Table of Contents

• Prognostics of remaining useful life for lithium-ion batteries based on a feature vector selection and relevance vector machine approachXiaoli Qin, Qi Zhao, Hongbo Zhao, Wenquan Feng, XiuMei Guan. 1-6 [doi]
• Lithium-ion battery remaining useful life prediction with Deep Belief Network and Relevance Vector MachineGuangquan Zhao, Guohui Zhang, Yuefeng Liu, Bin Zhang, Cong Hu. 7-13 [doi]
• Prognostics of Lithium ion battery using functional principal component analysisJian Guo, Zhaojun Li. 14-17 [doi]
• An improved fusion prognostics method for remaining useful life prediction of bearingsBiao Wang, Yaguo Lei, Naipeng Li, Jing Lin. 18-24 [doi]
• A feature extraction method based on probabilistic Principal components analysis and sampling importance resampling for bearing fault detectionYixiang Huang, Yanming Li, Chengliang Liu, Xiao Liu. 25-31 [doi]
• Peak criterion for choosing Gaussian kernel bandwidth in Support Vector Data DescriptionDeovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva. 32-39 [doi]
• Health-aware hierarchical control for smart manufacturing using reinforcement learningBenjamin Y. Choo, Stephen Adams, Peter A. Beling. 40-47 [doi]
• Novelty detection of rotating machinery using a non-parametric machine learning approachEnrique Angola. 48-54 [doi]
• A kind of approach for aero engine gas path fault diagnosisQiang Huang, Guigang Zhang, Ting Zhang, Jian Wang. 55-60 [doi]
• Air filter diagnostics & prognostics in naturally aspired enginesFakhreddine Landolsi, Hassene Jammoussi, Imad Makki. 61-65 [doi]
• Enhancement of prognostic models for short-term degradation of gas turbinesHouman Hanachi, Christopher Mechefske, Jie Liu, Avisekh Banerjee, Ying Chen. 66-69 [doi]
• Real-time predictive maintenance for wind turbines using Big Data frameworksMikel Canizo, Enrique Onieva, Angel Conde, Santiago Charramendieta, Salvador Trujillo. 70-77 [doi]
• Advanced correlation-based anomaly detection method for predictive maintenancePushe Zhao, Masaru Kurihara, Junichi Tanaka, Tojiro Noda, Shigeyoshi Chikuma, Tadashi Suzuki. 78-83 [doi]
• An effective age-based preventive replacement modelFerenc Szidarovszky, Douglas Goodman, Criag Wentzel. 84-87 [doi]
• Long Short-Term Memory Network for Remaining Useful Life estimationShuai Zheng, Kosta Ristovski, Ahmed Farahat, Chetan Gupta. 88-95 [doi]
• Diagnosis for systems with multi-component wear interactionsR. Assaf, P. Do, Philip Scarf, Samia Nefti-Meziani. 96-102 [doi]
• Machine remaining useful life prediction considering unit-to-unit variabilityNaipeng Li, Yaguo Lei, Ningbo Li, Jing Lin. 103-108 [doi]
• Real-time remote monitoring of an air compressor using MTConnect standard protocolNishchal K. Verma, Raghav Dev, Narendra Kumar Dhar, Dhan Jeet Singh, Al Salour. 109-116 [doi]
• Control adaptation approach for fault detection and isolation in SIDI high pressure fuel pumpAzeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu. 117-123 [doi]
• Real-time monitoring of machines using Open Platform CommunicationNishchal K. Verma, Teena Sharma, Seetaram Maurya, Dhan Jeet Singh, Al Salour. 124-129 [doi]
• The research on characteristics of DC arc fault based on HHTYaojia Zhang, Li Wang. 130-134 [doi]
• Uncertainty quantification in prognostics: A data driven polynomial chaos approachPham L. T. Duong, Nagarajan Raghavan. 135-142 [doi]
• Damage detection using time-frequency decay-rate based featuresPortia Banerjee, Debejyo Chakraborty, Teresa Rinker. 143-147 [doi]
• Fault feature analysis of civil aircraft control surface damageHaixia Su, Sujie Li, Lu Yang, Jian Wang, Guigang Zhang. 148-153 [doi]
• Civil aircraft health management research based on big data and deep learning technologiesSujie Li, Guigang Zhang, Jian Wang. 154-159 [doi]
• Research on Optimal Sensor Placement for Aircraft Structural Health ManagementFangyi Wan, Xingliang Yu, Qi Yu. 160-166 [doi]
• Research on CBM information system architecture based on multi-dimensional operation and maintenance dataLong Wang, Yanling Qian, Yue Li, Yanbin Liu. 167-172 [doi]
• Advanced packaging for wireless sensor nodes in cyber-physical systems - impacts of multifunctionality and miniaturization on the environmentEduard Wagner, Christian Bohme, Stephan Benecke, Nils N. Nissen, Klaus-D. Lang. 173-178 [doi]
• Model-driven multi-view conceptual architecture design in a PHM system environmentHaifeng Zhu, Dan Hestand. 179-186 [doi]
• A method for the maintainability assessment at design stage based on maintainability attributesXu Luo, Zhexue Ge, Fengjiao Guan, Yongmin Yang. 187-192 [doi]
• Particle filtering based estimation of remaining useful life of lithium-ion batteries employing power fading dataArijit Guha, Amit Patra. 193-198 [doi]
• Research of K-MEANS analysis model on high-speed railway CIR device maintenanceJia-ming Fan, Jian-Ping Fan, Feng Liu. 199-204 [doi]
• An optimal multi-degree open-circuit faults diagnostic algorithm for photovoltaic systemJianhua Qin, Li Wang, Shanshui Yang, Ling Mao. 205-208 [doi]
• Towards a new health prognostics method for inverters: Power SiC-GTO failures and its precursorsLifang Liu, An Xiang, Shun Li, Yijia Du, Gang Dai. 209-213 [doi]
• Short-term electricity load forecasting with Time Series AnalysisHung Nguyen, Christian K. Hansen. 214-221 [doi]
• Running state detection and performance evaluation method for feed mechanism of numerical control machineXun Zhang, Qing Zhang, Luyao Tan, Guanghua Xu. 222-226 [doi]
• A metaheuristic approach to remaining useful life estimation of systems subject to multiple degradation mechanismsPham L. T. Duong, Nagarajan Raghavan. 227-233 [doi]
• Performance analysis of a twin shaft Industrial Gas Turbine at fouling conditionsSamuel Cruz-Manzo, Sepehr Maleki, Yu Zhang, Vili Panov, Anthony Latimer. 234-238 [doi]
• Visualization method for spectrum analysis of vibration acceleration signalsShijie Chu, Qing Zhang, Bin Xu, Fei Liu, Lin Liang. 239-245 [doi]
• A comparative study of helicopter planetary bearing diagnosis with vibration and acoustic emission dataLinghao Zhou, Fang Duan, David Mba, Faris Elasha. 246-251 [doi]
• Using independent component analysis scheme for helicopter main gearbox bearing defect identificationFang Duan, Michael Corsar, Linghao Zhou, David Mba. 252-259 [doi]
• Research on electric vehicle (EV) driving range prediction method based on PSO-LSSVMZhuo Wang, Xiaohong Wang, Lizhi Wang, Xiao-Fen Hu, Wen-hui Fan. 260-265 [doi]
• Fault sound simulations from normal sounds for data-driven prognosis based on human expert and vibration knowledgeTakuya Nishino, Shun Takeuchi, Takahiro Saito, Isamu Watanabe. 266-272 [doi]