In 1954, Arango traveled to Madrid, where she enrolled in the San Fernando Academy and studied the works of Francisco de Goya and José Gutiérrez Solana. In 1955, she inaugurated a solo exhibition at the Institute of Hispanic Culture in Madrid. On that occasion, her paintings were taken down without any explanation by order of Franco’s government, which led to her return to Colombia.