default author photo

Ryan King

National Renewable Energy Laboratory

1617 Cole Blvd.

Golden, CO 80401-3393

United States

  • National Renewable Energy Laboratory

SCHOLARLY PAPERS

3

DOWNLOADS

183

TOTAL CITATIONS

0

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

AI-Based Analytics and Energy Modeling Framework for Characterizing Urban Energy Systems

Number of pages: 33 Posted: 22 May 2025
Rawad El Kontar, Maryam Almaian, Deepthi Vaidhynathan, Sanjana Vijayshankar, Jiazhen Ling, Ryan King and Tarek Rakha
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and Georgia Institute of Technology
Downloads 121 (596,393)

Abstract:

Loading...

Urban Energy Modeling, Model Characterization, Machine Learning, Artificial Intelligence, Energy Efficiency

2.

A bi-level advanced control framework for large-scale control of buildings with system-level impact

Number of pages: 72 Posted: 13 Sep 2025
Dylan Wald, Olga Doronina, Kathryn Johnson, Ryan King, Michael Sinner, Kevin Griffin, Rohit Chintala, Deepthi Vaidhynathan, Jibonananda Sanyal and Marc Day
National Renewable Energy Laboratory, National Renewable Energy Laboratory, Colorado School of Mines, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and National Renewable Energy Laboratory
Downloads 33 (1,290,922)

Abstract:

Loading...

Model predictive control, Building modeling, Building HVAC control, Distributed control, Gridreliability, Bayesian neural networks, Online learning

3.

Learning Utility Demand from Balancing Authority Trends and Weather Patterns

Number of pages: 29 Posted: 15 Jan 2026
Sanjana Vijayshankar, Deepthi Vaidhynathan, Rawad El Kontar, Dylan Wald and Ryan King
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and National Renewable Energy Laboratory
Downloads 29 (1,345,526)

Abstract:

Loading...

Demand Disaggregation, Machine learning, SHAP, Visualization