The results indicate that PV storage systems effectively mitigate system peak loads, thereby enabling conventional generators to fulfill the requisite energy demand for DA UC while maintaining the minimum contingency margin and preventing overload.
It can be observed from Fig. 4 that the peak load demand of the system is 1500 MW at 12th hour. The next subsequent peak of 1400 MW is observed at 20th hour of the next day. In this case study, load uncertainty is introduced on the maximum side, with the upper bound established as mentioned in Eq. (18), in the absence of PV-ES.
The next research gap arises from the insufficient analysis of peak load management in conjunction with DA UC. Effective management of peak loads is a vital component of system reliability, especially as variable renewable energy sources, such as solar photovoltaic (PV) and wind power, increasingly penetrate the grid.
Specifically, during peak hours, reductions in DA UC costs are recorded at 10.32% for hour 12 and 7.28% for hour 20. These results clearly demonstrate that the integration of photovoltaic and energy storage systems into the grid yields a substantial decrease in DA UC costs, even in the context of up to 10% load uncertainty within the system.
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