| Supervisory Multi-Objective Economic Model Predictive Control for Heat Pump Water Heaters for Cost and Carbon Optimization L dela Rosa, C Mande, MJ Ellis ASHRAE Transactions 2023 129 (https://doi.org/10.63044/w23del60), 517-525, 2023 | 5* | 2023 |
| Timing is everything: Optimizing load flexibility of heat pump water heaters for cost, comfort, and carbon emissions C Mande, A Aboud, L dela Rosa, R Collins, MJ Ellis 2022 ACEEE Summer Study on Energy Efficiency in Buildings, 319-333, 2022 | 5 | 2022 |
| Non-convex chance-constrained optimization for blending recipe design under uncertainties Y Yang, L dela Rosa, TYM Chow Computers & Chemical Engineering 139, 106868, 2020 | 5 | 2020 |
| Integrating Greenhouse Gas Emissions into Model Predictive Control of Heat Pump Water Heaters L dela Rosa, C Mande, H Richardson, MJ Ellis 2023 American Control Conference (ACC), 4044-4050, 2023 | 4 | 2023 |
| Continuous Generation of Gas‐Water Slugs with Improved Size Uniformity at a Tunable Scale M Mou, L dela Rosa, JH Mugumya, M Jiang Chemical Engineering & Technology, 2023 | 4 | 2023 |
| Design an Optimal Blending Recipe via Scenario-based Chance-constrained Optimization L dela Rosa, TYM Chow, Y Yang 2020 American Control Conference (ACC), 3535-3540, 2020 | 1 | 2020 |
| Designing a Robust Gasoline Blending Recipe Via Scenario-based Optimization Y Yang, L dela Rosa 2019 IEEE Green Energy and Smart Systems Conference (IGESSC), 1-5, 2019 | 1 | 2019 |
| Integrating Regulatory Rule-Based Control Logic in Supervisory Economic Model Predictive Control HK Neyestanaki, L dela Rosa, M Ellis 2024 AIChE Annual Meeting, 2024 | | 2024 |
| Handling Model Mismatch in Economic Model Predictive Control for Heat Pump Water Heaters L dela Rosa, C Mande, M Ellis 2024 AIChE Annual Meeting, 2024 | | 2024 |
| Demonstration of a Cloud-Based Supervisory Economic Model Predictive Control for Residential Heat Pump Water Heaters L dela Rosa, F Meyers, C Mande, M Ellis 2024 AIChE Annual Meeting, 2024 | | 2024 |
| Optimizing Cost and Carbon Footprint: Laboratory Testing of Model Predictive Control for Smart Management of Heat Pump Water Heaters C Mande, F Meyers, L dela Rosa, MJ Ellis ACEEE Summer Study on Energy Efficiency in Buildings, 1-16, 2024 | | 2024 |
| Impact of Model Mismatch on MPC Performance for Heat Pump Water Heaters LD Rosa, C Mande, MJ Ellis 2024 American Control Conference (ACC), 5364-5369, 2024 | | 2024 |
| Optimal Mode Selection of Multi-Functional Heat Pumps with Simultaneous Water Heating and Space Cooling Mode H Kalantar-Neyestanaki, S Chakraborty, LD Rosa, MJ Ellis 2024 American Control Conference (ACC), 5345-5350, 2024 | | 2024 |
| Model-Based Hot Water Draw Estimation in Heat Pump Water Heaters L dela Rosa, A Gajjar, C Mande, M Ellis ASHRAE Transactions 130 (https://doi.org/10.63044/w24del026), 212-220, 2024 | | 2024 |
| A Training Methodology for Hybrid Building Thermal Models with Time-Varying Heat Disturbances P Krishna, L dela Rosa, M Ellis 2023 AIChE Annual Meeting, 2023 | | 2023 |
| Tuning Strategy for a Multi-Objective Model Predictive Control for Cost and Emissions Optimization of Heat Pump Water Heaters L dela Rosa, C Mande, M Ellis 2023 AIChE Annual Meeting, 2023 | | 2023 |
| Estimating and Forecasting Hot Water Demand for Economic Model Predictive Control of Heat Pump Water Heaters L dela Rosa, C Mande, MJ Ellis 2023 AIChE Annual Meeting, 2023 | | 2023 |
| Foundations of Process/Product Analytics and Machine learning FOPAM 2023, University of California, Davis CA, July 30-Aug 3, 2023 A NOVEL TRAINING METHODOLOGY FOR HYBRID MODELS … P Krishna, L dela Rosa, MJ Ellis | | 2023 |
| Cloud-Based Economic Model Predictive Control for Residential Heat Pump Water Heaters L dela Rosa, C Mande, MJ Ellis 2022 AIChE Annual Meeting, 2022 | | 2022 |
| A Robust Gasoline Recipe Under Nonlinear Mixing Rule and Uncertainties L dela Rosa | | 2020 |
Matthew J. EllisAssistant Professor, Department of Chemical Engineering, UC Davis在 ucdavis.edu 的电子邮件经过验证
