B5 Exhibit 23.1 Form 10-K Consent of Independent Accountants We consent to the incorporation by reference in the Registration Statements on Form S-8 (File Nos. 333-02736 and 333-40293) of Southern Peru Copper Corporation of our report dated January 24, 2001, financial statements which appears in this Form 10-K. ARTHUR ANDERSEN, LLP Phoenix, Arizona January 24, 2001