Search Results - "Charbonnier, Sylvie"
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EMG feature evaluation for improving myoelectric pattern recognition robustness
Published in Expert systems with applications (15-09-2013)“…► The medium-term robustness of EMG signals for prosthetic control is investigated. ► The effect of 50 EMG features has been extensively examined. ► A single…”
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Real-Time Quality Index to Control Data Loss in Real-Life Cardiac Monitoring Applications
Published in Sensors (Basel, Switzerland) (09-08-2021)“…Wearable cardiac sensors pave the way for advanced cardiac monitoring applications based on heart rate variability (HRV). In real-life settings, heart rate…”
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Feature extraction of the first difference of EMG time series for EMG pattern recognition
Published in Computer methods and programs in biomedicine (01-11-2014)“…Highlights • The stationarity of surface EMG signals during upper-limb motions is investigated. • The differencing technique can transform EMG signals to…”
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A Multi-Turbine Approach for Improving Performance of Wind Turbine Power-Based Fault Detection Methods
Published in Energies (Basel) (01-04-2022)“…The relationship between wind speed and the power produced by a wind turbine is expressed by its power curve. Power curves are commonly used to monitor the…”
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Efficient Workload Classification based on Ignored Auditory Probes: A Proof of Concept
Published in Frontiers in human neuroscience (13-10-2016)“…Mental workload is a mental state that is currently one of the main research focuses in neuroergonomics. It can notably be estimated using measurements in…”
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Real-Time Monitoring of Passenger’s Psychological Stress
Published in Future internet (01-05-2019)“…This article addresses the question of passengers’ experience through different transport modes. It presents the main results of a pilot study, for which…”
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On-Line Detection of Drowsiness Using Brain and Visual Information
Published in IEEE transactions on systems, man and cybernetics. Part A, Systems and humans (01-05-2012)“…A drowsiness detection system using both brain and visual activity is presented in this paper. The brain activity is monitored using a single…”
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Mental fatigue and working memory load estimation: Interaction and implications for EEG-based passive BCI
Published in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-01-2013)“…Current mental state monitoring systems, a.k.a. passive brain-computer interfaces (pBCI), allow one to perform a real-time assessment of an operator's…”
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Conference Proceeding Journal Article -
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Critical comparison of power-based wind turbine fault-detection methods using a realistic framework for SCADA data simulation
Published in Renewable & sustainable energy reviews (01-07-2021)“…Numerous power-based wind turbine (WT) fault-detection methods using supervisory control and data acquisition (SCADA) data are presented in the literature…”
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EEG index for control operators’ mental fatigue monitoring using interactions between brain regions
Published in Expert systems with applications (15-06-2016)“…•An on-line index of operators’ mental fatigue is proposed.•It uses EEG signals from 6 regions of interest (ROIs).•It measures the changes in the EEG spatial…”
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A multi-turbine approach for improving performance of wind turbine powerbased fault detection methods
Published in Energies (Basel) (2022)“…The relationship between wind speed and the power produced by a wind turbine is expressed by its power curve. Power curves are commonly used to monitor the…”
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A combined mono- and multi-turbine approach for fault indicator synthesis and wind turbine monitoring using SCADA data
Published in ISA transactions (01-04-2019)“…The monitoring of wind turbines using SCADA data has received lately a growing interest from the fault diagnosis community because of the very low cost of…”
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13
Fault template extraction to assist operators during industrial alarm floods
Published in Engineering applications of artificial intelligence (01-04-2016)“…In industrial systems, a fault occurring on a process can create an alarm flood, a succession of alarms raised at a rate per minute so high it overwhelms the…”
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14
Drowsiness detection based on visual signs: blinking analysis based on high frame rate video
Published in 2010 IEEE Instrumentation & Measurement Technology Conference Proceedings (01-01-2010)“…In this paper, an algorithm for drivers' drowsiness detection based on visual signs that can be extracted from the analysis of a high frame rate video is…”
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Conference Proceeding -
15
Damage due to start-stop cycles of turbine runners under high-cycle fatigue
Published in International journal of fatigue (01-12-2021)“…This study presents a strategy to estimate the extra cost due to start-up and shut-down of hydro turbines under high-cycle fatigue. The principle is to compare…”
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A weighted dissimilarity index to isolate faults during alarm floods
Published in Control engineering practice (01-12-2015)“…A fault-isolation method based on pattern matching using the alarm lists raised by the SCADA system during an alarm flood is proposed. A training set composed…”
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Eye blink characterization from frontal EEG electrodes using source separation and pattern recognition algorithms
Published in Biomedical signal processing and control (01-11-2014)“…Due to its major safety applications, including safe driving, mental fatigue estimation is a rapidly growing research topic in the engineering field. Most…”
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Energy Efficient Channel State Classification for Lifetime Enhancement of LPWA Networks
Published in 2019 11th International Conference on Communication Systems & Networks (COMSNETS) (01-01-2019)“…Current Low Power Wide Area Network (LPWAN) wireless transceivers are designed, or configured at deployment time, to function assuming a worse-case application…”
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Conference Proceeding -
19
A self-tuning adaptive trend extraction method for process monitoring and diagnosis
Published in Journal of process control (01-07-2012)“…► We develop a method to extract on-line qualitative trends on signals. ► The method is self tuned and its tuning parameters are adapted on-line in function of…”
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A feasibility study on the use of anthropometric variables to make muscle–computer interface more practical
Published in Engineering applications of artificial intelligence (01-08-2013)“…High classification accuracy has been achieved for muscle–computer interfaces (MCIs) based on surface electromyography (EMG) recognition in many recent works…”
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