The HDD market is commoditylike and cyclical, leaving Seagate vulnerable to market pricing declines that can shrink the top line and sink margins. In HDD downturns, these stocks can crater.

This paper aims to study the impact of demand side management (DSM) technology on the operational risk of active distribution network (ADN). Firstly, a demand side integrated management model is ...