Alberto E. Cerpa

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 10

Top Topics

Control Problems

Online Learning

Disturbance Rejection

Predictive Control

Top Venues

BuildSys@SenSys

ACM Trans. Sens. Networks

Publications

Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du
HPC-GPT: Integrating Large Language Model for High-Performance Computing. CoRR (2023)
Daniel A. Winkler, Ashish Yadav, Claudia F. Chitu, Alberto E. Cerpa
OFFICE: Optimization Framework For Improved Comfort & Efficiency. IPSN (2020)
Xianzhong Ding, Wan Du, Alberto E. Cerpa
MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys@SenSys (2020)
Daniel A. Winkler, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
OPTICS: OPTimizing Irrigation Control at Scale. ACM Trans. Sens. Networks 16 (3) (2020)
Jothi Prasanna Shanmuga Sundaram, Alberto E. Cerpa
On the feasibility of an IoT Multi-Radio Architecture for Smart Buildings. BuildSys@SenSys (2020)
Daniel A. Winkler, Alberto E. Cerpa
WISDOM: watering intelligently at scale with distributed optimization and modeling. SenSys (2019)
Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
DICTUM: Distributed Irrigation aCtuation with Turf hUmidity Modeling. ACM Trans. Sens. Networks 15 (4) (2019)
Daniel A. Winkler, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
Plug-and-play irrigation control at scale. IPSN (2018)
Daniel A. Winkler, Alex Beltran, Niloufar P. Esfahani, Paul P. Maglio, Alberto E. Cerpa
FORCES: feedback and control for occupants to refine comfort and energy savings. UbiComp (2016)
Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
MAGIC: Model-Based Actuation for Ground Irrigation Control. IPSN (2016)
Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
Poster: MICO: Model-Based Irrigation Control Optimization. SenSys (2015)
Niloufar Piroozi Esfahani, Alberto E. Cerpa
Poster: Energy Optimization Framework in Wireless Sensor Network. SenSys (2015)
Alex Beltran, Alberto E. Cerpa
Poster: Model Predictive Control with Real-time Occupancy Detection. SenSys (2015)
Tao Liu, Alberto E. Cerpa
Temporal Adaptive Link Quality Prediction with Online Learning. ACM Trans. Sens. Networks 10 (3) (2014)
Stefan Achleitner, Ankur Kamthe, Tao Liu, Alberto E. Cerpa
SIPs: solar irradiance prediction system. IPSN (2014)
Daniel A. Winkler, Alberto E. Cerpa
Distributed independent actuation for irrigation control. BuildSys@SenSys (2014)
Alex Beltran, Alberto E. Cerpa
Optimal HVAC building control with occupancy prediction. BuildSys@SenSys (2014)
Alex Beltran, Varick L. Erickson, Alberto E. Cerpa
ThermoSense: Occupancy Thermal Based Sensing for HVAC Control. BuildSys@SenSys (2013)
Varick L. Erickson, Alex Beltran, Daniel A. Winkler, Niloufar P. Esfahani, John R. Lusby, Alberto E. Cerpa
TOSS: Thermal Occupancy Sensing System. BuildSys@SenSys (2013)
Varick L. Erickson, Alberto E. Cerpa
Thermovote: participatory sensing for efficient building HVAC conditioning. BuildSys@SenSys (2012)
Varick L. Erickson, Alberto E. Cerpa
Occupancy based demand response HVAC control strategy. BuildSys@SenSys (2010)