I live (own house) 100 miles from work. Can I deduct lodging espenses like monthly rent for additional apartment?

I own a home and live in Banning California, I work in Beverly Hills, CA. the distance is over 100 miles commute, I rent an apartment in Beverly hills close to work and live there during the week. Is the apartment rental deductible?