Kinetics, thermodynamics, and active neuro-fuzzy inference system models for assessing oxidative stability and shelf life in fermented sausages

Due to health concern of nitrite in meat products, probiotic fermented sausage has reported for bio decontamination of nitrite. As nitrite play role in the oxidative stability of meat products, in this study we examined oxidation parameters in probiotic and commercial starter culture-formulated fermented and non-fermented sausages over 45 days at 4, 9, and 22 °C. Fermented samples had lower oxidation levels than controls. The first-order rate constant model revealed that fermented sausages required more activation energy for oxidation. All samples exhibited a significant increase in oxidation parameters during the storage period. Notably, the fermented sausage demonstrated lower oxidation. Shelf life of the samples was increased to 58-60. Over the 45-day storage period at the various temperatures, the overall acceptability of the samples remained consistently high at 4 °C. This study explores kinetic models in fermented sausages. It assesses oxidative indices using ANFIS models, focusing on bacterial concentration, storage time, and temperature.

Authors

Institutions

Publication Details

Journal
Food Chemistry X
Published
2025-12-01
DOI
https://doi.org/10.1016/j.fochx.2025.103323
Primary Topic
Meat and Animal Product Quality
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Kinetics, thermodynamics, and active neuro-fuzzy inference system models for assessing oxidative stability and shelf life in fermented sausages

Hedayat Hosseini, Kianoush Khosravi‐Darani, Nader Karimian-Khosroshahi, Keyvan Aeini et al.
Food Chemistry X
Meat and Animal Product Quality
article

Kinetics, thermodynamics, and active neuro-fuzzy inference system models for assessing oxidative stability and shelf life in fermented sausages

Hedayat Hosseini, Kianoush Khosravi‐Darani, Nader Karimian-Khosroshahi, Keyvan Aeini, Abdorreza Mohammadi, Samaneh Nabizadehh
article en

Abstract

Due to health concern of nitrite in meat products, probiotic fermented sausage has reported for bio decontamination of nitrite. As nitrite play role in the oxidative stability of meat products, in this study we examined oxidation parameters in probiotic and commercial starter culture-formulated fermented and non-fermented sausages over 45 days at 4, 9, and 22 °C. Fermented samples had lower oxidation levels than controls. The first-order rate constant model revealed that fermented sausages required more activation energy for oxidation. All samples exhibited a significant increase in oxidation parameters during the storage period. Notably, the fermented sausage demonstrated lower oxidation. Shelf life of the samples was increased to 58-60. Over the 45-day storage period at the various temperatures, the overall acceptability of the samples remained consistently high at 4 °C. This study explores kinetic models in fermented sausages. It assesses oxidative indices using ANFIS models, focusing on bacterial concentration, storage time, and temperature.

Food Chemistry XVol. 32
National Nutrition and Food Technology Research Institute (IR), Shahid Beheshti University of Medical Sciences (IR)
Openalex Percentile: Top 56%
Meat and Animal Product Quality
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.