-
KDACL: A knowledge-data fusion-driven method for interpretable anomaly causal chain construction in process industries using large language model
Author: Yang, Tiannuo; Zhu, Mingrui; Ji, Yangjian; Li, Qixuan; Chen, Bin
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02830-6
-
High-precision online monitoring of powder bed defects of additive manufacturing using deep learning with wavelet feature fusio
Author: Tian, Wenhao; Yang, Pinghua; Guo, Guangping; Ke, Linda; Wei, Quan; Dong, Fang; Liu, Sheng; Zhang, Chen
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02852-0
-
Offline-online multi-level transfer learning for open-set remaining useful life prediction in multiple target domain
Author: Wang, Zhaojing; Cheng, Zihui; Liang, Jinxing; Yang, Xiaoyu; Li, Li
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02838-y
-
Physics-informed deep learning for surface defect detection on optical wedge plates: enhancing accuracy and generalizatio
Author: Zheng, Jishi; Lv, Feifan; Ding, Yi; Guo, Chenyu; Wang, Yan; Yi, Dingrong; Ma, Pengfei; Sun, Xing
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02858-8
-
Self-evolving industrial data space: a knowledge-augmented framework for adaptive production in aerospace manufacturin
Author: Chu, Ying; Lyu, Youlong; Zhang, Jie; Zuo, Liling
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02850-2
-
Causally-aligned latent diffusion modeling for interpretable root-cause tracing in industrial system
Author: Xu, Pengju; Zhang, Zhiyan; Zhu, Ziqing; Jin, Ri; Lv, Zhimin; Hu, Keming; Yan, Yifan; Sun, Qian; Li, Hongjie
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02833-3
-
Self-optimization of machining parameters for intelligent manufacturing: an offline multi-objective deep reinforcement learning framewor
Author: Zhou, Libo; Komatsu, Toshihiro; Morishita, Yusuke; Ojima, Hirotaka; Huang, Han; Mu, Dekui; Zhao, Jun; Hang, Wei; Xiao, Huapan; Zhan, Jiaming
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02860-0
-
A domain optimization approach for few-shot defect inspection on patterned wafe
Author: Chen, Leisheng; Meng, Kai; Zhang, Hangying; Zou, Yangyang; Lou, Peihuang; Wu, Xing
Journal: JOURNAL OF INTELLIGENT MANUFACTURING. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10845-026-02849-9
