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Energy and Environment Directorate

Tao Fu

Tao Fu

Pacific Northwest National Laboratory
PO Box 999
Richland, WA 99352
(509) 372-6126

PNNL Publications

2022

  • Doyle K., N. Ning, L.G. Silva, E. Brambilla, Z. Deng, T. Fu, and C.A. Boys, et al. 2022. "Survival estimates across five life stages of redfin (Perca fluviatilis) exposed to simulated pumped-storage hydropower stressors." Conservation Physiology 10, no. 1:Art. No. coac017. PNNL-ACT-SA-10510. doi:10.1093/conphys/coac017
  • Fan X., J.P. Ogle, J.V. Cree, D. Wang, Y. Chen, E.S. Peterson, and T. Fu, et al. 2022. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications. PNNL-33221. Richland, WA: Pacific Northwest National Laboratory. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications
  • Fu T., D. Wang, X. Fan, and Q. Huang. 2022. "Component Importance and Interdependence Analysis for Transmission, Distribution and Communication System Restoration." CSEE Journal of Power and Energy Systems 8, no. 2:488-498. PNNL-SA-157090. doi:10.17775/CSEEJPES.2020.05520
  • Fu T., D. Wang, X. Fan, H. Ren, J.P. Ogle, and Y. Chen. 2022. "Efficient Topology Assessment for Integrated Transmission and Distribution Network with 10,000+ Inverter-based Resources." In IEEE Power & Energy Society General Meeting (PESGM 2022), July 17-21, 2022, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-168308. doi:10.1109/PESGM48719.2022.9916770
  • Fu T., H. Zhou, X. Ma, Z. Hou, and D. Wu. 2022. "Predicting Peak Day and Peak Hour of Electricity Demand with Ensemble Machine Learning." Frontiers in Energy Research 10. PNNL-SA-170421. doi:10.3389/fenrg.2022.944804
  • Wu D., X. Ma, T. Fu, Z. Hou, P. Rehm, and N. Lu. 2022. "Design of a Battery Energy Management System for Capacity Charge Reduction." IEEE Open Access Journal of Power and Energy 9. PNNL-SA-172534. doi:10.1109/OAJPE.2022.3196690

2021

  • Martinez J.J., T. Fu, X. Li, H. Hou, J. Wang, M.B. Eppard, and Z. Deng. 2021. "A large dataset of detection and submeter-accurate 3-D trajectories of juvenile Chinook salmon." Scientific Data 8, no. 1:211. PNNL-SA-158634. doi:10.1038/s41597-021-00992-x

2020

  • Doyle K., N. Ning, L.G. Silva, E. Brambilla, C.A. Boys, Z. Deng, and T. Fu, et al. 2020. "Gambusia holbrooki survive shear stress, pressurization and avoid blade strike in a simulated pumped hydroelectric scheme." Frontiers in Environmental Science 8. PNNL-ACT-SA-10487. doi:10.3389/fenvs.2020.563654
  • Voisin N., A. Dyreson, T. Fu, M. O'Connell, S. Turner, T. Zhou, and J. Macknick. 2020. "Impact of climate change on water availability and its propagation through the Western U.S. power grid." Applied Energy 276. PNNL-SA-150871. doi:10.1016/j.apenergy.2020.115467
  • Wu D., X. Ma, S. Huang, T. Fu, and P.J. Balducci. 2020. "Stochastic Optimal Sizing of Distributed Energy Resources for a Cost-effective and Resilient Microgrid." Energy 198. PNNL-SA-150028. doi:10.1016/j.energy.2020.117284

2019

  • Fu T., X. Lin, Z. Hou, and Z. Deng. 2019. "Integrating Hybrid-Clustering and Localized Regression for Time Synchronization of a Hierarchical Underwater Acoustic Sensor Array." In OCEANS 2019 MTS/IEEE, October 27-31, 2019, Seattle, WA. Piscataway, New Jersey:IEEE. PNNL-SA-147446. doi:10.23919/OCEANS40490.2019.8962752
  • Ham K.D., R.A. Harnish, A. Colotelo, K.A. Deters, J.J. Martinez, P. Titzler, and J.R. Skalski, et al. 2019. Survival and Passage of Yearling and Subyearling Chinook Salmon and Juvenile Steelhead at Lower Granite Dam, 2018. PNNL-29052. Richland, WA: Pacific Northwest National Laboratory. Survival and Passage of Yearling and Subyearling Chinook Salmon and Juvenile Steelhead at Lower Granite Dam, 2018
  • O'Connell M., N. Voisin, J. Macknick, and T. Fu. 2019. "Sensitivity of Western U.S. power system dynamics to droughts compounded with fuel price variability." Applied Energy 247. PNNL-SA-136629. doi:10.1016/j.apenergy.2019.01.156
  • Skalski J.R., R.L. Townsend, R.L. Townsend, K.D. Ham, R.A. Harnish, T. Fu, and X. Li, et al. 2019. Passage and Survival of Yearling and Subyearling Chinook Salmon and Steelhead Smolts at Lower Granite Dam, 2018. PNNL-28579. Richland, WA: Pacific Northwest National Laboratory. Passage and Survival of Yearling and Subyearling Chinook Salmon and Steelhead Smolts at Lower Granite Dam, 2018

2018

  • Duncan J.P., Z. Deng, J.L. Arnold, T. Fu, B.A. Trumbo, T.J. Carlson, and D. Zhou. 2018. "Physical and Ecological Evaluation of a Fish-Friendly Surface Spillway." Ecological Engineering 110. PNNL-SA-126408. doi:10.1016/j.ecoleng.2017.10.012
  • Follum J.D., Y. Sun, T. Fu, and S. Huang. 2018. "Online Verification of Transactive Control for Commercial Buildings." In IEEE Power & Energy Society General Meeting (PESGM 2018), August 5-10, 2018, Portland, OR, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-130289. doi:10.1109/PESGM.2018.8585861
  • Hou H., Z. Deng, J.J. Martinez, T. Fu, J. Lu, L. Tan, and J. Miller, et al. 2018. "A Cloud-Based Decision Support System Framework for Hydropower Biological Evaluation." In Proceedings of the Future Technologies Conference (FTC 2018), November 15-16, 2018, Vancouver, BC. Advances in Intelligent Systems and Computing, edited by R Bhatia, K Arai and S Kapoor, 880, 517-529. Cham:Springer Verlag. PNNL-SA-134982. doi:10.1007/978-3-030-02686-8_39
  • Hou H., Z. Deng, J.J. Martinez, T. Fu, J.P. Duncan, G.E. Johnson, and J. Lu, et al. 2018. "A Hydropower Biological Evaluation Toolset (HBET) for Characterizing Hydraulic Conditions and Impacts of Hydro-Structures on Fish." Energies 11, no. 4:990. PNNL-SA-124812. doi:10.3390/en11040990
  • Li X., Z. Deng, T. Fu, R.S. Brown, J.J. Martinez, G.A. Mcmichael, and B.A. Trumbo, et al. 2018. "Three-dimensional migration behavior of juvenile salmonids in reservoirs and near dams." Scientific Reports 8. PNWD-SA-10471. doi:10.1038/s41598-018-19208-1
  • Voisin N., M. Kintner-Meyer, D. Wu, R. Skaggs, T. Fu, T. Zhou, and T.B. Nguyen, et al. 2018. "Opportunities for joint water-energy management: sensitivity of the 2010 Western U.S. electricity grid operations to climate oscillations." Bulletin of the American Meteorological Society 99, no. 2:299-312. PNNL-SA-121241. doi:10.1175/BAMS-D-16-0253.1
  • Wu D., H. Hao, T. Fu, and K. Kalsi. 2018. "Regional Assessment of Virtual Battery Potential from Building Loads." In IEEE/PES Transmission and Distribution Conference and Exposition (T&D 2018), April 16-19, 2018, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-128303. doi:10.1109/TDC.2018.8440225

2017

  • Deng Z., J.J. Martinez, H. Li, R.A. Harnish, C.M. Woodley, J.S. Hughes, and X. Li, et al. 2017. "Comparing the survival rate of juvenile Chinook salmon migrating through hydropower systems using injectable and surgical acoustic transmitters." Scientific Reports 7. PNNL-SA-113136. doi:10.1038/srep42999
  • Deng Z., J.P. Duncan, J.L. Arnold, T. Fu, J.J. Martinez, J. Lu, and P.S. Titzler, et al. 2017. "Evaluation of Boundary Dam Spillway Using an Autonomous Sensor Fish Device." Journal of Hydro-Environment Research 14. PNNL-SA-113125. doi:10.1016/j.jher.2016.10.004

2016

  • Fu T., Z. Deng, J.P. Duncan, D. Zhou, T.J. Carlson, G.E. Johnson, and H. Hou. 2016. "Assessing Hydraulic Conditions through Francis turbines using an autonomous sensor device." Renewable Energy 99. PNNL-SA-113347. doi:10.1016/j.renene.2016.08.029

2015

  • Li X., Z. Deng, J.J. Martinez, T. Fu, P.S. Titzler, J.S. Hughes, and M.A. Weiland, et al. 2015. "Three-Dimensional Tracking of Juvenile Salmon at Mid-Reach Location between Dams." Fisheries Research 167. PNWD-SA-10404. doi:10.1016/j.fishres.2015.01.018
  • Li X., Z. Deng, R.S. Brown, T. Fu, J.J. Martinez, G.A. Mcmichael, and J.R. Skalski, et al. 2015. "Migration Depth and Residence Time of Juvenile Salmonids in the Forebays of Hydropower Dams Prior to Passage through Turbines or Juvenile Bypass Systems: Implications for Turbine Passage Survival." Conservation Physiology 3, no. 1:Article No. cou064. PNWD-SA-10388. doi:10.1093/conphys/cou064

2014

  • Ingraham J.M., Z. Deng, X. Li, T. Fu, G.A. McMichael, and B.A. Trumbo. 2014. "A fast and accurate decoder for underwater acoustic telemetry." Review of Scientific Instruments 85, no. 7:074903. PNWD-SA-10345. doi:10.1063/1.4891041
  • Li X., Z. Deng, Y. Sun, J.J. Martinez, T. Fu, G.A. McMichael, and T.J. Carlson. 2014. "A 3D approximate maximum likelihood solver for localization of fish implanted with acoustic transmitters." Scientific Reports 4. PNWD-SA-10355. doi:10.1038/srep07215

2013

  • Brown R.S., Z. Deng, K.V. Cook, B.D. Pflugrath, X. Li, T. Fu, and J.J. Martinez, et al. 2013. "A field evaluation of an external and neutrally buoyant acoustic transmitter for juvenile salmon: implications for estimating hydroturbine passage survival." PLoS One 8, no. 10:e77744. PNWD-SA-10136. doi:10.1371/journal.pone.0077744
  • Deng Z., T.J. Carlson, T. Fu, H. Ren, J.J. Martinez, J.R. Myers, and S. Matzner, et al. 2013. "Design and implementation of a marine animal alert system to support Marine Renewable Energy." Marine Technology Society Journal 47, no. 4:113-121. PNNL-SA-94627. doi:10.4031/MTSJ.47.4.2

2012

  • Ren H., Z. Deng, T.J. Carlson, Y. Sun, T. Fu, J.J. Martinez, and S. Matzner, et al. 2012. "Localization of Southern Resident Killer Whales Using Two Star Arrays to Support Marine Renewable Energy." In OCEANS 2012 MTS/IEEE, October 14-19, 2012, Hampton Roads, Virginia. Piscataway, New Jersey:The Institute of Electrical and Electronics Engineers. PNNL-SA-90424. doi:10.1109/OCEANS.2012.6405010

2011

  • Deng Z., M.A. Weiland, T. Fu, T.A. Seim, B.L. Lamarche, E.Y. Choi, and T.J. Carlson, et al. 2011. "A Cabled Acoustic Telemetry System for Detecting and Tracking Juvenile Salmon: Part 2. Three-Dimensional Tracking and Passage Outcomes." Sensors 11, no. 6:5661-5676. PNNL-SA-78690. doi:10.3390/s110605661
  • Matzner S., T. Fu, H. Ren, Z. Deng, Y. Sun, and T.J. Carlson. 2011. "Operational Performance Analysis of Passive Acoustic Monitoring for Killer Whales." In OCEANS 2011, September 19-22, 2011, Kona, Hawaii. Piscataway, New Jersey:IEEE. PNNL-SA-81899.
  • Weiland M.A., Z. Deng, T.A. Seim, B.L. Lamarche, E.Y. Choi, T. Fu, and T.J. Carlson, et al. 2011. "A cabled acoustic telemetry system for detecting and tracking juvenile salmon: Part 1. Engineering design and instrumentation." Sensors 11, no. 6:5645-5660. PNNL-SA-78490. doi:10.3390/s110605645

Energy and Environment

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