I don't know much about this field, but how does charging/discharging on the order of seconds help shave peak demand?
To put this in context for others, although domestic customers are normally only billed for real power this is not the case for industrial consumers. Reactive power is significant as they are billed not just for energy used but also for peak power drawn.