$query = new EntityFieldQuery();
$query->entityCondition('entity_type', 'node');
$query->propertyCondition('status', 1);
$query->propertyCondition('type', 'article');
$result = $query->execute();
$nodes = node_load_multiple(array_keys($result['node']));

Drupal 7