Claims
- 1. A method of logging a well, comprising the steps of:a) generating a substantially axisymmetric static magnetic field into a formation traversed by a wellbore; b) generating an oscillating magnetic field into the formation; c) detecting nuclear magnetic resonance signals from the formation; d) providing a signal processor in the wellbore; and, e) with the signal processor, computing a distribution of spin—spin relaxation times from the detected signals.
- 2. The method of claim 1 further comprising the step of transmitting the distribution of spin—spin relaxation times to a surface of the wellbore.
- 3. The method of claim 1 further comprising the steps of applying a sequence of RF magnetic field pulses to the formation, and utilizing the distribution of spin—spin relaxation times to determine an optimal length of time each pulse is applied to the formation.
- 4. The method of claim 1 further comprising the step of detecting a plurality of signals having a signal plus noise amplitude Aj, where Aj=∑i=1MXjiai+ηj,where ηj is noise in the signal, ai is the amplitude of the spin—spin relaxation times taken at T2,i, Xji=exp(-j Δ tT2i)(1-exp(-twcT2i))represents elements of matrix X, where tw is the wait time and c is a constant, Δt is the echo spacing, and j=1,2, . . . N, where N is the number of echoes collected in a single pulse sequence.
- 5. The method of claim 4 wherein the signal plus noise amplitude {right arrow over (A)}=X{right arrow over (a)}+{right arrow over (η)} and further comprising the step of approximating {right arrow over (a)} under a constraint that {right arrow over (a)}≧0.
- 6. The method of claim 5 further comprising the step of determining a minimum of the functional Jλ=∥{right arrow over (A)}−X{right arrow over (a)}∥2.
- 7. The method of claim 5 further comprising the steps of selecting a regularization parameter, λ, and determining a minimum of the functional Jλ({right arrow over (a)})=∥{right arrow over (A)}−X{right arrow over (a)}∥2+λ∥{right arrow over (a)}∥2.
- 8. The method of claim 6 further comprising the step of minimizing the functional using a Conjugated Gradient Projection algorithm.
- 9. The method of claim 7 further comprising the step of minimizing the functional using a Conjugated Gradient Projection algorithm.
- 10. The method of claim 1 further comprising the steps of applying a sequence of RF magnetic field pulses to the formation, and utilizing the distribution of spin—spin relaxation times to select an optimal operating frequency.
- 11. The method of claim 1 further comprising the steps of applying a sequence of RF magnetic field pulses to the formation, and utilizing the distribution of spin—spin relaxation times to maintain a substantially constant depth of investigation in the formation.
- 12. An apparatus for determining a nuclear magnetic resonance property in an investigation region of earth formations surrounding a borehole, comprising:a) means for generating a substantially axisymmetric static magnetic field into a formation traversed by a wellbore; b) means for generating an oscillating magnetic field into the formation; c) means for detecting nuclear magnetic resonance signals from the formation; and, d) located in the wellbore, means for computing a distribution of spin—spin relaxation times from the detected signals.
- 13. The apparatus of claim 12 further comprising means for transmitting the distribution of spin—spin relaxation times to a surface of the wellbore.
- 14. The apparatus of claim 12 further comprising means for applying a sequence of magnetic field pulses to the formation, and means for utilizing the distribution of spin—spin relaxation times to determine an optimal length of time each pulse is applied to the formation.
- 15. The apparatus of claim 12 further comprising means for applying a sequence of magnetic field pulses to the formation, and means for utilizing the distribution of spin—spin relaxation times to select an optimal operating frequency.
- 16. The apparatus of claim 15 further comprising means for applying a sequence of magnetic field pulses to the formation, and means for utilizing the distribution of spin—spin relaxation times to maintain a substantially constant depth of investigation in the formation.
- 17. The apparatus of claim 12 further comprising means for detecting a plurality of signals having a signal plus noise amplitude Aj, where Aj=∑i=1MXjiai+ηj,where ηj is noise in the signal, ai is the amplitude of the spin—spin relaxation times taken at T2,i, Xji=exp(-j Δ tT2i)(1-exp(-twcT2i))represents elements of matrix X, where tw is the wait time and c is a constant, Δt is the echo spacing, and j=1,2, . . . N, where N is the number of echoes collected in a single pulse sequence.
- 18. The apparatus of claim 17 wherein the signal plus noise amplitude {right arrow over (A)}=X{right arrow over (a)}+{right arrow over (η)} and further comprising means for approximating {right arrow over (a)} under a constraint that {right arrow over (a)}≧0.
- 19. The apparatus of claim 18 further comprising means for selecting a regularization parameter, λ, and determining a minimum of the functional Jλ({right arrow over (a)})=∥{right arrow over (A)}−X{right arrow over (a)}∥2+λ∥{right arrow over (a)}∥2.
- 20. The apparatus of claim 19 further comprising means for minimizing the functional using a Conjugated Gradient Projection algorithm.
- 21. The apparatus of claim 18 further comprising means for determining a minimum of the functional Jλ=∥{right arrow over (A)}−X{right arrow over (a)}∥2.
- 22. The apparatus of claim 21 further comprising means for minimizing the functional using a Conjugated Gradient Projection algorithm.
CROSS-REFERENCES
This is a continuation-in-part of U.S. patent application Ser. No. 09/033,965, filed Mar. 3, 1998.
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Continuation in Parts (1)
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Number |
Date |
Country |
Parent |
09/033965 |
Mar 1998 |
US |
Child |
09/187130 |
|
US |