Matthew J. Ellis

2.8k citations

70 papers · 1.5k indexed · 1 hit paper · h-index 20

Control and Systems Engineering top 0.5%
- Advanced Control Systems Optimization 44
- Fault Detection and Control Systems 31
- Process Optimization and Integration 26
- Control Systems and Identification 9
- Smart Grid Security and Resilience 7
Building and Construction top 10%
- Building Energy and Comfort Optimization 12
Automotive Engineering top 10%
Statistics, Probability and Uncertainty top 5%
Energy Engineering and Power Technology
Molecular Biology
- Microbial Metabolic Engineering and Bioproduction 7
Electrical and Electronic Engineering
- Smart Grid Energy Management 6

Co-authors: Panagiotis D. Christofides Helen Durand Jinfeng Liu Nael H. El‐Farra Mohsen Heidarinejad Michael J. Wenzel Kirk H. Drees Víctor M. Zavala
Cited by: Control and Systems Engineering Building and Construction Automotive Engineering
Partner nations: United States Canada Italy

In The Last Decade

Matthew J. Ellis

65 papers receiving 1.5k citations

Hit Papers

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Peers

Countries citing papers authored by Matthew J. Ellis

Since Specialization

Citations

This map shows the geographic impact of Matthew J. Ellis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthew J. Ellis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew J. Ellis more than expected).

Fields of papers citing papers by Matthew J. Ellis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew J. Ellis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthew J. Ellis. The network helps show where Matthew J. Ellis may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Matthew J. Ellis, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Matthew J. Ellis Line = papers co-authored together Matthew J. Ellis links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Air-to-air multi-function heat pumps for combined space conditioning and domestic water heating Subhrajit Chakraborty,Matthew J. Ellis,Vinod Narayanan	2025	0
2	Practical strategies for managing resistance heating in heat pump water heater predictive control Loren dela Rosa,Caton Mande,Matthew J. Ellis	2025	4
3	Toward Clean and Green Buildings Linsey C. Marr,Christopher D. Cappa,William P. Bahnfleth,Timothy H. Bertram,Richard L. Corsi,Matthew J. Ellis,Gregor P. Henze,Gabriel Isaacman‐VanWertz,Shelly L. Miller,Theresa Pistochini,William D. Ristenpart,Marina E. Vance,Peter J. Vikesland	2024	2
4	Detection of Multiplicative False Data Injection Cyberattacks on Process Control Systems via Randomized Control Mode Switching Shilpa Narasimhan,Matthew J. Ellis,Nael H. El‐Farra	2024	4
5	Impact of Model Mismatch on MPC Performance for Heat Pump Water Heaters Loren dela Rosa,Caton Mande,Matthew J. Ellis	2024	2
6	Method of test for CO2-based demand control ventilation systems: Benchmarking the state-of-the-art and the undervalued potential of proportional-integral control Theresa Pistochini,Matthew J. Ellis,Fredrick Meyers,Antonea Frasier,Christopher D. Cappa,Deborah H. Bennett	2023	9
7	A control‐switching approach for cyberattack detection in process systems with minimal false alarms Shilpa Narasimhan,Nael H. El‐Farra,Matthew J. Ellis	2022	14
8	Detectability‐based controller design screening for processes under multiplicative cyberattacks Shilpa Narasimhan,Nael H. El‐Farra,Matthew J. Ellis	2021	12
9	An encoder–decoder LSTM-based EMPC framework applied to a building HVAC system Matthew J. Ellis,Venkatesh Chinde	2020	43
10	Economic optimization of distributed embedded battery units for large‐scale heating, ventilation, and air conditioning applications Nishith R. Patel,James B. Rawlings,Matthew J. Ellis,Michael J. Wenzel,Robert D. Turney	2019	4
11	Benchmarking stochastic and deterministic MPC: A case study in stationary battery systems Ranjeet Kumar,Jordan Jalving,Michael J. Wenzel,Matthew J. Ellis,Mohammad N. ElBsat,Kirk H. Drees,Víctor M. Zavala	2019	17
12	A Stochastic Model Predictive Control Framework for Stationary Battery Systems Ranjeet Kumar,Michael J. Wenzel,Matthew J. Ellis,Mohammad N. ElBsat,Kirk H. Drees,Víctor M. Zavala	2018	41
13	Economic Model Predictive Control Matthew J. Ellis,Jinfeng Liu,Panagiotis D. Christofides	2016	67
14	Economic model predictive control of nonlinear process systems using multiple empirical models Anas Alanqar,Matthew J. Ellis,Panagiotis D. Christofides	2015	5
15	Handling state constraints and economics in feedback control of transport-reaction processes Liangfeng Lao,Matthew J. Ellis,Panagiotis D. Christofides	2015	9
16	Real‐time preventive sensor maintenance using robust moving horizon estimation and economic model predictive control Liangfeng Lao,Matthew J. Ellis,Helen Durand,Panagiotis D. Christofides	2015	21
17	Economic model predictive control with time‐varying objective function for nonlinear process systems Matthew J. Ellis,Panagiotis D. Christofides	2013	47
18	Integrating dynamic economic optimization and model predictive control for optimal operation of nonlinear process systems Matthew J. Ellis,Panagiotis D. Christofides	2013	86
19	Performance Monitoring of Economic Model Predictive Control Systems Matthew J. Ellis,Panagiotis D. Christofides	2013	3
20	Economic model predictive control of nonlinear singularly perturbed systems Matthew J. Ellis,Mohsen Heidarinejad,Panagiotis D. Christofides	2013	36

About Matthew J. Ellis

Matthew J. Ellis is a scholar working on Control and Systems Engineering, Building and Construction and Hardware and Architecture, having authored 70 papers that have together received 1.5k indexed citations. Recurring topics across this work include Advanced Control Systems Optimization (44 papers), Fault Detection and Control Systems (31 papers), Process Optimization and Integration (26 papers), Building Energy and Comfort Optimization (12 papers), Control Systems and Identification (9 papers), Smart Grid Security and Resilience (7 papers), Microbial Metabolic Engineering and Bioproduction (7 papers) and Smart Grid Energy Management (6 papers). The work is most often cited by research in Control and Systems Engineering (1.2k citations), Building and Construction (87 citations) and Automotive Engineering (62 citations). Matthew J. Ellis has collaborated with scholars based in United States, Canada and Italy. Frequent co-authors include Panagiotis D. Christofides, Helen Durand, Jinfeng Liu, Nael H. El‐Farra, Mohsen Heidarinejad, Michael J. Wenzel, Kirk H. Drees, Víctor M. Zavala, Ranjeet Kumar and Jing Zhang.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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