Reinforcement learning and mixed-integer programming for power plant scheduling in low carbon systems: Comparison and hybridisation

O’Malley, Cormac; Mars, Patrick de; Badesa, Luis; Štrbac, Goran

doi:10.1016/j.apenergy.2023.121659

Cited by 6 publications

(1 citation statement)

References 22 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The ability to overcome flaws is a crucial feature to take into account. Renewable power plants will be turned off instantly when system faults happen without fault ride-through capability assessments [15], [16]. If renewable energy sources are widely used, there may be significant blackouts on a large scale [17], [18].…”

Section: Introductionmentioning

confidence: 99%

Grid impact analysis on wind power plant interconnection in strengthening electricity systems

Senen,

Kurniawan,

Dini

et al. 2024

IJEECS

View full text Add to dashboard Cite

The Timor system is one of the large systems in the East Nusa Tenggara region. Based on the general plan for electricity supply for 2021-2030, there is a plan to interconnect a 2x11 MW wind power plant. The addition of wind power plants will pose a considerable threat to the system due to the intermittency nature of renewable energy plants. Therefore, a comprehensive grid impact study is needed to convince network managers that adding wind farms will not cause disruptions to the system either locally or in general and is expected to strengthen the electricity system. The power flow simulation results, installing a 2x11 MW wind farm on the Timor system can improve voltage quality and reduce losses on both 70 and 150 kV systems. For transient stability, the frequency value on the Timor system still meets the grid code requirements. In addition, the simulation results of the intermittency impact of the wind power plant output show that the Timor system is still in a stable condition. The stability of the rotor angle of the existing power plant when the transient stability simulation is carried out shows that it is still in a balanced condition.

show abstract