A novel local neighborhood standardization strategy and its application in fault detection of multimode processes

► A novel local neighborhood standardization (LNS) strategy is proposed. ► A new LNS-PCA method is developed for multimode process fault detection. ► Only one model is built for multimode process monitoring. ► No process prior knowledge is needed.