Evolutionary-assisted reinforcement learning for reservoir real-time …
to train the optimal policy for the given real-time production optimization problem. 12. Soft actor critic (SAC) (Haarnoja et al. 2018) is a state-of-the-art DRL algorithm, which has been . 13.
اقرأ أكثر
Optimization of Well Placement in Real-Time Production Optimization …
Request PDF | Optimization of Well Placement in Real-Time Production Optimization of Intelligent Fields with Use of Local and Global Methods | With recent advances in technology and because of its ...
اقرأ أكثر
Nano-Si for On-Demand H2 Production: Optimization of …
Hydrogen (H2 ), the most abundant element in the universe, has the potential to address the challenges of energy security and climate change. However, due to the lack of a safe and efficient method for storing and delivering hydrogen, its practical application is still in its infancy stages. To overcome this challenge, a promising solution …
اقرأ أكثر
(PDF) Production Optimization and Corporate Productivity …
Production optimization is a required process in any manufacturing sectors; it involve challenges that manifested in form of seasonal variations, size of market, unpredictable circumstances ...
اقرأ أكثر
Reservoir Production Management With Bayesian Optimization…
Ensemble-based optimization has recently received great attention as a potentially powerful technique for life-cycle production optimization, which is a crucial element of reservoir management.
اقرأ أكثر
Production optimization in the time of pandemic: an SIS …
The COVID-19 pandemic wreaks havoc in supply chains by reducing the production capacity of some essential suppliers, closure of production facilities or the absence of infected workers. ... Production optimization in the time of pandemic: an SIS-based optimal control model with protection effort and cost minimization Ann Oper Res. 2023 …
اقرأ أكثر
The Complexities of Production Optimization | by Diogo …
Cost variations in production, encompassing fixed and variable costs as well as economies of scale and time-dependent expenses, present a challenging but crucial aspect of production optimization.
اقرأ أكثر
[PDF] Real Time Production Optimization of Offshore Oil …
The information flow used for optimization of an offshore oil production plant is described. The elements in this description include data acquisition, data storage, processing facility model updating, well model updating, reservoir model updating, production planning, reservoir planning, and strategic planning. Methods for well allocation, gas lift and …
اقرأ أكثر
Production optimization using production history and time …
Abstract. This work proposes a method to use time-lapse seismic for production optimization. The field in the study is mature with 15 years of production history. Two legacy repeated seismic ...
اقرأ أكثر
Fast Real-Time Production Optimization for Integrated
Download Citation | Fast Real-Time Production Optimization for Integrated Asset Modelling Using Mixed-Integer Non-Linear Programming in Julia Language | This study proposes a method for integrated ...
اقرأ أكثر
Process Optimization in Manufacturing: Tips for Better …
Process mapping. One key aspect of process optimization is identifying and eliminating bottlenecks, which are any points in the manufacturing process that limit the overall …
اقرأ أكثر
Process Optimization in Manufacturing: Tips for Better …
Process optimization in manufacturing is the practice of systematically improving the efficiency, quality, and profitability of production processes. The goal of process optimization is to reduce waste, increase output, and enhance product quality while minimizing costs and lead times. Manufacturing processes are complex and often involve ...
اقرأ أكثر
Transforming manufacturing with digital twins | McKinsey
Optimization: Layering optimizer software on top of a digital simulation enables the digital twin to run millions of hypothetical production sequences and isolate the optimal sequences that maximize productive time. Although optimization approaches have been around for decades, recent advancements such as genetic algorithms, Baysien …
اقرأ أكثر
Production optimization in the time of pandemic: an SIS …
Request PDF | Production optimization in the time of pandemic: an SIS-based optimal control model with protection effort and cost minimization | The COVID-19 pandemic wreaks havoc in supply chains ...
اقرأ أكثر
JOINT INVERSION OF PRODUCTION AND TIME-LAPSE …
of production and time-lapse seismic data of the Norne field. Time-lapse seismic and production data of the Norne field is jointly inverted by varying the sensitive parameters identified in previous chapters and using different particle swarm optimizers. At first the time-lapse seismic surveys of the Norne field acquired in 2001
اقرأ أكثر
Production Optimization of an Active β-Galactosidase of …
To increase its production, three strategies were employed, including codon optimization, disulfide formation, and fusion with a Cherry tag, with Cherry-tag fusion being most effective. The culture medium of P. pastoris that expressed Cherry-tagged bG42-106 contained 24.4 U/mL of β -galactosidase activity, which is 14-fold greater than that ...
اقرأ أكثر
A crucial guide to Production Optimization
Let's explore the essential elements of the production optimization checklist: 1. Analyze Current Production Processes: Conduct a thorough assessment of existing processes to identify inefficiencies …
اقرأ أكثر
Bioethanol production optimization through machine …
Optimization of bioethanol production using the OD-MS algorithm is a new technique in predicting the results. It can be implemented on a lab scale and in industry. The novelty of this work is to predict the glucose and ethanol yield from the developed OD-MS algorithm using the given biomass characteristics and process conditions as input.
اقرأ أكثر
Optimization of Production: Literature Review | SpringerLink
The optimization of production is a part of continuous research given the importance of following the need of the market that is managed by the demand of customers, X Li (2021) [] explain that the manufacturing industry model has changed because of customer habits which varies over time without forgetting the influence of …
اقرأ أكثر
Spotfire | Production Optimization: Strategies for Enhanced …
Production optimization comprises a range of activities related to measuring, analyzing, modeling, prioritizing, and implementing actions to enhance productivity. Product optimization addresses these manufacturing problems: Slow production lines. Long pending work in progress. Separate workstations overwhelmed with work in progress.
اقرأ أكثر
Results of Real-Time Production Optimization of a
Real-time optimization will be demonstrated on a maturing North Sea off-shore gas production asset consisting of eight wells and two separator and compression trains.
اقرأ أكثر
Optimization Models of Production Planning Problems
Similarly, the use of optimization models for planning production over time has its origins in the work of Modigliani and Hohn ( 1955 ), although the roots of this work reach back to the activity-based economic models developed by economists such as Leontief and Koopmans (e.g., Koopmans et al. 1951 ). The area of sequencing and …
اقرأ أكثر
Alberta's Oilfield Optimization Experts
Increase production in your underperforming wells with safe, cost-effective microbial treatments. ... After a predetermined time, we'll analyze the results of the microbial treatment. Samples will be sent to our lab to confirm flow, pressure, and other microbial factors. ... 2020 ReNuu Production Optimization, Inc. Please see ...
اقرأ أكثر
Optimization of a weekly production plan with Python and …
In the previous articles, we were working in two dimensions, and our variable was the time spent working on each assembly line each day. This time we add one dimension, the order concerned by this variable. We have one main optimization variable x_qty and one slave variable x_time defined using the cycle_times dictionary. A tuple in …
اقرأ أكثر
A Comprehensive Workflow for Near Real Time Waterflood …
Once the model is complete and calibrated, a cutting-edge optimization algorithm is used to optimize the production-injection strategy based on this network of subsurface connections. Recommendations for adjustments in the production-injection strategies are proposed and model uncertainties are computed through a novel algorithm …
اقرأ أكثر
Multi-objective production scheduling optimization and
In the practical production of complex aerospace components, production scheduling optimization plays an important role in achieving cost savings and energy reduction for a range of existing problems, such as cumbersome process design, difficult real-time scheduling adjustment, inefficient quality data testing, and complex …
اقرأ أكثر
Nano-Si for On-Demand H2 Production: Optimization of …
Nano-Si for On-Demand H 2 Production: Optimization of Yield and Real-Time Visualization of Si─H 2 O Reaction Using Liquid-Phase Transmission Electron Microscopy Small. 2023 Dec 10: ... (Si) powders. The method offers instantaneous production of H 2, yielding a volume of 1.3 L per gram of Si at room temperature.
اقرأ أكثر
An optimization model for monthly time-step drilling …
The field production profile over the yearly horizon is planned for a balance between economy, security, and sustainability of energy. An optimal drilling schedule is required to achieve the planned production profile with minimized drilling frequency and summation. In this study, we treat each possible production process of each well as a dependent time …
اقرأ أكثر
Performance evaluation and energy production optimization …
This paper presents a computational tool for the real-time evaluation and optimization of production in a hydro plant. It is shown that a detailed modeling of the hydropower production function using the Hill chart method gives errors of the same order of magnitude as those obtained with ultrasonic flow meters, whose costs are on the order …
اقرأ أكثر
Production performance optimization of water-enhanced …
The effective time-averaged volume reflects the thermal recovery rate and fracture effective utilization time, aiding in the optimization of operating parameters. This index also evaluates system economy and reservoir effectiveness, guiding engineering production decisions. ... When the production time is 45 years and K P equals 30 D, …
اقرأ أكثر