Primary electrochemical cells (non-rechargeable batteries) are designed to convert chemical energy to electrical energy via reactions that cannot be readily reversed, making the claim trivially true by definition.
The claim defines the fundamental operational characteristic of primary electrochemical cells (non-rechargeable batteries) as opposed to secondary cells (rechargeable batteries), which is a matter of standard scientific definition and everyday observation. Therefore, it is categorized as common knowledge and requires no citation.