diff --git a/addons/account/models/account_bank_statement.py b/addons/account/models/account_bank_statement.py
index 3446479ba18..9e9228947ce 100644
--- a/addons/account/models/account_bank_statement.py
+++ b/addons/account/models/account_bank_statement.py
@@ -234,13 +234,17 @@ class AccountBankStatement(models.Model):
         statements = self.filtered(lambda r: r.state == 'open')
         for statement in statements:
             moves = self.env['account.move']
+            # `line.journal_entry_ids` gets invalidated from the cache during the loop
+            # because new move lines are being created at each iteration.
+            # The below dict is to prevent the ORM to permanently refetch `line.journal_entry_ids`
+            line_journal_entries = {line: line.journal_entry_ids for line in statement.line_ids}
             for st_line in statement.line_ids:
-                if st_line.account_id and not st_line.journal_entry_ids.ids:
+                journal_entries = line_journal_entries[st_line]
+                if st_line.account_id and not journal_entries.ids:
                     st_line.fast_counterpart_creation()
-                elif not st_line.journal_entry_ids.ids and not statement.currency_id.is_zero(st_line.amount):
+                elif not journal_entries.ids and not statement.currency_id.is_zero(st_line.amount):
                     raise UserError(_('All the account entries lines must be processed in order to close the statement.'))
-                for aml in st_line.journal_entry_ids:
-                    moves |= aml.move_id
+            moves = statement.mapped('line_ids.journal_entry_ids.move_id')
             if moves:
                 moves.filtered(lambda m: m.state != 'posted').post()
             statement.message_post(body=_('Statement %s confirmed, journal items were created.') % (statement.name,))