Peninsula started managing the Palace Hotel in Beijing ~10 years ago. While they improved it on the service front, the hard product hasn't changed a great deal.
The Pen SH is a different beast because it was basically built from scratch, but the Bund honestly isn't especially cool.
As for Hangzhou, I always stay on the lake, especially during the peak season.