Please try this

    $storeid = 27;
    $objectManager = \Magento\Framework\App\ObjectManager::getInstance();  
    $productCollectionFactory = $objectManager->get('\Magento\Catalog\Model\ResourceModel\Product\CollectionFactory');
    $collection = $productCollectionFactory->create();
    $collection->addAttributeToSelect('*')
    $collection->addStoreFilter($storeid);

Hope this will help and make sure the id you are passing is available.