Peng Zhang from Katy, TX, age 50

Systems And Methods For Forecasting Well Productivity
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US Patent:

20210010351, Jan 14, 2021
Filed:

Jul 11, 2019
Appl. No.:

16/509216
Inventors:

- Houston TX, US
Youli MAO - Houston TX, US
Dwight FULTON - Cypress TX, US
Jianfu MA - Pearland TX, US
Peng ZHANG - Houston TX, US
Assignee:

HALLIBURTON ENERGY SERVICES, INC. - Houston TX
International Classification:

E21B 41/00
G06Q 10/06
G06Q 50/02
G06N 20/00
G06N 3/08
Abstract:

Disclosed are systems and methods for obtaining an input sequence of input data features associated with a well for at least one time stamp during a period of time including well production rates for the well and well operation constraints for the well, dividing the input data features into a training data subset, a validation data subset, and a test data subset, building a well production model for the well using machine learning based on the training data subset, the validation data subset, and the test data subset, and generating a forecast for the well for a future period of time using the well production model, the forecast comprising a future well production rate for the well including at least one of an oil rate, a gas rate, and a water rate.

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Name / Title

Company / Classification

Phones & Addresses

Peng Zhang
Director

America Green Momc Hotel Management Holding Corporation

11900 Shadow Crk Pkwy, Pearland, TX 77584

Peng Zhang
President, Manager

AMERICA GREEN MOMC HOTEL MANAGEMENT (HOUSTON), LLC

11233 Shadow Crk Pkwy, Pearland, TX 77584
11900 Shadow Crk Pkwy, Pearland, TX 77584

Peng Zhang
M

U.S.A. Gangye Valve Group LLC

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An Alternative to AntibioticsInstead of resorting to antibiotics, which no longer work against some bacteria like MRSA, we use photosensitizers, mostly dye molecules, that become excited when illuminated with light, Peng Zhang, Ph.D., says. Then, the photosensitizers convert oxygen into reactive
Date: Aug 20, 2018
Category: Headlines
Source: Google

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"Instead of resorting to antibiotics, which no longer work against some bacteria like MRSA, we use photosensitizers, mostly dye molecules, that become excited when illuminated with light," Peng Zhang, Ph.D., says. "Then, the photosensitizers convert oxygen into reactive oxygen species that attack th
Date: Aug 19, 2018
Category: Headlines
Source: Google

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"Our technique offers a new degree of freedom for controlling the flow of acoustic energy at will," explained Peng Zhang, lead researcher from US Department of Energy (DOE)'s Lawrence Berkeley National Laboratory (Berkeley Lab).
Date: Aug 05, 2014
Category: Sci/Tech
Source: Google

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ngineering Center, is the corresponding author of a paper describing this work in Physical Review Letters (PRL). The paper is titled Space-time crystals of trapped ions. Co-authoring this paper were Tongcang Li, Zhe-Xuan Gong, Zhang-Qi Yin, Haitao Quan, Xiaobo Yin, Peng Zhang and Luming Duan.
Date: Sep 25, 2012
Category: Sci/Tech
Source: Google

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and Engineering Center, is the corresponding author of a paper describing this work in Physical Review Letters (PRL). The paper is titled "Space-time crystals of trapped ions." Co-authoring this paper were Tongcang Li, Zhe-Xuan Gong, Zhang-Qi Yin, Haitao Quan, Xiaobo Yin, Peng Zhang and Luming Duan.Peng Zhang, another co-author and member of Zhang's research group, notes that a space-time crystal might also be used to store and transfer quantum information across different rotational states in both space and time. Space-time crystals may also find analogues in other physical systems beyond tra
Date: Sep 24, 2012
Category: Sci/Tech
Source: Google