Concepedia

Jessica Granderson

JG

Statistics

Publications

48

Citations

2.3K

H-Index

26

Active since

2006

Affiliations

Lawrence Berkeley National Laboratory(Current)

University of California, Berkeley

National Laboratory of the Rockies

Pacific Northwest National Laboratory

Jessica Granderson is an author at Lawrence Berkeley National Laboratory specializing in building science, architecture, and building automation.

Publications per year

2006–2023

48

Publications

48

Gradient boosting machine for modeling the energy consumption of commercial buildings

Samir Touzani, Jessica Granderson, Samuel Fernandes · Energy and Buildings · 2017 · 487 citations · Full text

Architecture, Architectural Engineering, Building Science +16

Robust on-line fault detection diagnosis for HVAC components based on nonlinear state estimation techniques

Marco Bonvini, Michael D. Sohn, Jessica Granderson et al. · Applied Energy · 2014 · 134 citations

Engineering, Systems Engineering, Air Conditioning +15

Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency

Samir Touzani, Anand Krishnan Prakash, Zhe Wang et al. · Applied Energy · 2021 · 106 citations · Full text

Engineering, Building Science, Energy Management +16

Accuracy of automated measurement and verification (M&V) techniques for energy savings in commercial buildings

Jessica Granderson, Samir Touzani, Claudine Custodio et al. · Applied Energy · 2016 · 99 citations · Full text

Architecture, Architectural Engineering, Building Science +16

Building fault detection data to aid diagnostic algorithm creation and performance testing

Jessica Granderson, Guanjing Lin, Ari Harding et al. · Scientific Data · 2020 · 90 citations · Full text

Architecture, Building Science, Civil Engineering +17

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