Rodrigo A. Carrasco
Associate Professor & the UC Data Science Initiative Director
Pontificia Universidad Católica de Chile
I’m interested in harnessing the power operations research and prescriptive analytics tools, developing decision support tools in applied problems.
You can find more details about my current research and projects in my personal profile.
Interests
- Combining Predictive and Prescriptive Analytics
- Combinatorial Algorithms
- Algorithm Design & Analysis
Latest
- Opportunities and challenges of generative AI
- Pauta de Negocios
- A RUL Estimation System from Clustered Run-to-Failure Degradation Signals
- CNN Divergentes
- Improving prescriptive maintenance by incorporating post-prognostic information through chance constraints
- Dealing with Uncertain Surgery Times in Operating Room Scheduling
- Interview at Radio Guayacán
- Michigan Center for Global Surgery Symposium
- Optimización matemática: conectando predicción y prescripción para mejores decisiones
- Using smartphone photographs of the Moon to acquaint students with non-Euclidean geometry
- Operations Research Tools Applied to Scheduling in Observatory Operations
- Equipo, sistema y método para administrar óptimamente la energía en una red de uso domiciliario e industrial
- National Engineering Day Web Seminar by Universidad Católica de Temuco
- ClimateDL: Forecasting of extreme temperature events
- Makers Fair Vina 2020.
- Slow Degradation Fault Detection in a Harsh Environment
- Optimal decisions for salvage logging after wildfires
- Martes de Física y Astronomía / Physics and Astronomy Tuesdays.
- GEMS: variable-Generation Energy Management with Storage
- Predictive Maintenance
- Viaje al Centro de los Datos / Voyage to the Center of Data.
- Real-time fleet management decision support system with security constraints
- Modelos de Decisión ante crisis / Decision models for a crisis.
- Operating room scheduling under waiting time constraints: the Chilean GES plan
- OPTIMA 2019
- Astronomical Scheduling in the Era of Big Observatories
- Salvage logging: harvest scheduling and personnel assignment after wildfires
- Resource cost aware scheduling
- ALMA engineering fault detection framework
- Todo por la Ciencia (in Spanish)
- Server scheduling benchmark instances
- Demand shaping in an electrical power grid using day ahead market and real time market prices
- The online set aggregation problem
- Demand shaping in an electrical power grid
- Operating room scheduling with variable procedure times
- Proceedings of the XII Chilean conference on operations research
- Model-based fault detection and diagnosis in ALMA subsystems
- Single machine scheduling with job-dependent convex cost and arbitrary precedence constraints
- Resource cost aware scheduling problems
- Robust electricity demand shaping through load shedding and shifting using day-ahead and real-time prices
- Single machine scheduling with job-dependent convex cost and arbitrary precedence constraints
- Fault detection and isolation in cooperative mobile robots using multilayer architecture and dynamic observers
- Energy aware scheduling: minimizing total energy cost and completion time by $α$-points and $α$-speeds
- Layered architecture for fault detection and isolation in cooperative mobile robots
- Nonlinear state estimation in mobile robots using a fuzzy observer
- Detección y diagnóstico de fallas en robots móviles cooperativos
- Fuzzy logic based nonlinear Kalman filter applied to mobile robots modelling
- Queen-bee genetic optimization of an heuristic based fuzzy control scheme for a mobile robot
- Sistema de guiado para un robot móvil basado en lógica difusa