Projects per year
Personal profile
Research Interests
Optimization under uncertainty (methodology and applications),Risk Modeling,Energy Systems, in particular the transition to renewable energy to address climate change.
Key Words
Optimization under Uncertainty; Risk Modeling; Energy Planning.
Profession
No Information
Education/Academic qualification
PhD, Georgia Institute of Technology
Award Date: 4 Sep 1998
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Dive into the research topics where Tito Homem is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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1261789: Decision-Focused Learning for Stochastic Optimization
Homem, T. (Principal Investigator)
Agencia Nacional de Investigacin y Desarrollo
1/04/26 → 1/04/30
Project: Research
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ACT250025: Decision Support Tools for Virtual Power Plants (VPPs) in Chile
Olivares, D. (Director), Homem, T. (Alternate Director), Gutiérrez, L. (Principal Investigator), Barrera, J. (Principal Investigator), Barraza, R. (Principal Investigator) & Diaz, V. (Associate Researcher)
Agencia Nacional de Investigación y Desarrollo
25/11/25 → 25/11/28
Project: Research
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1221770: Integrating predictive and prescriptive approaches in stochastic optimization.
Homem, T. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/22 → 1/04/26
Project: Research
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ACTL92094: Adapting to the uncertaint¡es and risks of climate change: advanced methods and models for energy systems and markets
Moreno, E. (Senior Researcher), Homem, T. (Senior Researcher), Barrera, J. (Associate Researcher) & Cominetti, R. (Associate Researcher)
Comisión Nacional de Investigación Científica y Tecnológica
1/12/19 → 30/11/22
Project: Research
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ID19I10158: Gema: Mejorando la gestión de energía en microrredes con almacenamiento vía optimización estocástica y machine learning
Homem, T. (Alternate Director) & Ruz, G. (Researcher)
Comisión Nacional de Investigación Científica y Tecnológica
1/12/19 → 1/12/21
Project: Research
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Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting
Dias Garcia, J., Street, A., Homem-De-Mello, T. & Muñoz, F. D., Jan 2025, In: Operations Research. 73, 1, p. 22-39 18 p.Research output: Contribution to journal › Article › peer-review
22 Scopus citations -
Solving constrained consumption–investment problems by decomposition algorithms
Pagnoncelli, B. K., Homem-de-Mello, T., Lagos, G., Castañeda, P. & García, J., 16 Nov 2024, In: European Journal of Operational Research. 319, 1, p. 292-302 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Synthetic Simulation of Spatially-Correlated Streamflows: Weighted-Modified Fractional Gaussian Noise
Chadwick, C., Babonneau, F., Homem-de-Mello, T. & Letelier, A., Feb 2024, In: Water Resources Research. 60, 2, e2023WR035371.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Uncertainty dynamics in energy planning models: An autoregressive and Markov chain modeling approach
Guevara, E., Babonneau, F. & Homem-de-Mello, T., May 2024, In: Computers and Industrial Engineering. 191, 110084.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Measuring the impact of regional climate change on heating and cooling demand for the Chilean energy transition
Zavala, C., Babonneau, F. & Homem-de-Mello, T., 20 Nov 2023, In: Journal of Cleaner Production. 428, 139390.Research output: Contribution to journal › Article › peer-review
6 Scopus citations