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Energy and Environment Directorate

Hongfei Hou

(509) 372-4516

PNNL Patents

PNNL Publications




  • Hou H., P.D. Royer, H. Ren, and X. Yu. 2022. User guide for the Geospatial Risk Analysis Tool. PNNL-33345. Richland, WA: Pacific Northwest National Laboratory. User guide for the Geospatial Risk Analysis Tool
  • Ren H., X. Yu, X. Lin, H. Hou, J. Son, H. Zhou, and P.D. Royer. 2022. Enhancing Risk Analysis of Accidental Release Using CFD Modeling and Machine Learning. PNNL-33835. Richland, WA: Pacific Northwest National Laboratory. Enhancing Risk Analysis of Accidental Release Using CFD Modeling and Machine Learning
  • Zhou H., H. Ren, P.D. Royer, H. Hou, and X. Yu. 2022. "Big Data Analytics for Long-Term Meteorological Observations at Hanford Site." Atmosphere 13, no. 1:136. PNNL-SA-168627. doi:10.3390/atmos13010136


  • 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
  • Salalila A.L., J.J. Martinez, R.J. Elsinghorst, H. Hou, Y. Yuan, and Z. Deng. 2021. "Real-time and Autonomous Water Quality Monitoring System Based on Remotely Operated Vehicle." In Global Oceans 2020: Singapore - U.S. Gulf Coast, October 5-30, 2020, Biloxi, MS, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-155557. doi:10.1109/IEEECONF38699.2020.9389374


  • Yang Y., J.J. Martinez, J. Lu, H. Hou, and Z. Deng. 2019. "Design and implementation of a real-time underwater acoustic telemetry system for fish behavior study and environmental sensing." In OCEANS 2019 MTS/IEEE, October 27-31, 2019, Seattle, WA. Piscataway, New Jersey:IEEE. PNNL-SA-147445. doi:10.23919/OCEANS40490.2019.8962593


  • 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


  • 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


  • Deng Z., J. Lu, M.J. Myjak, J.J. Martinez, C. Tian, S.J. Morris, and T.J. Carlson, et al. 2014. "Design and Implementation of a new Autonomous Sensor Fish to Support Advanced Hydropower Development." Review of Scientific Instruments 85, no. 11:115001. PNNL-SA-104430. doi:10.1063/1.4900543

Energy and Environment

Core Research Areas