Deep reinforcement learning for der cyber-attack mitigation C Roberts, ST Ngo, A Milesi, S Peisert, D Arnold, S Saha, A Scaglione, ... 2020 IEEE International Conference on Communications, Control, and Computing …, 2020 | 34 | 2020 |
Adaptive control of distributed energy resources for distribution grid voltage stability D Arnold, S Saha, ST Ngo, C Roberts, A Scaglione, NG Johnson, ... IEEE Transactions on Power Systems 38 (1), 129-141, 2022 | 21 | 2022 |
AmeriFlux BASE data pipeline to support network growth and data sharing H Chu, DS Christianson, YW Cheah, G Pastorello, F O’Brien, J Geden, ... Scientific Data 10 (1), 614, 2023 | 19 | 2023 |
Deep reinforcement learning for mitigating cyber-physical DER voltage unbalance attacks C Roberts, ST Ngo, A Milesi, A Scaglione, S Peisert, D Arnold 2021 American Control Conference (ACC), 2861-2867, 2021 | 15 | 2021 |
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies K Nowakowski, P Carvalho, JB Six, Y Maillet, AT Nguyen, I Seghiri, ... Medical & biological engineering & computing 59, 243-256, 2021 | 13 | 2021 |
Log (v) 3LPF: A linear power flow formulation for unbalanced three-Phase distribution systems IL Carreņo, A Scaglione, SS Saha, D Arnold, ST Ngo, C Roberts IEEE Transactions on Power Systems 38 (1), 100-113, 2022 | 11 | 2022 |
SoDa: An irradiance-based synthetic solar data generation tool IL Carreno, R Ramakrishna, A Scaglione, D Arnold, C Roberts, ST Ngo, ... 2020 IEEE International Conference on Communications, Control, and Computing …, 2020 | 10 | 2020 |
Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation D Arnold, ST Ngo, C Roberts, Y Chen, A Scaglione, S Peisert 2022 American Control Conference (ACC), 4559-4566, 2022 | 3 | 2022 |
System and Method for Control of Distributed Energy Resources for Distribution Grid Voltage Stability D Arnold, S Saha, C Roberts, ST Ngo, S Peisert, A Scaglione US Patent App. 17/956,310, 2024 | | 2024 |
Enhancing ONEFlux Processing Efficiency through Joint Data-Tech Site Data/Metadata Collection ST Ngo, G Pastorello, YW Cheah, S Dengel, H Chu, DS Christianson, ... AGU Fall Meeting Abstracts 2023 (1897), B51I-1897, 2023 | | 2023 |
Data attribution: Use cases and challenges from the AmeriFlux perspective YW Cheah, DS Christianson, G Pastorello, H Chu, F O'Brien, ST Ngo, ... AGU Fall Meeting Abstracts 2023 (599), IN41C-0599, 2023 | | 2023 |
Initializing ELM-FATES, a process-based vegetation model, with forest structure and composition estimated from airborne remote sensing A Spiers, ST Ngo, G Pastorello, P Boutte, FD Schneider, VS Konduri, ... AGU Fall Meeting Abstracts 2023 (2719), B43L-2719, 2023 | | 2023 |
AmeriFlux BASE Flux/Met Data QA/QC and Processing (AMF-BASE-QAQC) v1. 0.0 D Christianson, YW Cheah, H Chu, G Pastorello, J Geden, F O'Brien, ... Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States …, 2023 | | 2023 |
Fostering collaboration through improved software development practices for the ONEFlux eddy covariance data processing pipeline G Pastorello, C Trotta, A Ribeca, K Beattie, ST Ngo, H Chu, YW Cheah, ... EGU General Assembly Conference Abstracts, EGU-11187, 2023 | | 2023 |
A revised software development life cycle for the ONEFlux eddy covariance data processing pipeline G Pastorello, C Trotta, K Beattie, A Ribeca, YW Cheah, DS Christianson, ... AGU Fall Meeting Abstracts 2022, B52H-0911, 2022 | | 2022 |
Reinforcement Learning for Distribution Grid Optimization (PyCIGAR) v0. 1 D Arnold, C Roberts, M Sankur, ST Ngo, S Saha, A Milesi Arizona State Univ., Tempe, AZ (United States); Lawrence Berkeley National …, 2021 | | 2021 |
Adaptive Control Algorithm to Adjust Settings in Photovoltaic Inverters for Electric Grid Cybersecurity (DERAC) v0. 1 D Arnold, C Roberts, A Scaglione, ST Ngo, S Saha Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States …, 2021 | | 2021 |
Cybersecurity via Inverter Grid Automatic Reconfiguration (CIGAR) Year 3 Report S Peisert, D Arnold, C Roberts, ST Ngo, M Sankur, A Scaglione, ... | | 2021 |