Jove
Visualize
Contáctanos
JoVE
x logofacebook logolinkedin logoyoutube logo
ACERCA DE JoVE
Visión GeneralLiderazgoBlogCentro de Ayuda JoVE
AUTORES
Proceso de PublicaciónConsejo EditorialAlcance y PolíticasRevisión por ParesPreguntas FrecuentesEnviar
BIBLIOTECARIOS
TestimoniosSuscripcionesAccesoRecursosConsejo Asesor de BibliotecasPreguntas Frecuentes
INVESTIGACIÓN
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchivo
EDUCACIÓN
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualCentro de Recursos para ProfesoresSitio de Profesores
Términos y Condiciones de Uso
Política de Privacidad
Políticas

Videos de Conceptos Relacionados

The Sense of Self: Reflected Self-Appraisal and Social Comparison02:57

The Sense of Self: Reflected Self-Appraisal and Social Comparison

56.2K
According to Charles Cooley, we base our image on what we think other people see (Cooley 1902). We imagine how we must appear to others, then react to this speculation. We don certain clothes, prepare our hair in a particular manner, wear makeup, use cologne, and the like—all with the notion that our presentation of ourselves is going to affect how others perceive us. We expect a certain reaction, and, if lucky, we get the one we desire and feel good about it. But more than that, Cooley...
56.2K
Nuclear Stability03:18

Nuclear Stability

23.4K
Protons and neutrons, collectively called nucleons, are packed together tightly in a nucleus. With a radius of about 10−15 meters, a nucleus is quite small compared to the radius of the entire atom, which is about 10−10 meters. Nuclei are extremely dense compared to bulk matter, averaging 1.8 × 1014 grams per cubic centimeter. If the earth’s density were equal to the average nuclear density, the earth’s radius would be only about 200 meters.
To hold positively charged protons together...
23.4K
Predicting Molecular Geometry02:27

Predicting Molecular Geometry

46.1K
VSEPR Theory for Determination of Electron Pair Geometries
46.1K
RNA Stability01:53

RNA Stability

35.8K
Intact DNA strands can be found in fossils, while scientists sometimes struggle to keep RNA intact under laboratory conditions. The structural variations between RNA and DNA underlie the differences in their stability and longevity. Because DNA is double-stranded, it is inherently more stable. The single-stranded structure of RNA is less stable but also more flexible and can form weak internal bonds. Additionally, most RNAs in the cell are relatively short, while DNA can be up to 250 million...
35.8K
Stability01:28

Stability

425
The time response of a linear time-invariant (LTI) system can be divided into transient and steady-state responses. The transient response represents the system's initial reaction to a change in input and diminishes to zero over time. In contrast, the steady-state response is the behavior that persists after the transient effects have faded.
The stability of an LTI system is determined by the roots of its characteristic equation, known as poles. A system is stable if it produces a bounded...
425
Introduction to Special Senses01:26

Introduction to Special Senses

7.7K
Sensory receptors play an integral part in comprehending our external and internal environments. They receive diverse stimuli, converting them into the nervous system's electrochemical signals. This conversion occurs as the stimulus alters the sensory neuron's cell membrane potential, instigating the generation of an action potential. This action potential is subsequently transmitted to the central nervous system (CNS), which integrates with other sensory data or higher cognitive...
7.7K

También podría leer

Artículos Relacionados

Artículos vinculados a este trabajo por autores compartidos, revista y gráfico de citas.

Ordenar por
Same author

Associations between thyroid hormones and biochemical metabolism in major depressive disorder patients with and without comorbid eating disorders.

Eating and weight disorders : EWD·2026
Same author

NRP1 promotes hepatic fibrosis by regulating Src/Rab7-mediated lysosomal degradation of TβRI.

Cell death discovery·2026
Same author

CAV1-dependent mitochondrial transfer from hucMSCs reprograms epithelial lipid metabolism to relieve pulmonary fibrosis.

Stem cell research & therapy·2026
Same author

Cerebellar metabolic alterations and childhood physical abuse as biomarkers in bipolar disorder with comorbid borderline personality disorder.

Behavioural brain research·2026
Same author

Personalized Pathogenic Nanoplastic Coronas Orchestrate Efferocytosis-Driven Immune Evasion in Lung Adenocarcinoma.

ACS nano·2026
Same author

Nanoparticle-based strategies targeting disulfidptosis, anoikis, and PANoptosis for enhanced cancer therapy.

Journal of nanobiotechnology·2026
Same journal

RETRACTED: Zhang et al. A Novel Framework for Reconstruction and Imaging of Target Scattering Centers via Wide-Angle Incidence in Radar Networks. <i>Sensors</i> 2025, <i>25</i>, 6802.

Sensors (Basel, Switzerland)·2026
Same journal

Enhancing Unsupervised Multi-Source Domain Adaptation for Person Re-Identification via Mixture of Experts and Graph-Based Relation.

Sensors (Basel, Switzerland)·2026
Same journal

Development of an Instrumented Glove for Palmar Pressure Assessment in Kayakers.

Sensors (Basel, Switzerland)·2026
Same journal

Development and Experimental Validation of an Autonomous IoT-Based Monitoring System for Real-Time Water Quality Assessment in the Amazon River.

Sensors (Basel, Switzerland)·2026
Same journal

Semi-Supervised Adversarial Learning Framework for Controller Area Network Bus Intrusion Detection.

Sensors (Basel, Switzerland)·2026
Same journal

Smart Optimization Method for Safety Signs in Innovative Manufacturing Environments Integrating Industrial Field IoT Sensors and Knowledge Graphs.

Sensors (Basel, Switzerland)·2026
Ver todos los artículos relacionados

Video Experimental Relacionado

Updated: Feb 14, 2026

Author Spotlight: Microfluidic Channel-Based Soft Electrodes and Their Application in Capacitive Pressure Sensing
05:57

Author Spotlight: Microfluidic Channel-Based Soft Electrodes and Their Application in Capacitive Pressure Sensing

Published on: March 17, 2023

4.4K

Predicción de la Estabilidad del Etanol en la Leche Cruda mediante Sensores Lógicos Basados en Datos

Song Shen1, Xiaodong Song2, Haohan Ding1,3

  • 1School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China.

Sensors (Basel, Switzerland)
|February 13, 2026
PubMed
Resumen
Este resumen es generado por máquina.

Un nuevo modelo de sensor lógico predice la estabilidad del etanol en la leche cruda utilizando indicadores de calidad de rutina. Este método no destructivo mejora el monitoreo de la calidad de los productos lácteos y las evaluaciones de idoneidad para el procesamiento térmico.

Palabras clave:
modelo de difusiónestabilidad del etanolleche crudasensor lógicodatos desequilibrados

Más Videos Relacionados

Experimental and Data Analysis Workflow for Soft Matter Nanoindentation
13:04

Experimental and Data Analysis Workflow for Soft Matter Nanoindentation

Published on: January 18, 2022

4.9K
Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis
07:11

Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis

Published on: November 10, 2023

3.3K

Videos de Experimentos Relacionados

Last Updated: Feb 14, 2026

Author Spotlight: Microfluidic Channel-Based Soft Electrodes and Their Application in Capacitive Pressure Sensing
05:57

Author Spotlight: Microfluidic Channel-Based Soft Electrodes and Their Application in Capacitive Pressure Sensing

Published on: March 17, 2023

4.4K
Experimental and Data Analysis Workflow for Soft Matter Nanoindentation
13:04

Experimental and Data Analysis Workflow for Soft Matter Nanoindentation

Published on: January 18, 2022

4.9K
Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis
07:11

Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis

Published on: November 10, 2023

3.3K

Área de la Ciencia:

  • Ciencia de los Lácteos
  • Control de Calidad de Alimentos
  • Aplicaciones de Aprendizaje Automático

Sus antecedentes:

  • La estabilidad del etanol es crucial para la calidad de la leche cruda y la idoneidad para el procesamiento térmico.
  • Los métodos de prueba tradicionales son destructivos y no son adecuados para aplicaciones a escala industrial.
  • El análisis de composición de rutina (proteínas, grasas, lactosa) ofrece potencial para la predicción no destructiva.

Objetivo del estudio:

  • Desarrollar un modelo de sensor lógico no destructivo para predecir la estabilidad del etanol en la leche cruda.
  • Aprovechar los indicadores de entrada de leche cruda monitoreados comúnmente para esta predicción.
  • Mejorar la eficiencia y aplicabilidad de las pruebas de estabilidad del etanol en entornos industriales.

Principales métodos:

  • Se utilizó un autoencoder para el análisis de correlación de características y la selección de variables.
  • Se empleó TabNet para construir el modelo de clasificación de la estabilidad del etanol.
  • Se implementó una técnica de generación de datos basada en TabDDPM para abordar el desequilibrio de clases.

Principales resultados:

  • El modelo de sensor lógico desarrollado logró una precisión del 92,57% en la predicción de la estabilidad del etanol.
  • El modelo demostró un recall del 90,26% en la identificación de muestras de leche cruda con estabilidad de etanol inestable.
  • El modelo se entrenó y validó con datos de leche cruda industrial de tres años.

Conclusiones:

  • El modelo de sensor lógico muestra un potencial significativo para aplicaciones de ingeniería práctica en el monitoreo de la calidad de los productos lácteos.
  • Este enfoque no destructivo ofrece una alternativa viable a los métodos de prueba destructivos tradicionales.
  • El estudio destaca la efectividad del aprendizaje automático en la predicción de parámetros críticos de calidad de la leche cruda.