Method for analyzing data having shared and distinct properties
A technology of characteristics and data sets, applied in the fields of electrical/magnetic detection, material analysis, material analysis through resonance, etc. for logging records, which can solve problems such as suboptimal measurement accuracy
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[0021] Today, an increasing number of complex NMR logging tools with multiple sensors and more complex capture sequences require new and improved inversion algorithms. The problem of combining different measurements to provide more solutions or increase reliability requires careful attention.
[0022] The most direct borehole NMR capture is a single echo train measured with a CPMG sequence (usually forming phase-alternating pairs or PAPs to address rings). This data was inverted into an amplitude distribution with respect to the transverse relaxation time T2. The problem can be written as: echo = Kernel * solution, where "echo" denotes the measured echo, "solution" is the amplitude distribution, and "Kernel" is the measured kernel matrix. The kernel includes the responses of the individual components in the amplitude distribution scaled to 1. The equation describes the measurement as a superposition of the proportional individual component responses.
[0023] If two measure...
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