FRANKFURT, Feb 6 (Reuters) - German chemicals group Bayer (BAYG.DE: Quote, Profile , Research) wants to increase its annual production of TDI in Shanghai to 300,000 tonnnes from 160,000 tonnes, investing about $1.8 billion in the location by 2009, it said on Tuesday.