2025)
Simulation and optimization of a coupled reservoir and multi-phase flow network model.
Advances in Geo-Energy Research
Academic article
-
Adhau, Saket;
Ortiz, Miguel Muñoz;
Tremblay, Elijah Matthew;
Rachah, Amira;
Silva, Thiago Lima.
(2025)
Hydrogen Value Chain Optimization for Decarbonization of the Glass Industry in Europe: A Case Study.
IFAC-PapersOnLine
Academic article
-
Mishra, Sambeet;
Silva, Thiago Lima;
Hellemo, Lars;
Jaehnert, Stefan;
Egner, Lars Even;
Petersen, Sobah Abbas.
(2025)
Agent-based modeling: Insights into consumer behavior, urban dynamics, grid management, and market interactions.
Energy Strategy Reviews
Academic literature review
-
Simas, Moana Silva;
Bly, Kristine Katherine;
Arega, Meron Assefa;
Aponte, Fabian Rocha;
Silva, Thiago Lima;
Wiebe, Kirsten Svenja.
(2025)
Sustainability effects of material demand by next-generation lithium-ion battery technologies: A global value chain perspective.
Resources, Conservation and Recycling
Academic article
-
Bellout, Mathias Chakib Rodriguez;
Silva, Thiago Lima;
Bakke, Jan Øystein Haavig;
Berg, Carl Fredrik.
(2024)
Derivative-free search approaches for optimization of well inflow control valves and controls.
Computational Geosciences
Academic article
-
Silva, Thiago Lima;
Tremblay, Elijah Matthew;
Grytli, Tuva;
Skagestad, Ragnhild.
(2024)
SustainableTech – A Holistic Framework for Integrated Techno-Economic and Sustainability Assessments.
IFAC-PapersOnLine
Academic article
-
Fragapane, Giuseppe;
Wan, Paul Kengfai;
Ortiz, Miguel Muñoz;
Silva, Thiago Lima.
(2024)
Impact of Hydrogen Integration and Implementation on Costs in Glass Production.
Procedia CIRP
Academic article
-
Hannanu, Muhammad Iffan;
Camponogara, Eduardo;
Silva, Thiago Lima;
Hovd, Morten.
(2024)
A modified derivative-free SQP-filter trust-region method for uncertainty handling: application in gas-lift optimization.
Optimization and Engineering
Academic article
-
Machado, Mario;
Silva, Thiago Lima;
Camponogara, Eduardo;
Arruda, Edilson de;
Filho, Virgílio Ferreira.
(2023)
Optimal preventive policies for parallel systems using Markov decision process: application to an offshore power plant.
EURO Journal on Decision Processes
Academic article
-
Lei, Guowen;
Stanko, Milan;
Silva, Thiago Lima.
(2022)
Formulations for automatic optimization of decommissioning timing in offshore oil and gas field development planning.
Computers and Chemical Engineering
Academic article
-
Haring, Mark A. M.;
Fossøy, Synne;
Silva, Thiago Lima;
Pavlov, Alexey.
(2022)
Nondisturbing extremum seeking control for multiagent industrial systems.
IEEE Transactions on Automatic Control
Academic article
-
Silva, Thiago Lima;
Bellout, Mathias;
Giuliani, Caio M.;
Camponogara, Eduardo;
Pavlov, Alexey.
(2022)
Derivative-free trust region optimization for robust well control under geological uncertainty.
Computational Geosciences
Academic article
-
Silva, Thiago Lima;
Pavlov, Alexey.
(2021)
Dither signals optimization in constrained
multi-agent extremum seeking control.
IFAC-PapersOnLine
Academic article
-
Lei, Guowen;
Silva, Thiago Lima;
Stanko, Milan.
(2021)
Compact Formulations for Efficient Early-Phase Field Development Optimization of Multi-Reservoir Fields.
Computers and Chemical Engineering
Academic article
-
Kristoffersen, Brage Strand;
Silva, Thiago Lima;
Bellout, Mathias;
Berg, Carl Fredrik.
(2021)
Efficient well placement optimization under uncertainty using a virtual drilling procedure.
Computational Geosciences
Academic article
-
Kristoffersen, Brage Strand;
Bellout, Mathias;
Silva, Thiago Lima;
Berg, Carl Fredrik.
(2021)
An Automatic Well Planner for Complex Well Trajectories.
Mathematical Geosciences
Academic article
-
Kristoffersen, Brage Strand;
Bellout, Mathias;
Silva, Thiago Lima;
Berg, Carl Fredrik.
(2021)
Reduced well path parameterization for optimization problems through machine learning.
Journal of Petroleum Science and Engineering
Academic article
-
Hulse, Eduardo O.;
Silva, Thiago Lima;
Camponogara, Eduardo;
Rosa, Vinicius R.;
Vieira, Bruno F.;
Furtado, Alex Teixeira.
(2020)
Introducing Approximate Well Dynamics into Production Optimization for Operations Scheduling.
Computers and Chemical Engineering
Academic article
-
Silva, Thiago Lima;
Codas, Andrés;
Stanko, Milan;
Camponogara, Eduardo;
Foss, Bjarne Anton.
(2019)
Network-Constrained Production Optimization by Means of Multiple Shooting.
SPE Reservoir Evaluation and Engineering
Academic article
Part of book/report
-
Seljom, Pernille;
Rosenberg, Eva;
Skjølsvold, Tomas Moe;
Heyse, Cornelius;
Throndsen, William;
Klöckner, Christian Andreas Nikolaus.
(2025)
Mot lavere og mer fleksibelt energibruk i norske husholdninger: Utfordringer og løsninger.
Other
-
Rachah, Amira;
Silva, Thiago Lima.
(2024)
An agent-based model for controlling pandemic infectious diseases transmission dynamics with the use of face masks.
Academic chapter/article/Conference paper
-
Hannanu, Muhammad Iffan;
Silva, Thiago Lima;
Camponogara, Eduardo;
Hovd, Morten.
(2024)
Derivative-Free Well Control Optimization under Uncertainty.
Academic chapter/article/Conference paper
-
Hannanu, Muhammad Iffan;
Silva, Thiago Lima;
Camponogara, Eduardo;
Hovd, Morten.
(2023)
Well Control Optimization with Output Constraint Handling by Means of a Derivative-Free Trust Region Algorithm.
Academic chapter/article/Conference paper
-
Lei, Guowen;
Silva, Thiago Lima;
Stanko, Milan.
(2021)
A Mathematical Programming Approach to Determine Optimal Tieback Development Concepts of Two Offshore Oil Fields in the Barents Sea.
Academic chapter/article/Conference paper
-
Lei, Guowen;
Wolf, Milan Edvard Stanko;
Silva, Thiago Lima;
Widerøe, Tom;
Skogvang, Arnljot.
(2021)
The Use of Mathematical Programming to Determine Optimal Production and Drilling Schedule in an Offshore Oil Field, A Case Study From the Barents Sea.
Academic chapter/article/Conference paper
-
Silva, Thiago Lima;
Pavlov, Alexey.
(2020)
Dither signal optimization for multi-agent extremum seeking control.
Academic chapter/article/Conference paper
-
Andersen, Joakim Rostrup;
Silva, Thiago Lima;
Imsland, Lars Struen;
Pavlov, Alexey.
(2020)
Real time optimization of systems with fast and slow dynamics using a lookahead strategy.
Academic chapter/article/Conference paper
-
Silva, Thiago Lima;
Bellout, Mathias;
Giuliani, Caio M.;
Camponogara, Eduardo;
Pavlov, Alexey.
(2020)
A Derivative-Free Trust-Region Algorithm for Well Control Optimization.
Academic chapter/article/Conference paper
-
Kristoffersen, Brage Strand;
Silva, Thiago Lima;
Bellout, Mathias;
Berg, Carl Fredrik.
(2020)
An Automatic Well Planner for Efficient Well Placement Optimization Under Geological Uncertainty.
Academic chapter/article/Conference paper
Report
-
Simas, Moana Silva;
Silva, Thiago Lima;
Aponte, Fabian Rocha;
Haaskjold, Kristina;
Myhre, Stine Fleischer.
(2025)
Costs and material requirements for the Norwegian battery demand.
SINTEF Industri
SINTEF Industri
Report
-
Kitch, Madeline;
Støen, Mikael;
Ortiz, Miguel Muñoz;
Silva, Thiago Lima;
Juanpera, Marc;
Fisco-Compte, Pau.
(2024)
Optimal Industrial Clusters: Flex4Fact Summer Research Report.
SINTEF Industri
SINTEF Rapporter (2024:00958)
Report
Outreach
2025
-
LectureSilva, Thiago Lima. (2025) Development of European CO2 routes. ACCSESS Open Online Event – Management of captured CO₂: Solutions for continental Europe , online 2025-10-13 -
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Academic lectureHellemo, Lars; Silva, Thiago Lima; Peng, Yechennan; Klöckner, Christian Andreas Nikolaus; Seljom, Pernille; Rosenberg, Eva. (2025) Striving for realism in analyses of building retrofit potential for the green energy system transition with agent-based modelling. Smart Energy Systems International Conference 2025 , Copenhagen 2025-09-14 - 2025-09-17
2024
-
Academic lectureSeljom, Pernille; Rosenberg, Eva; Myhre, Stine Fleischer; Klöckner, Christian Andreas Nikolaus; Peng, Yechennan; Skjølsvold, Tomas Moe. (2024) Glem energieffektivisering med dagens ordninger!. Frokostmøte: Vil statsbudsjettet gi oss mer enøk raskere? , Oslo 2024-10-10 - 2024-10-10
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Academic lectureHellemo, Lars; Flatberg, Truls; Silva, Thiago Lima. (2024) PiecewiseAffineApprox.jl. JuMP-dev 2024 , Montréal 2024-07-19 - 2024-07-21
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InterviewCaccamo, Chiara; Silva, Thiago Lima. (2024) Hydrogen can remove harmful emissions from energy-demanding industries. SINTEF SINTEF [Internet] 2024-05-15
2023
-
LectureSilva, Thiago Lima; Tremblay, Elijah Matthew; Skagestad, Ragnhild; Grytli, Tuva; Eldrup, Nils Henrik. (2023) SustainableTech - Framework for systematic and integrated life-cycle and techno-economic assessments. Economic Analysis and Modeling - Gemini center workshop , Trondheim 2023-10-19 - 2023-10-19
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Academic lectureAndersen, Joakim Rostrup; Silva, Thiago Lima; Imsland, Lars Struen; Pavlov, Alexey. (2023) Real-time optimization of fast and slow dynamics with a look-ahead strategy. IX Oil and Gas Production Optimization Workshop: The Digital Transformation for Sustainable Production , Petrobras Research Center – CENPES, Rio de Janeiro 2023-03-02 - 2023-03-03
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LectureSilva, Thiago Lima; Hellemo, Lars; Peng, Yechennan; Klöckner, Christian Andreas Nikolaus. (2023) ABM modeling and development in the Behaviour project. Behaviour Workshop , Equinor Research Center 2023-10-18 - 2023-10-18
2022
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LectureLeinan, Paul Roger; Silva, Thiago Lima. (2022) LowEmission Webinars - An open source framework for Integrated Production Modelling (IPM) – collaboration of LowEmission and the DigiWell project. LowEmission webinar series , online 2022-11-30 - 2022-11-30
2021
-
LectureSilva, Thiago Lima; Egner, Lars Even; Hellemo, Lars; Seljom, Pernille Merethe Sire; Klöckner, Christian A; Espegren, Kari Aamodt. (2021) On the use of agent-based modelling for investigating household energy retrofit behaviour. FME NTRANS Workshop on agent-based modeling for a consumer-centric energy transition , Online 2021-12-06 - 2021-12-06
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LectureSilva, Thiago Lima; Hellemo, Lars; Egner, Lars Even; Seljom, Pernille Merethe Sire; Klöckner, Christian A.; Espegren, Kari Aamodt. (2021) Investigating the role of energy behavior in the low carbon transition with agent-based models. SMARTEES EU-policy Workshop , Online 2021-10-04 - 2021-10-04
2020
-
Academic lectureSilva, Thiago Lima; Pavlov, Alexey. (2020) Dither signal optimization in constrained multi-agent extremum seeking control. IFAC World Congress 2020 2020-07-11 - 2020-07-17
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Academic lectureAndersen, Joakim Rostrup; Silva, Thiago Lima; Imsland, Lars Struen; Pavlov, Alexey. (2020) Real time optimization of systems with fast and slow dynamics using a lookahead strategy. 59th Conference on Decision and Control 2020-12-15 -
-
Academic lectureKristoffersen, Brage Strand; Silva, Thiago Lima; Bellout, Mathias; Berg, Carl Fredrik. (2020) An Automatic Well Planner for Efficient Well Placement Optimization Under Geological Uncertainty. ECMOR XVII , Online 2020-09-14 - 2020-09-17
-
PosterSilva, Thiago Lima; Pavlov, Alexey. (2020) A Derivative-Free Trust-Region Algorithm for Well Control Optimization. ECMOR XVII 2020-09-14 - 2020-09-17
-
Academic lectureSilva, Thiago Lima; Pavlov, Alexey. (2020) Dither signal optimization for multi-agent extremum seeking control. European Control Conference 2020 2020-05-12 - 2020-05-15
2019
-
Academic lectureBellout, Mathias; Baumann, Einar; Kristoffersen, Brage Strand; Silva, Thiago Lima. (2019) FieldOpt platform for field development optimization. VII Oil and Gas Production Optimization Workshop , Rio de Janeiro 2019-04-29 - 2019-04-30
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Academic lectureSilva, Thiago Lima; Bellout, Mathias; Giuliani, Caio M.; Camponogara, Eduardo. (2019) Derivative-free algorithms and applications for production optimization. VIII Oil and Gas Production Optimization Workshop , Rio de Janeiro 2019-04-29 - 2019-04-30