TY - GEN AU - Sánchez-Fernández, Alvar AU - Fuente Aparicio, María Jesús de la AU - Sáinz Palmero, Gregorio Ismael PY - 2019 SN - 978-1-7281-0303-7 UR - http://uvadoc.uva.es/handle/10324/45604 AB - Monitoring large-scale processes is a crucial task to ensure the safety and reliability of the plants. This paper proposes an approach for decentralized fault detection in largescale processes. The measured variables of the plant are divided into... LA - eng PB - IEEE KW - Fault detection KW - Dynamic principal component analysis KW - Decentralized monitoring KW - Regression KW - Clustering TI - Decentralized DPCA Model for Large-Scale Processes Monitoring DO - 10.1109/ETFA.2019.8869128 ER -