# Oil and Gas Production Techniques

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/oil-and-gas-production-techniques/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on the application of various diagnostic techniques, including machine learning, fault diagnosis, and predictive maintenance, in oil wells. The topics covered include artificial lift systems, electric submersible pumps, sucker rod pumping, progressing cavity pumps, and energy-saving strategies. |
| Domain | Physical Sciences |
| Field | Engineering |
| OpenAlex ID | t13050 |
| Works | 14 |

## Topic papers all

- [Time-series well performance prediction based on Long Short-Term Memory (LSTM) neural network model](https://scholariq.org/papers/time-series-well-performance-prediction-based-on-long-short-term-memory-lstm/)
- [Pump as turbine cavitation performance for both conventional and reverse operating modes: A review](https://scholariq.org/papers/pump-as-turbine-cavitation-performance-for-both-conventional-and-reverse/)
- [Numerical simulation and experimental study of transient characteristics in an axial flow pump during start-up](https://scholariq.org/papers/numerical-simulation-and-experimental-study-of-transient-characteristics-in-an/)
- [A reinforcement learning approach for waterflooding optimization in petroleum reservoirs](https://scholariq.org/papers/a-reinforcement-learning-approach-for-waterflooding-optimization-in-petroleum/)
- [Detection of small leakage from long transportation pipeline with complex noise](https://scholariq.org/papers/detection-of-small-leakage-from-long-transportation-pipeline-with-complex-noise/)
- [Modeling and Numerical Implementation of Managed-Pressure-Drilling Systems for the Assessment of Pressure-Control Systems](https://scholariq.org/papers/modeling-and-numerical-implementation-of-managed-pressure-drilling-systems-for/)
- [Advanced Signal Processing Based Condition Monitoring of PMSM for Stator-inter Turn Fault](https://scholariq.org/papers/advanced-signal-processing-based-condition-monitoring-of-pmsm-for-stator-inter/)
- [A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources](https://scholariq.org/papers/a-hybrid-cnn-lstm-model-for-predicting-energy-consumption-and-production-across/)
- [Artificial intelligence based-improving reservoir management: An Attention-Guided Fusion Model for predicting injector–producer connectivity](https://scholariq.org/papers/artificial-intelligence-based-improving-reservoir-management-an-attention-guided/)
- [Towards a Novel Approach to Consider Casing Wear in Well Designs](https://scholariq.org/papers/towards-a-novel-approach-to-consider-casing-wear-in-well-designs/)
- [A Model Identification Forensics Approach for Signal-Based Condition Monitoring](https://scholariq.org/papers/a-model-identification-forensics-approach-for-signal-based-condition-monitoring/)
- [Analysis of Dynamometric Maps of Various States of Operation of the RBPU](https://scholariq.org/papers/analysis-of-dynamometric-maps-of-various-states-of-operation-of-the-rbpu/)
- [Methods for Monitoring and Diagnosing the State of Sucker-rod Pumping Equipment](https://scholariq.org/papers/methods-for-monitoring-and-diagnosing-the-state-of-sucker-rod-pumping-equipment/)
- [ANALYSIS OF DYNAMOMETRIC MAPS OF VARIOUS STATES OF OPERATION OF THE ROD BOREHOLE PUMPING UNIT](https://scholariq.org/papers/analysis-of-dynamometric-maps-of-various-states-of-operation-of-the-rod-borehole/)

## Topic primary papers

- [Methods for Monitoring and Diagnosing the State of Sucker-rod Pumping Equipment](https://scholariq.org/papers/methods-for-monitoring-and-diagnosing-the-state-of-sucker-rod-pumping-equipment/)
- [ANALYSIS OF DYNAMOMETRIC MAPS OF VARIOUS STATES OF OPERATION OF THE ROD BOREHOLE PUMPING UNIT](https://scholariq.org/papers/analysis-of-dynamometric-maps-of-various-states-of-operation-of-the-rod-borehole/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.