I did also experience this problem myself with a psp phat that I purchased on ebay. The symptoms was exactly the same as yours. The problem was the fuse that you highlighted in your picture. That fuse for some reason or another burn itself out. The way I fixed it was to bridge the fuse by slightly soldering both ends together. Give that a try and see how that works. Good Luck.