基于人工智能的海上油田生产系统故障预测模型研究

Key Points

• The aim is to improve the accuracy and timeliness of fault prediction in offshore oil field production systems using AI technologies.
• Overview of offshore oil field production systems.
• Application of artificial intelligence in fault prediction.
• Model construction involving data collection, preprocessing, and feature engineering.
• Model selection, training, and evaluation.
• Enhanced prediction accuracy and timeliness of fault occurrences.
• Improved safety and stability in offshore production operations.