Search Results - "Ma, Eden W.M."

An ensemble model for predicting the remaining useful performance of lithium-ion batteries by Xing, Yinjiao, Ma, Eden W.M., Tsui, Kwok-Leung, Pecht, Michael

“…► The capacity degradation of lithium battery was characterized by an ensemble model. ► The remaining useful performance was presented as probability…”
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A new shifting grid clustering algorithm by W.M. Ma, Eden, Chow, Tommy W.S.

“…A new density- and grid-based type clustering algorithm using the concept of shifting grid is proposed. The proposed algorithm is a non-parametric type, which…”
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Battery Management Systems in Electric and Hybrid Vehicles by Xing, Yinjiao, Ma, Eden W. M., Tsui, Kwok L., Pecht, Michael

“…The battery management system (BMS) is a critical component of electric and hybrid electric vehicles. The purpose of the BMS is to guarantee safe and reliable…”
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A Two-Step Parametric Method for Failure Prediction in Hard Disk Drives by Wang, Yu, Ma, Eden W. M., Chow, Tommy W. S., Tsui, Kwok-Leung

“…Predicting the impending failure of hard disk drives (HDDs) is crucial for preventing essential data from losing. In this paper, a two-step parametric method…”
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Probabilistic fault detector for Wireless Sensor Network by Lau, Bill C.P., Ma, Eden W.M., Chow, Tommy W.S.

“…•The end-to-end transmission time is utilized for WSN hardware fault detection.•Advanced Naïve Bayes classifier is implemented as the fault…”
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Health Monitoring of Cooling Fans Based on Mahalanobis Distance With mRMR Feature Selection by Xiaohang Jin, Ma, E. W. M., Cheng, L. L., Pecht, M.

“…Cooling fans are widely used for thermal management in electronic products. The failure of cooling fans may cause electronic products to overheat, which can…”
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Online Anomaly Detection for Hard Disk Drives Based on Mahalanobis Distance by Yu Wang, Qiang Miao, Ma, E. W. M., Kwok-Leung Tsui, Pecht, M. G.

“…A hard disk drive (HDD) failure may cause serious data loss and catastrophic consequences. Online health monitoring provides information about the degradation…”
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Topology-Based Clustering Using Polar Self-Organizing Map by Lu Xu, Chow, Tommy W. S., Ma, Eden W. M.

“…Cluster analysis of unlabeled data sets has been recognized as a key research topic in varieties of fields. In many practical cases, no a priori knowledge is…”
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A New Feature Selection Scheme Using a Data Distribution Factor for Unsupervised Nominal Data by Chow, T.W.S., Piyang Wang, Ma, E.W.M.

“…A new efficient unsupervised feature selection method is proposed to handle nominal data without data transformation. The proposed feature selection method…”
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Efficient selection of discriminative genes from microarray gene expression data for cancer diagnosis by Huang, D., Chow, T.W.S., Ma, E.W.M., Jinyan Li

“…A new mutual information (MI)-based feature-selection method to solve the so-called large p and small n problem experienced in a microarray gene…”
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Cell balancing technology in battery packs by Yang, Xiaolu, Ma, Eden W. M., Pecht, Michael

“…Batteries are a major source of power for mobile applications. As an electrochemical cell, a battery is highly dependent on operating conditions. Even the same…”
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A case study on battery life prediction using particle filtering by Yinjiao Xing, Ma, E. W. M., Tsui, K.-L, Pecht, M.

“…Batteries play a critical role for the reliability of battery-powered systems. The prognostics in batteries provide warning to the advent of failure, which…”
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A fusion approach for anomaly detection in hard disk drives by Yu Wang, Ma, E. W. M., Tsui, K. L., Pecht, Michael

“…As the information stored in hard disk drives (HDDs) is continuous increasing, the safety of data is become more and more important. Among the safety…”
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Influence of parameter initialization on battery life prediction for online applications by Yinjiao Xing, Ma, E. W. M., Tsui, K., Pecht, M.

“…Estimating remaining useful life (RUL) is a crucial part in a successful online monitoring system. Extrapolation of a degradation model based on particle…”
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Evaluating nominal parameters in fault diagnosis by Ma, E. W. M., Chow, T. W. S., Pecht, M. G.

“…The first critical step in system health management, which enhance the safety, reliability, and availability of the system, is collecting appropriate data for…”
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An investigation into fan reliability by Xiaohang Jin, Ma, E. W. M., Chow, T. W. S., Pecht, M.

“…Common failures in the electronic products can be traced back to thermal-related issues. While the power of electronic components and power densities are…”
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