Aaron William Langham

alangham -at- mit -dot- edu


Bio

I am a fifth-year EECS Ph.D. student in the Electromechanical Systems Group at MIT. I'm interested in the full stack of sensing, signal processing, and data mining for energy systems, especially microgrids. My work has focused on modelling and diagnostics for microgrid power systems with an emphasis on minimal sensor count.

In my free time, I enjoy running, reading, and tinkering with Linux-based operating systems.

I received the Master of Science and Electrical Engineer degrees in Electrical Engineering and Computer Science from MIT in 2022 and 2024, respectively. I graduated from Auburn University in 2018 with a Bachelor's degree in Electrical Engineering and a minor in German.


Publications

Energy Storage Design for Energy Harvesting Sensors [PDF]

Daniel Monagle, Thomas C. Krause, Aaron W. Langham, Steven B. Leeb

IEEE Sensors Journal (Jun. 2025)

Derived Power Streams for Fault Detection and Condition-Based Maintenance [PDF]

Aaron W. Langham, Thomas C. Krause, Steven B. Leeb

IEEE Access (Apr. 2025)

Cathodic Protection Measurement and Modeling [PDF]

Erik K. Saathoff, Michael J. Bishop, Isabelle C. Levitsky, Jacob D. Skimmons, Aaron W. Langham, Steven B. Leeb

IEEE Transactions on Instrumentation and Measurement (Nov. 2024)

Multistream Power Monitoring for Energy Systems [PDF]

Aaron W. Langham, Thomas C. Krause, Daisy H. Green, Steven B. Leeb

IEEE Transactions on Smart Grid (Mar. 2024)

Opportunities for Automated Shipboard Fault Detection and Diagnostics

Daisy H. Green, Andrew Moeller, Aaron W. Langham, Devin Quinn, Thomas C. Krause, Joseph O'Connell, Brian Mills, Steven B. Leeb

Naval Engineers Journal (Dec. 2023)

Shipboard Microgrids and Automation

Isabelle C. Patnode, Michael J. Bishop, Aaron W. Langham, Daisy H. Green, Steven B. Leeb

Naval Engineers Journal (Sep. 2023)

Breaking the Ice on the Next Generation of Automatic Watchstanding

Aaron W. Langham, Andrew Moeller, Devin W. Quinn, Daisy H. Green, Thomas C. Krause, Jacob D. Skimmons, Steven B. Leeb, John Donnal

2023 ASNE Fleet Maintenance and Modernization Symposium (Sep. 2023)

NILM-Net: Anonymous Coordination of Real-Time Power Monitors for Smart Grid Applications [PDF]

Best Student Paper (1st Place)

Aaron W. Langham, John Donnal, Steven B. Leeb

2023 IEEE Green Technologies Conference (Apr. 2023)

Securable Networks for Nonintrusive Sensor Fusion [PDF]

Aaron W. Langham, Andrew Moeller, Devin Quinn, Thomas C. Krause, Daisy H. Green, Steven B. Leeb

IEEE Transactions on Instrumentation and Measurement (Dec. 2022)

Characterizing Low-Data-Rate Power Line Communication Channels [PDF]

Adedayo O. Aderibole, Erik K. Saathoff, Kevin J. Kircher, Aaron W. Langham, Leslie K. Norford, Steven B. Leeb

IEEE Transactions on Instrumentation and Measurement (Dec. 2022)

Energy Disaggregation of Stochastic Power Behavior [PDF]

Daisy H. Green, Aaron W. Langham, Devin W. Quinn, Thomas C. Krause, Steven R. Shaw, Steven B. Leeb

IEEE Access (Nov. 2022)

Physics-Informed Feature Space Evaluation for Diagnostic Power Monitoring [PDF]

Daisy H. Green, Aaron W. Langham, Rebecca A. Agustin, Devin W. Quinn, Steven B. Leeb

IEEE Transactions on Industrial Informatics (Aug. 2022)

Adaptation for Automated Drift Detection in Electromechanical Machine Monitoring [PDF]

Daisy H. Green, Aaron W. Langham, Rebecca A. Agustin, Devin W. Quinn, Steven B. Leeb

IEEE Transactions on Neural Networks and Learning Systems (Jun. 2022)

Resolution Analysis for Power System Measurement and Transient Identification [PDF]

Aaron W. Langham, Daisy H. Green, Steven B. Leeb

IEEE Transactions on Instrumentation and Measurement (Feb. 2022)