AIMC Topic: Electricity

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Non-invasive load monitoring based on deep learning to identify unknown loads.

PloS one Feb 9, 2024
With the rapid development of smart grids, society has become increasingly urgent to solve the problems of low energy utilization efficiency and high energy consumption. In this context, load identification has become a key element in formulating sci...
Humans Deep Learning Computer Systems Fatigue Electricity Cryopyrin-Associated Periodic Syndromes
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Training Universal Deep-Learning Networks for Electromagnetic Medical Imaging Using a Large Database of Randomized Objects.

Sensors (Basel, Switzerland) Dec 19, 2023
Deep learning has become a powerful tool for solving inverse problems in electromagnetic medical imaging. However, contemporary deep-learning-based approaches are susceptible to inaccuracies stemming from inadequate training datasets, primarily consi...
Deep Learning Radiography Diagnostic Imaging Electromagnetic Phenomena Electricity
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Non-fragile guaranteed cost control of microbial fuel cells.

ISA transactions Aug 28, 2023
A microbial fuel cell (MFC), which is a new type of energy source, utilises electrogenic bacteria in sewage or soil to convert chemical energy into electrical energy. MFCs typically require an external controller to provide a stable output voltage to...
Algorithms Computer Simulation Fuzzy Logic Bioelectric Energy Sources Electricity
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Selection/control concurrent optimization of BLDC motors for industrial robots.

PloS one Aug 16, 2023
This paper aims to concurrently select and control off-the-shelf BLDC motors of industrial robots by using a synergistic model-based approach. The BLDC motors are considered with trapezoidal back-emf, where the three-phase (a,b,c) dynamics of motors ...
Robotics Torque Electricity
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Techno-economic optimization of a new waste-to-energy plant for electricity, cooling, and desalinated water using various biomass for emission reduction.

Chemosphere Jul 3, 2023
A newly developed waste-to-energy system using a biomass combined energy system designed and taken into account for electricity generation, cooling, and freshwater production has been investigated and modeled in this project. The investigated system ...
Artificial Intelligence Temperature Biomass Water Electricity
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Application of artificial intelligence-based methods in bioelectrochemical systems: Recent progress and future perspectives.

Journal of environmental management Jun 28, 2023
Bioelectrochemical Systems (BESs) leverage microbial metabolic processes to either produce electricity by degrading organic matter or consume electricity to assist metabolism, and can be used for various applications such as energy production, wastew...
Humans Neural Networks, Computer Artificial Intelligence Algorithms Fuzzy Logic Electricity
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Condition Monitoring of Wind Turbine Systems by Explainable Artificial Intelligence Techniques.

Sensors (Basel, Switzerland) Jun 6, 2023
The performance evaluation of wind turbines operating in real-world environments typically relies on analyzing the power curve, which shows the relationship between wind speed and power output. However, conventional univariate models that consider on...
Artificial Intelligence Electricity
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A New NILM System Based on the SFRA Technique and Machine Learning.

Sensors (Basel, Switzerland) May 31, 2023
In traditional nonintrusive load monitoring (NILM) systems, the measurement device is installed upstream of an electrical system to acquire the total aggregate absorbed power and derive the powers absorbed by the individual electrical loads. Knowing ...
Machine Learning Algorithms Support Vector Machine Electricity
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Emerging MXene-Based Flexible Tactile Sensors for Health Monitoring and Haptic Perception.

Small (Weinheim an der Bergstrasse, Germany) Mar 25, 2023
Due to their potential applications in physiological monitoring, diagnosis, human prosthetics, haptic perception, and human-machine interaction, flexible tactile sensors have attracted wide research interest in recent years. Thanks to the advances in...
Humans Artificial Intelligence Electricity Electric Conductivity Stereognosis
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A Machine Learning-Combined Flexible Sensor for Tactile Detection and Voice Recognition.

ACS applied materials & interfaces Feb 21, 2023
Intelligent sensors have attracted substantial attention for various applications, including wearable electronics, artificial intelligence, healthcare monitoring, and human-machine interactions. However, there still remains a critical challenge in de...
Humans Artificial Intelligence Machine Learning Wearable Electronic Devices Electricity Voice Recognition
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