Sophie Ha
Undergraduate Researcher at Ellis Research Group | Chemical Engineering Junior @ UC Davis | Focused on Energy, Batteries & Automation
- Role
- Undergraduate Researcher at LG Energy Solution Michigan
- Location
- Davis, CA, US
- LinkedIn followers
- 500 followers
About Sophie Ha
Hi! I’m Sophie Ha, a Chemical Engineering undergraduate at UC Davis. I’m passionate about…
Experience
Undergraduate Researcher
Jan 2025 — Present · University of California Davis, CA, US
Collected solar photovoltaic (PV) data using the SAM simulator to evaluate energy efficiency in residential buildings in San Jose and Woodland- Developed Python scripts to process and visualize heat pump simulation data, applying chemical engineering principles to identify key trends in load flexibility- Automated generation of comparative plots for control strategies, including Model Predictive Control (MPC), Rule-Based Control (RBC), and fixed setpoint control, emphasizing system performance during peak pricing periods- Interpreted site-specific trends in power draw, temperature, and greenhouse gas (GHG) intensity to evaluate control algorithm effectiveness under real-world conditions- Analyzed and documented daily time-series data from multiple sites, summarizing control methods and identifying key operational patterns.
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