Electric load peak shaving is a challenging and important problem considering the rapid growth of high-power electric vehicle charging sites. This novel study models vertically- oriented and West-facing bifacial solar photovoltaic modules to increase late afternoon production, and simulates peak shaving using a storage battery system. With occasional evening load peaks and a retail electric tariff with a 16:00-21:00 peak time of use period, this late afternoon production aligns both with load and with higher electric prices. Exploiting this, an electric load peak shaving simulator dispatches a stationary battery using a threshold-based approach, where the thresholds are optimized by a Newton-Raphson-based gradient descent method. The optimizer is verified to be within 0.1 kW. Five case studies and a sensitivity analysis on battery energy capacity and solar array configuration are considered. Relative to the base case, a total retail electric cost reduction of 1422 (6.7%) is achieved with a modest battery size of 25 kWh.

Peak Shaving with Bifacial Solar PV: Simulated Storage Battery Dispatch for Electric Vehicle Charging

Wood M.;Ogliari E.;Leva S.
2024-01-01

Abstract

Electric load peak shaving is a challenging and important problem considering the rapid growth of high-power electric vehicle charging sites. This novel study models vertically- oriented and West-facing bifacial solar photovoltaic modules to increase late afternoon production, and simulates peak shaving using a storage battery system. With occasional evening load peaks and a retail electric tariff with a 16:00-21:00 peak time of use period, this late afternoon production aligns both with load and with higher electric prices. Exploiting this, an electric load peak shaving simulator dispatches a stationary battery using a threshold-based approach, where the thresholds are optimized by a Newton-Raphson-based gradient descent method. The optimizer is verified to be within 0.1 kW. Five case studies and a sensitivity analysis on battery energy capacity and solar array configuration are considered. Relative to the base case, a total retail electric cost reduction of 1422 (6.7%) is achieved with a modest battery size of 25 kWh.
2024
Proceedings - 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024
Bifacial solar PV
Electric load
EV charging
Peak shaving
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1279405
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