please write an abstract for this topic (Collection System condition assessment by using Artificial Intelligence and Machine learning methodologies).
Abstract must contain Introduction, Background, Methodology, and results.
Category: abstract
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Title: “Enhancing Collection System Condition Assessment through Artificial Intelligence and Machine Learning Methodologies” Introduction: Collection systems play a critical role in managing and transporting wastewater and stormwater, ensuring the health and safety of communities. However, due to aging infrastructure