Managing Consultant
Fangxing Liu

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Fangxing Liu

she / her / hers

Fangxing Liu focuses on valuing distributed energy resources (DERs) and energy storage. She is a key contributor to E3’s avoided cost analysis, including the firm’s longstanding work on the Avoided Cost Calculator (ACC) for the California Public Utilities Commission. Her work also includes DER valuation frameworks in Illinois and expert testimony on avoided costs in the Northeast and South Carolina, and supporting Illinois’s clean energy goals. Ms. Liu leads E3’s development and application of the RESTORE model, helping investors evaluate revenue opportunities for standalone and hybrid storage projects in CAISO and ERCOT. Prior to joining E3, Ms. Liu served as a utilities engineer at the Public Advocates Office of the California Public Utilities Commission, where she developed policy strategies related to microgrids, DER integration and aggregation, utility deferral, and interconnection processes.

Fangxing chose to work in energy because it is not only a fundamental human need, but also a gateway to a better environment and social equity. She is fascinated by the complexity of energy problems and believes that transitioning energy requires diverse experiences and perspectives.

Outside of work, Fangxing stays active by cycling, running and rock climbing. She values mindfulness and practices meditation and yoga regularly.

Education: MS, Civil and Environmental Engineering, University of California, Berkeley; BS, Civil and Environmental Engineering, University of Illinois at Urbana-Champaign

Projects

Storage Adoption Strategy | Glendale Water and Power Solar, 2024

After the Glendale City Council passed a city-wide goal of achieving 10% adoption of customer solar and storage technologies by 2027 and additional 100 MW peak dispatchable and peak load-reducing capacity, Glendale Water and Power (GWP), the municipal utility, enlisted E3 to help it devise a strategy to reach that goal equitably and cost-effectively. E3 employed the IDSM tool to assess the predicted adoption of distributed solar and storage according to several different scenarios with varying utility incentives and rate designs. The scenarios were evaluated not only on whether they reached the 10% target but also on their ability to attribute the benefits of DERs equitably among more than a dozen different customer segments. System-wide impacts on emissions, ratepayer impacts, and utility avoided costs were calculated with the outputs of the IDSM tool.

The balance between affordability and adoption impact is a careful consideration when selecting program portfolios to ensure equitable growth. IDSM modeling results enable the E3 team to reveal the feasibility of achieving the 10% adoption target through a strategic combination of robust community outreach, utility incentives, and a rate design that encourages adoption while also mitigating ratepayer impacts.


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