%P 1-5 %T Machine Learning and Flow Assurance Issues %I Springer Nature %A C.B. Bavoh %A B. Lal %D 2023 %R 10.1007/978-3-031-24231-1₁ %O cited By 1 %L scholars19091 %J Machine Learning and Flow Assurance in Oil and Gas Production %X This chapter briefly discusses the main challenges facing the flow assur­ance related areas in the oil and gas industry. It also provide simple fundamental definitions to machine learning vocabulary to introduce to machine learning terms. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.