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M

Matthew J. Ellis

university of california davis

24H-index
237Paper Count
2.8KCitation Count
Published Papers 41
Publication Date
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Field testing a rule-based ventilation controller designed to reduce energy use and improve indoor air quality in buildings
errScience and Technology for the Built Environment
IF1.6
err2026-01-01
err0
errOAAI
errPistochini, Theresa; Jaeger, Graham; Cappa, Christopher; Ellis, Matthew J.; Bennett, Deborah
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Control mode switching for guaranteed detection of false data injection attacks on process control systems
errDigital Chemical Engineering
IF4.1
err2025-12-03
err0
errOAAI
errShilpa Narasimhan; Nael H. El-Farra; Matthew J. Ellis
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errSave
Air-to-air multi-function heat pumps for combined space conditioning and domestic water heating
errEnergy Reports
IF5.1
err2025-11-01
err0
errOAAI
errSubhrajit Chakraborty; Matthew J. Ellis; Vinod Narayanan
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errSave
Elucidating the barriers in estimating false data injection attacks in process control systems
errchemical engineering research design
IF0
err2025-06-05
err0
errOAAI
errAatam Gajjar; Nael H. El-Farra; Matthew J. Ellis
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errSave
Terminal set-based cyberattack detection in model predictive control systems with zero false alarms
errJOURNAL OF PROCESS CONTROL
IF3.9
err2025-05-01
err0
errOAAI
errPanicker, Rahul; Gajjar, Aatam; El-Farra, Nael H.; Ellis, Matthew J.
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errSave
Beyond the one-shift wonder: A case study on predictive control for heat pump water heaters
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2025-03-01
err0
errOAAI
errdela Rosa, Loren; Mande, Caton; Ellis, Matthew J.
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errSave
Practical strategies for managing resistance heating in heat pump water heater predictive control
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2025-03-01
err0
errOAAI
errdela Rosa, Loren; Mande, Caton; Ellis, Matthew J.
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errSave
Method of test for CO2-based demand control ventilation systems: Benchmarking the state-of-the-art and the undervalued potential of proportional-integral control
errENERGY AND BUILDINGS
IF7.1
err2023-12-01
err4
errOAAI
errPistochini, Theresa; Ellis, Matthew; Meyers, Fredrick; Frasier, Antonea; Cappa, Christopher; Bennett, Deborah
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errSave
A control-switching approach for cyberattack detection in process systems with minimal false alarms
errAICHE JOURNAL
IF4
err2022-09-21
err15
PREAI
errNarasimhan, Shilpa; El-Farra, Nael H.; Ellis, Matthew J.
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Active multiplicative cyberattack detection utilizing controller switching for process systems
errJOURNAL OF PROCESS CONTROL
IF3.9
err2022-08-01
err16
errOAAI
errNarasimhan, Shilpa; El-Farra, Nael H.; Ellis, Matthew J.
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Detectability-based controller design screening for processes under multiplicative cyberattacks
errAICHE JOURNAL
IF4
err2021-09-17
err13
PREAI
errNarasimhan, Shilpa; El-Farra, Nael H.; Ellis, Matthew J.
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errSave
Comment on CO2 Utilization Feasibility Study: Dimethyl Carbonate Direct Synthesis Process with Dehydration Reactive Distillation
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2020-08-12
err1
errOAAI
errRedeker, Daniel C.; Jiang, Daniel Y.; Kullar, Jesse S.; Leung, Vincent; Palazoglu, Ahmet; Ellis, Matthew J.
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errSave
An encoder-decoder LSTM-based EMPC framework applied to a building HVAC system
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2020-08-01
err43
errOAAI
errEllis, Matthew J.; Chinde, Venkatesh
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errSave
Hierarchical MPC schemes for periodic systems using stochastic programming
errAUTOMATICA
IF5.9
err2019-09-01
err6
errOAAI
errKumar, Ranjeet; Wenzel, Michael J.; Ellis, Matthew J.; ElBsat, Mohammad N.; Drees, Kirk H.; Zavala, Victor M.
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errSave
Functional significance of ESR1 fusions with diverse gene partners in endocrine therapy resistant breast cancer
errCANCER RESEARCH
IF16.6
err2019-07-01
err0
PREAI
errLei, Jonathan T.; Gou, Xuxu; Seker, Sinem; Devorakonda, Vaishnaivi; Holloway, Kimberly R.; Lee, Adrian V.; Robinson, Dan R.; Ellis, Matthew J.
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errSave
Economic optimization of distributed embedded battery units for large-scale heating, ventilation, and air conditioning applications
errAICHE JOURNAL
IF4
err2019-03-07
err3
PREAI
errPatel, Nishith R.; Rawlings, James B.; Ellis, Matthew J.; Wenzel, Michael J.; Turney, Robert D.
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errSave
Benchmarking stochastic and deterministic MPC: A case study in stationary battery systems
errAICHE JOURNAL
IF4
err2019-02-17
err12
errOAAI
errKumar, Ranjeet; Jalving, Jordan; Wenzel, Michael J.; Ellis, Matthew J.; ElBsat, Mohammad N.; Drees, Kirk H.; Zavala, Victor M.
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errSave
A Stochastic Model Predictive Control Framework for Stationary Battery Systems
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2018-07-01
err39
PREAI
errKumar, Ranjeet; Wenzel, Michael J.; Ellis, Matthew J.; ElBsat, Mohammad N.; Drees, Kirk H.; Zavala, Victor M.
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errSave
A Stochastic Dual Dynamic Programming Framework for Multiscale MPC
errIFAC PAPERSONLINE
IF0
err2018-01-01
err13
errOAAI
errKumar, Ranjeet; Wenzel, Michael J.; Ellis, Matthew J.; ElBsat, Mohammad N.; Drees, Kirk H.; Zavala, Victor M.
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errSave
Economic model predictive control designs for input rate-of-change constraint handling and guaranteed economic performance
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2016-09-01
err31
errOAAI
errDurand, Helen; Ellis, Matthew; Christofides, Panagiotis D.
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Research Directions

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Co-authors
Cooperation Journals
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Gordon B. Mills
H-index: 231 · Papers: 3.5K
E
Elaine R. Mardis
H-index: 197 · Papers: 1.7K
C
Charles M. Perou
H-index: 193 · Papers: 2.0K
R
Richard K. Wilson
H-index: 189 · Papers: 682
R
Robert S. Fulton
H-index: 154 · Papers: 584
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