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- Title
FPGA-based downhole real-time inversion of petrophysical information for NMR-LWD tools with periodic thermal management.
- Authors
Fan, Chenguang; Li, Muyao; Liu, Wenzhong; Cheng, Jingjing
- Abstract
In this brief, a real-time inversion of petrophysical information in downhole firmware for nuclear magnetic resonance logging while drilling (NMR-LWD) based on a field-programmable gate array (FPGA) is proposed. Firstly, the inverse problem is introduced, the nonnegative least-squares (NNLS) problem is modeled and solved by the accelerated projected gradient descent (APGD) algorithm. Secondly, the efficient architecture for the APGD accelerator based on look-up tables (LUTs) is used in Intel's 10M50 FPGA. Finally, a software cooling method based on a multi-core structure and periodic thermal management technology is deployed. The proposed scheme is applied to NMR-LWD, the effectiveness and feasibility of the proposed scheme are verified experimentally.
- Subjects
INTEL Corp.; NUCLEAR magnetic resonance; COMPUTER firmware; GATE array circuits; INVERSE problems
- Publication
Journal of Supercomputing, 2024, Vol 80, Issue 7, p9640
- ISSN
0920-8542
- Publication type
Article
- DOI
10.1007/s11227-023-05827-7