We took the early high speed train and arrived in Madrid at 10:30am yesterday. El Escorial, Spain We picked up our rental car to begin our road trip to explore the Northwest region of Madrid. Our first stop is the Royal Monastery in El Escorial (Real Monasterio de San Lorenzo de El Escorial).