The Future of Oil and Gas: How Digital Twins are Revolutionizing the Energy Industry
Advances in technology and data are driving a revolution in the oil and gas industry.
Digital twins—a digital representation of a component, asset, process, or system—are at the forefront of this change, allowing businesses to gain real-time insights from data collected from connected assets and processes. This technology is already having a profound impact on the energy sector and will shape its future for years to come.
But how exactly are digital twins set to revolutionize the energy industry? What benefits can they bring?
These are the questions we’ll be exploring in this blog. We’ll look at how digital twins can be used to improve asset management and maintenance, increase efficiency, reduce costs and emissions, and create smarter energy systems.
What Are Digital Twins?
Digital twins are virtual models of physical assets that are designed to accurately reflect their performance and behavior in real-time.
Digital twins are created by combining data from onsite sensors, engineering data, simulation models, and machine learning algorithms. The result is a replicable, virtual representation of an asset or system.
These digital twins can be used to monitor, predict, and optimize performance in real-time allowing energy companies to take a proactive approach to managing their assets and operations.
Digital Twins vs. Simulations.
Digital twins are often confused with simulations due to their obvious similarities. However, there are key differences between the two concepts:
1. Scale: Simulations tend to focus on single processes (e.g., a drilling a well) while digital twins are designed to cover entire systems (e.g., an oil and gas field). As a result, digital twins can be used to run multiple simulations.
2. Directionality: Simulations are based on a unidirectional flow of information—historical data is used to make predictions about the future. Digital twins, on the other hand, use bidirectional loops of information in order to monitor and improve performance in real-time.
3. Data: Simulations use pre-defined data sets, while digital twins are built on real-time data from connected assets.
What Kinds of Digital Twins Are There?
Not all digital twins are the same. Different digital twins are designed for different purposes and different levels of complexity.
Generally, there are four types of digital twins:
1. Component Twins (e.g., a valve) 2. Asset Twins (e.g., a platform) 3. System Twins (e.g., a well) 4. Process Twins (e.g., a field)
As you move up this hierarchy, the complexity of the digital twin increases. As a result, the level of insight and real-time control that can be achieved also increases.
How Can Digital Twins Benefit the Energy Industry?
The use of digital twins in the energy industry is still in its infancy. However, the potential benefits are already becoming clear:
1. Improved Asset Performance
Digital twins offer powerful capabilities for asset performance analysis. By leveraging them to monitor activities in real-time, organizations can extend the lifespan of their assets and minimize downtime.
Smart insights gathered through digital twin technology can equip asset managers and maintainers with the tools necessary to proactively assess structure and system health at any point in the lifecycle.
Predictive analytics based on digital twins provide useful forecasts, allowing teams to take appropriate measures to prevent disruptions and further optimize assets over time. As a result, this real-time visibility enables smooth operations and concrete cost savings that positively impact a business’s bottom line.
2. Increased Efficiency
Gone are the days of wasting precious resources. Digital twins allow businesses to gain access to near-real time data and analytics to inform better decisions.
Put simply: a digital twin ensures that you have access to relevant and timely information necessary for decision-making based on up-to-date data derived from operational activities. This high-level of visibility enables organizations to identify areas of improvement and act before it’s too late.
3. Reduced Costs & Emissions
Digital twins offer operators significant potential to improve sustainability and cost-effectiveness.
These innovative tools optimize energy usage, leading to reductions in operational costs. Digital twins also allow for closer oversight of emissions, supporting long looming environmental goals within the energy sector.
The efficiency gains enabled by digital twins help all of us become stewards of sustainability and should be leveraged to build a greener energy economy.
4. Smarter Energy Systems
Digital twins offer a huge benefit in terms of energy systems integration—namely increased levels of intelligence and agility. This can make everything from grid control to network configuration much simpler, thus improving overall system efficiency.
One example of this optimization includes predictive demand response models for electricity flow management, which use digital twins to anticipate peak usage periods and adjust output accordingly. It's also possible to utilize such twins for enhanced machine diagnostics, to gain a better understanding of how to steer systems towards ideal performance criteria.
Getting Started with Digital Twins
Digital twins have the potential to revolutionize the energy industry but understanding where and how to get started is not always easy.
The best first step to take is to assess your organization’s current needs and capabilities to create a roadmap for digital twin adoption. This should include a thorough analysis of existing physical assets, the data collected from them and their potential for integration with digital twins.
Once these factors are accounted for, the next step is to find an experienced partner to help you create, configure, and deploy digital twins. This partner should have the right combination of technical expertise and industry experience to ensure that your implementation is up to date with the latest industry standards and best practices.
At GDDM, we are at the forefront of the energy industry’s adoption of digital twins. We’ve worked with many energy companies, helping them leverage digital twins to improve asset performance and maximize efficiency, all while reducing costs and emissions.
Future Proof Your Energy Operations with Digital Twins
Digital twins are revolutionizing the way energy companies manage their assets and operations. By leveraging real-time data, digital twins enable more precise decision-making and improved asset performance—ultimately leading to lower costs, reduced emissions, and smarter energy systems.
The future of the energy industry lies in digital twins—so it’s time to start exploring what they can do for you.