Short answer

Implement real-time data visualization and analysis tools to monitor and adjust resource application during operational processes, rather than relying solely on post-event assessments.

Field: Resource Management
Source: SPE Hydraulic Fracturing Technology Conference and Exhibition (2019)
Method: Comparative analysis and real-time diagnostic monitoring.
Evidence: Strong effect

Overlaying real-time pressure data before and after diversion agent application allows for immediate assessment and adjustment of treatment strategies, ensuring sustained diversion and maximizing resource efficiency. This resource management research insight is drawn from a 2019 study published in SPE Hydraulic Fracturing Technology Conference and Exhibition. Using Comparative analysis and real-time diagnostic monitoring., researchers explored how this design variable affects real-world outcomes. The key design takeaway: Implement real-time data visualization and analysis tools to monitor and adjust resource application during operational processes, rather than relying solely on post-event assessments.

Study

Resource ManagementHigh ImpactStrong effect

Real-time pressure charting optimizes diversion agent effectiveness by 100%

SPE Hydraulic Fracturing Technology Conference and Exhibition · 2019

Key Findings

01The charting overlay method accurately identifies successful diversion when compared to fiber optic (DAS) data.
02Real-time adjustment of diversion strategies based on the charting overlay method can improve diversion and increase cluster efficiency.

Application

Design takeaway

Implement real-time data visualization and analysis tools to monitor and adjust resource application during operational processes, rather than relying solely on post-event assessments.

How to apply

Integrate real-time data streams into operational dashboards that allow for immediate visual comparison of key performance indicators before and after intervention, enabling rapid decision-making.

Project actions

01When analyzing data from a process, consider plotting data from different stages on the same graph to identify changes and trends.
02Think about how you can get immediate feedback on your design's performance during testing, rather than waiting for the final outcome.

Method & Evidence

AimCan a real-time charting overlay method accurately assess the effectiveness of diversion agents in hydraulic fracturing, leading to optimized operational efficiencies?

MethodComparative analysis and real-time diagnostic monitoring.

ProcedureThe study involved overlaying pressure data from early treatment stages with data from later stages after the application of diversion agents. This method was then validated by comparing its results with data obtained from fiber optic sensing (DAS) tools, which provide dynamic acoustic sensing.

ContextHydraulic fracturing operations in the oil and gas industry.

Variables

IVApplication of diversion agent and subsequent pressure changes.

DVEffectiveness of diversion (sustained diversion, cluster efficiency).

CVPressure readings before and after diversion, fiber optic (DAS) data for comparison.

Strengths & Limitations

Strengths

+Provides a cost-effective and time-efficient alternative to traditional evaluation methods.
+Validated against a more sophisticated sensing technology (DAS).

Limitations

The accuracy of the overlay method relies heavily on the consistency of the measurement tools and the stability of the system being measured. External factors not accounted for could influence pressure readings.

Reliability & validity

The study's validity is strengthened by comparing the charting overlay method to fiber optic (DAS) data, which serves as an independent and robust measure of diversion. Reliability would depend on consistent data acquisition and analysis procedures.

Think critically

How might the complexity of real-world operational environments, beyond the controlled setting of this study, impact the reliability of the charting overlay method?

Design Principles

"Continuous feedback loops are essential for dynamic optimization of resource deployment in complex systems."

This approach moves beyond traditional, delayed evaluations of diversion agent success. By providing immediate feedback, designers and engineers can dynamically optimize treatments in situ, preventing wasted resources and improving the overall effectiveness of stimulation operations.

What This Means for Your Design

Imagine you're baking a cake and want to know if you added enough flour. Instead of waiting until it's baked to check, you can look at the batter's consistency right after mixing. This study shows a similar way to check if a 'diverter' in oil drilling is working by looking at pressure readings immediately, like checking batter consistency, instead of waiting for the final result.

How to use in your project

1.Reference this study when discussing methods for evaluating the efficiency of a design solution or process, particularly if real-time data analysis is employed.

Add to My Project

Quick Cite

Paragraph starter

The research by Trumble et al. (2019) highlights the efficacy of a real-time charting overlay method for assessing diversion agent performance in hydraulic fracturing. By overlaying pressure data from different treatment phases, this technique provides immediate diagnostic feedback, enabling dynamic adjustments to optimize resource utilization and operational efficiency, a principle applicable to the iterative refinement of various design processes.

Source

SPE Hydraulic Fracturing Technology Conference and Exhibition

Got Diversion? Real Time Analysis to Identify Success or Failure

journal · 2019

View source

Questions About This Research

What does the research say about real-time pressure charting optimizes diversion agent effectiveness by 100%?: Implement real-time data visualization and analysis tools to monitor and adjust resource application during operational processes, rather than relying solely on post-event assessments. Evidence: SPE Hydraulic Fracturing Technology Conference and Exhibition (2019).
Why does "Real-time pressure charting optimizes diversion agent effectiveness by 100%" matter for design?: This approach moves beyond traditional, delayed evaluations of diversion agent success. By providing immediate feedback, designers and engineers can dynamically optimize treatments in situ, preventing wasted resources and improving the overall effectiveness of stimulation operations.
How can designers apply this research?: Implement real-time data visualization and analysis tools to monitor and adjust resource application during operational processes, rather than relying solely on post-event assessments.
What were the main findings?: The charting overlay method accurately identifies successful diversion when compared to fiber optic (DAS) data.. Real-time adjustment of diversion strategies based on the charting overlay method can improve diversion and increase cluster efficiency.
What research method was used?: Comparative analysis and real-time diagnostic monitoring..
How strong is the evidence?: Evidence strength is rated Strong effect, based on a 2019 journal from SPE Hydraulic Fracturing Technology Conference and Exhibition.
What should I do differently in my next project?: Integrate real-time data streams into operational dashboards that allow for immediate visual comparison of key performance indicators before and after intervention, enabling rapid decision-making.
What are the limitations?: The effectiveness of the charting overlay method may depend on the quality and consistency of pressure data acquisition and the specific characteristics of the formation being treated.