I suggest you take a bus at East Passenger Station. There are many cars. If you get off at Cangzhou East Station, take bus No.526 at the East Station (under China Resources Thermal Power). Get off at West Railway Station and take bus 10 or 526.
If you can take a taxi after getting off in Cangzhou, it should be around 20 yuan.