7 citations · 11 across the 14 of their papers we have counts for
5 papers · 1 filter
A probabilistic forecast methodology for volatile electricity prices in the Australian National Electricity Market
Cameron Cornell, Nam Trong Dinh, S. Ali Pourmousavi
The South Australia region of the Australian National Electricity Market (NEM) displays some of the highest levels of price volatility observed in modern electricity markets. This…
On the Financial Consequences of Simplified Battery Sizing Models without Considering Operational Details
Nam Trong Dinh, Sahand Karimi-Arpanahi, S. Ali Pourmousavi +3
Optimal battery sizing studies tend to overly simplify the practical aspects of battery operation within the battery sizing framework. Such assumptions may lead to a suboptimal bat…
A New Time Series Similarity Measure and Its Smart Grid Applications
Rui Yuan, Hossein Ranjbar, S. Ali Pourmousavi +4
Many smart grid applications involve data mining, clustering, classification, identification, and anomaly detection, among others. These applications primarily depend on the measur…
Modelling Irrational Behaviour of Residential End Users using Non-Stationary Gaussian Processes
Nam Trong Dinh, Sahand Karimi-Arpanahi, Rui Yuan +4
Demand response (DR) plays a critical role in ensuring efficient electricity consumption and optimal use of network assets. Yet, existing DR models often overlook a crucial element…
Efficient anomaly detection method for rooftop PV systems using big data and permutation entropy
Sahand Karimi-Arpanahi, Ali Pourmousavi
The number of rooftop photovoltaic (PV) systems has significantly increased in recent years around the globe, including in Australia. This trend is anticipated to continue in the n…