Can a general partnership be changed into a limited company?

Not in China.

A general partnership enterprise is an enterprise established for general partners without legal personality.

A limited company is an enterprise with legal personality, with an independent name, independent property and independent responsibilities.

The two are not interchangeable.

PS: In Britain and America, general partnerships, limited partnerships, limited companies and joint-stock companies are freely convertible.