M-Ary Telemetry Encoding for Downhole Pulse Rate Tradeoffs
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Solution Overview
Problem
MWD data transmission faces challenges with a tradeoff between data rate and pressure pulse magnitude, and varying signal-to-noise ratios due to different operating modes, as well as constraints on data packet size using conventional M-Ary encoding.
Innovation Solution
Implementing a system with a telemetry controller that adjusts pulse width and data rate through pulse overdrive and multi-baud rate encoding, utilizing machine learning models to optimize settings based on downhole and environmental conditions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Stress or pressure
If pulse width is increased to increase pressure pulse magnitude, then pressure pulse magnitude is improved, but data rate deteriorates
Solution Approach 1:
The system dynamically adjusts the pulse width based on operating conditions and signal quality requirements. The telemetry controller can modify pulse width in real-time to optimize between signal magnitude and data rate, making the system adaptable rather than fixed.
Solution Approach 2:
The invention changes the pulse width parameter to directly increase pressure pulse magnitude at the surface. By modifying this physical parameter, the system achieves stronger signal detection capability without changing the fundamental encoding scheme.
2Speed
If pulse width is decreased to increase data rate, then data rate is improved, but pressure pulse magnitude deteriorates
Solution Approach 1:
The system dynamically adjusts the pulse width based on operating conditions and signal quality requirements. The telemetry controller can modify pulse width in real-time to optimize between signal magnitude and data rate, making the system adaptable rather than fixed.
3Device complexity
If conventional M-Ary encoding is used to constrain data packet size, then device complexity is reduced, but quantity of information deteriorates
Solution Approach 1:
The invention modifies the data window parameter by dividing it into smaller time units. This parameter change allows more data to be packed into the same physical time window, increasing information capacity without requiring a completely new encoding scheme.
Data Source
AI summary
In one embodiment, a telemetry controller may be configured to operate in any suitable combination of modes including pulse overdrive, multi-baud rate encoding, and/or high-resolution M-Ary encoding. Further, in some embodiments, an artificial intelligence engine may generate one or more machine learning models trained to operate in any of the combination of modes based on one or more parameters (e.g., condition of a downhole device, condition of a telemetry channel, condition of a well in which the downhole device is disposed, weather condition, condition of another system, or some combination thereof).


