Huang-Yi Yang

Residential Electricity-Use Profiling for Demand-Side Management Using a Convolutional Attention Variational Autoencoder and Adaptive GWO-K-Means Clustering

Residential load profiling can support the design of differentiated demand-side management, but clustering methods are sensitive to representation quality and initialization. We developed a profiling workflow that combines a convolutional attention variational autoencoder (CA-VAE), adaptive gray wolf optimizer K-Means...