Tag: Reservoir

Photonic Reservoir Computing Optical Recurrent Neural Networks


Free Download Photonic Reservoir Computing: Optical Recurrent Neural Networks
English | 2019 | ISBN: 3110582007 | 277 Pages | EPUB (True) | 29 MB
Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.

(more…)

Ultradeep Carbonate Gas Reservoirs Reservoir Characteristics and Percolation Mechanism (2024)


Free Download Ultradeep Carbonate Gas Reservoirs: Reservoir Characteristics and Percolation Mechanism by Lu Wang
English | EPUB (True) | 2023 | 335 Pages | ISBN : 9811997071 | 113.1 MB
This book provides a systematical investigation on the reservoir characteristics and percolation mechanism of ultradeep carbonate gas reservoirs, including reservoir characteristics and classification, gas storage and percolation capacities, gas-phase and gas-water two-phase percolation mechanism, microscale complex gas-water relationship, reservoir sensitivity characteristics, and gas production characteristics of heterogeneous carbonate reservoirs. Some advanced and improved experimental techniques and analytical methods are introduced and applied, including comprehensive evaluation technique of storage and percolation capacities, ultra-high temperature and pressure physical simulation experiment technique, microscopic visualization technique based on CT scanning and microelectronics lithography, and physical simulation technique for heterogeneous reservoir development. In addition, it summarizes strategies for the efficient development of ultradeep carbonate gas reservoirs based on these theoretical research results. The key techniques and methods introduced in this monograph satisfy the need for efficient development of ultradeep carbonate gas reservoirs and provide theoretical basis and methodological value for investigations on similar gas reservoirs. This book serves as a reference for engineering technical professionals, researchers, and graduate students who are engaged in the exploration and development of carbonate gas reservoirs.

(more…)

Fundamentals of Coalbed Methane Reservoir Engineering


Free Download John Seidle, "Fundamentals of Coalbed Methane Reservoir Engineering"
English | 2011 | ISBN: 1593700016 | PDF | pages: 415 | 43.4 mb
Author John Seidle has written this much-needed introduction to a unique unconventional gas resource for students and practicing engineers as well as a basic handbook for those who are involved in coalbed methane on a daily basis and require straightforward, practical answers in the fast-paced business world.

(more…)

Petroleum Reservoir Fluid Property Correlations


Free Download William D. McCain Jr., John P. Spivey, Christopher P. Lenn, "Petroleum Reservoir Fluid Property Correlations"
English | 2010 | ISBN: 159370187X | PDF | pages: 232 | 19.2 mb
Large sets of petroleum fluid data exist for the various reservoir conditions and properties that occur in practice.

(more…)