Advanced sensor technology, known as electronic noses (e-noses), is increasingly replacing static expiration dates by providing real-time, objective assessments of food freshness. These systems detect volatile organic compounds (VOCs) released during microbial growth, identifying spoilage before it becomes perceptible to human senses.

Technology Fundamentals and Sensor Types

E-noses operate using arrays of chemical sensors that react to specific VOCs associated with decay:

These sensor arrays generate unique composite response patterns (“fingerprints”) for different spoilage states. Machine learning algorithms compare these patterns against databases of known spoilage profiles to determine freshness.

Data Processing and Machine Learning

Accurate spoilage detection requires sophisticat

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