TY - JOUR AU - Gómez Gil, Francisco Javier AU - Martínez-Martínez, Víctor AU - Ruiz González, Rubén AU - Martínez Martínez, Lidia AU - Gómez Gil, Jaime PY - 2024 SN - 0168-1699 UR - http://hdl.handle.net/10259/9293 AB - Monitoring the status of rotating components is important in modern machinery. The goal of this study is to evaluate the feasibility of using a k-Nearest Neighbors (kNN) classifier combined with a Harmony Search (HS) algorithm, to detect the... LA - eng PB - Elsevier KW - k-Nearest Neighbors (kNN) KW - Harmony Search (HS) algorithm KW - Vibrations KW - Accelerometer KW - Machinery monitoring KW - Rotating components KW - Frequency selection KW - Ingeniería mecánica KW - Mechanical engineering TI - Vibration-based monitoring of agro-industrial machinery using a k-Nearest Neighbors (kNN) classifier with a Harmony Search (HS) frequency selector algorithm DO - 10.1016/j.compag.2023.108556 T2 - Computers and Electronics in Agriculture VL - 217 ER -