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Related Concept Videos

Classification of Systems-I01:26

Classification of Systems-I

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Linearity is a system property characterized by a direct input-output relationship, combining homogeneity and additivity.
Homogeneity dictates that if an input x(t) is multiplied by a constant c, the output y(t) is multiplied by the same constant. Mathematically, this is expressed as:
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Classification of Systems-II01:31

Classification of Systems-II

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Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
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Maxwell-Boltzmann Distribution: Problem Solving01:20

Maxwell-Boltzmann Distribution: Problem Solving

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Individual molecules in a gas move in random directions, but a gas containing numerous molecules has a predictable distribution of molecular speeds, which is known as the Maxwell-Boltzmann distribution, f(v).
This distribution function f(v) is defined by saying that the expected number N (v1,v2) of particles with speeds between v1 and v2 is given by
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Aggregates Classification01:29

Aggregates Classification

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Aggregate classification is generally based on its size, petrographic characteristics, weight, and source. Size classification ranges from coarse to fine aggregates, defined by the size of the particles. Coarse aggregates are particles that do not pass through ASTM sieve No. 4, and aggregates that pass through the sieve are fine aggregates.
Petrographic classification groups aggregates based on common mineralogical characteristics. Some of the common mineral groups found in aggregates are...
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  2. Air Quality Index Aqi Classification Based On Hybrid Particle Swarm And Grey Wolf Optimization With Ensemble Machine Learning Model
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  2. Air Quality Index Aqi Classification Based On Hybrid Particle Swarm And Grey Wolf Optimization With Ensemble Machine Learning Model

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Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
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Air quality index AQI classification based on hybrid particle swarm and grey wolf optimization with ensemble machine

Emad Elabd1,2, Hany Mohamed Hamouda3, M A Mohamed Ali4

  • 1Department of Management Information Systems, College of Business and Economics, Qassim University, Buraidah, Qassim, 51452, Saudi Arabia. e.elabd@qu.edu.sa.

Scientific Reports
|January 6, 2026
Summary

No abstract available in PubMed .

Keywords:
Air pollutionAir quality classificationAir quality indexEnsemble machine learningEnvironmental monitoringMachine learningMetaheuristic optimizationParticle swarm and grey wolf optimization

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