AIMC Topic: Electricity

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Optimization of carbon footprint management model of electric power enterprises based on artificial intelligence.

PloS one Jan 3, 2025
This study intends to optimize the carbon footprint management model of power enterprises through artificial intelligence (AI) technology to help the scientific formulation of carbon emission reduction strategies. Firstly, a carbon footprint calculat...
Algorithms China Artificial Intelligence Machine Learning Electricity Power Plants Carbon Footprint Models, Theoretical Carbon
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Extended DEMATEL method with intuitionistic fuzzy information: A case of electric vehicles.

PloS one Dec 19, 2024
The Decision-Making Trial and Laboratory (DEMATEL) methodology excels in the analysis of interdependent factors within complex systems, with correlation data typically presented in crisp values. Nevertheless, the judgments made by decision-makers oft...
Electricity Electric Power Supplies Motor Vehicles Intuition Fuzzy Logic Decision Making Humans Algorithms
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How peptide migration and fraction bioactivity are modulated by applied electrical current conditions during electromembrane process separation: A comprehensive machine learning-based peptidomic approach.

Food research international (Ottawa, Ont.) Nov 28, 2024
Industrial wastewaters are significant global concerns due to their environmental impact. Yet, protein-rich wastewaters can be valorized by enzymatic hydrolysis to release bioactive peptides. However, achieving selective molecular differentiation and...
Machine Learning Wastewater Swine Antifungal Agents Hydrolysis Animals Peptides Dialysis Protein Hydrolysates Electricity Membranes, Artificial
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Advancing ensemble learning techniques for residential building electricity consumption forecasting: Insight from explainable artificial intelligence.

PloS one Nov 14, 2024
Accurate electricity consumption forecasting in residential buildings has a direct impact on energy efficiency and cost management, making it a critical component of sustainable energy practices. Decision tree-based ensemble learning techniques are p...
Machine Learning Housing Forecasting Decision Trees Humans Electricity Artificial Intelligence
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Mapping Spatiotemporal Disparities in Residential Electricity Inequality Using Machine Learning.

Environmental science & technology Oct 29, 2024
The move toward electrification is critical for decarbonizing the energy sector but may exacerbate energy unaffordability without proper safeguards. Addressing this challenge requires capturing neighborhood-scale dynamics to uncover the blind spots i...
Humans Machine Learning Socioeconomic Factors Electricity
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Cross-domain zero-shot learning for enhanced fault diagnosis in high-voltage circuit breakers.

Neural networks : the official journal of the International Neural Network Society Aug 31, 2024
Ensuring the stability of high-voltage circuit breakers (HVCBs) is crucial for maintaining an uninterrupted supply of electricity. Existing fault diagnosis methods typically rely on extensive labeled datasets, which are challenging to obtain due to t...
Electricity Vibration Machine Learning Algorithms Equipment Failure Semantics Neural Networks, Computer
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Novel glassbox based explainable boosting machine for fault detection in electrical power transmission system.

PloS one Aug 28, 2024
The reliable operation of electrical power transmission systems is crucial for ensuring consumer's stable and uninterrupted electricity supply. Faults in electrical power transmission systems can lead to significant disruptions, economic losses, and ...
Electricity Electric Power Supplies Algorithms Equipment Failure Neural Networks, Computer Machine Learning
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Optimizing wave energy converter benchmarking with a fuzzy-based decision-making approach.

PloS one Jul 26, 2024
The quest for sustainable energy solutions has intensified interest in marine renewables, particularly wave energy. This study addresses the crucial need for an objective assessment of Wave Energy Converter (WEC) technologies, which are instrumental ...
Fuzzy Logic Decision Making Electricity Renewable Energy
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Fabric tearing performance state perception and classification driven by multi-source data.

PloS one Apr 16, 2024
The tear strength of textiles is a crucial characteristic of product quality. However, during the laboratory testing of this indicator, factors such as equipment operation, human intervention, and test environment can significantly influence the resu...
Textiles Perception Electricity Humans Support Vector Machine
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Flexible large-area ultrasound arrays for medical applications made using embossed polymer structures.

Nature communications Mar 30, 2024
With the huge progress in micro-electronics and artificial intelligence, the ultrasound probe has become the bottleneck in further adoption of ultrasound beyond the clinical setting (e.g. home and monitoring applications). Today, ultrasound transduce...
Transducers Phantoms, Imaging Electricity Equipment Design Electronics Artificial Intelligence Ultrasonography
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