4D seismic monitoring using horizontal wells
– A synthetic case study from Troll by Eva Janská (formally: TU Delft, recently: Statoil) S. A. Petersen (Statoil), G. Toxopeus (Statoil)
Application of Ocean Bottom Seismometer in Studying Marine SeismicityJesse Hsia
Most of the world’s earthquakes take place in the Pacific Ring of Fire, and we are talking about 90% of all the seismic activities. Yet, we have explored only about 5% of Earth’s ocean. The summer program I took in 2009 in IONTU expanded my curiosity of the understanding of the fundamental processes deep in the planet earth’s interior. During my time in IONTU, the program about ocean provided me the aspects of intrigue and mystery. And the presentation I posted might just answer you “Why we should care?” and “What difference does it make?” and “So What?"
The glaciation of the North Sea Basin and its implications for Carbon Capture and Storage sites - presentation by Tom Bradwell (BGS/University of Stirling) at the UKCCSRC Glacistore meeting "Impact of glacial advances and retreats on the strata overlying prospective North Sea CO2 storage sites", 27 February 2015
Application of Ocean Bottom Seismometer in Studying Marine SeismicityJesse Hsia
Most of the world’s earthquakes take place in the Pacific Ring of Fire, and we are talking about 90% of all the seismic activities. Yet, we have explored only about 5% of Earth’s ocean. The summer program I took in 2009 in IONTU expanded my curiosity of the understanding of the fundamental processes deep in the planet earth’s interior. During my time in IONTU, the program about ocean provided me the aspects of intrigue and mystery. And the presentation I posted might just answer you “Why we should care?” and “What difference does it make?” and “So What?"
The glaciation of the North Sea Basin and its implications for Carbon Capture and Storage sites - presentation by Tom Bradwell (BGS/University of Stirling) at the UKCCSRC Glacistore meeting "Impact of glacial advances and retreats on the strata overlying prospective North Sea CO2 storage sites", 27 February 2015
Statoil in north america nacc otc lunch 050614Statoil
Overview of Statoil's activities in North America, presented by EVP Bill Maloney at the Norwegian American Chamber of Commerce (NACC) OTC luncheon on May 6 2014.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
1. 4D seismic monitoring using horizontal wells
– A synthetic case study from Troll –
Eva Janská (formally: TU Delft, recently: Statoil)
S. A. Petersen (Statoil), G. Toxopeus (Statoil)
2. We have been looking at the possibility of monitoring the gas-oil contact movements by
seismic acquired in the horizontal well, in case that the sources and receivers are mounted
to the well completion.
Gas
Oil
Water
Copy: Amerex Corporation
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
2
3. Presentation Outline
First Feasibility Study on
• Where?
Frequent
• How?
4D Monitoring
of Gas-Oil Contact
• Results
(GOC)
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
3
4. Troll Field – West Oil • Geology
− Semi-horizontal layers
− Calcite cemented zones of uncertain extend
• Thin oil layer with a gas cap and continuity
• Oil produced by multi-branched horizontal wells − 2 types of reservoir sands
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
4
5. 2D Velocity Models Simulating Oil Production in Troll
Velocity difference
due to oil production
Original GOC
GOC Drawdown
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
5
6. How to Monitor the GOC Movements Frequently?
• Receivers
• Seismic acquisition − In the horizontal part of the well
• Tools fixed in/close to a horizontal well − Close to the target area of GOC
• Source(s)
− Various positions & frequencies
Multi-branch horizontal well in
Troll in schematic subsurface
2nd well branch –
same depth as 1st
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
6
7. Frequent GOC Monitoring - Investigation Strategy
-> Reservoir Before & After Production
− Velocity models
-> Simulating Seismic Acquisition
− Source(s) & receivers
− Finite-difference approximation of acoustic wave field
− > Synthetic seismograms
-> Evaluation of Results
− Differential seismograms
• More signal ≈ More GOC drawdown
− Interpretation suggestions
− > Optimal acquisition setup
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
7
8. Seismograms
Original GOC
Frequency [Hz] after oil
GOC production
50 100 500 1 000 5 000 10 000
Position
Frequency [Hz]
50 100 500 1 000 5 000 10 000
Single – Horizontal well
Position
Differential seismograms
Multiple – Horizontal well
Single – Horizontal well
Frequency [Hz]
Position MultipleSingle 50 100
– Horizontal zone
– Gas well 500 1 000 5 000 10 000
Multiple – Gas zone
Single – Gas zone
Single – Horizontal well
MultipleHeel of zone
– Gas horizontal well
Multiple – Horizontal well
Heel of Heel of horizontal well
horizontal well
Single – Gas zone
– Large velocity model
Multiple – Gas zone of horizontal well
Heel
– LargeSea bed model
velocity
Heel of horizontal well
Sea bed
Heel of horizontal well
– Large velocity model
Sea bed
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
8
9. Results
… The most advisable source delivers the most precise and demonstrable information about
the GOC shape after oil production and its distance from the well…
• Best setup: • Most economic setup:
− Multiple source in horizontal wells − Source in heel of well
− 1000 Hz Ricker wavelet − 100 Hz Ricker wavelet
− Easier to interpret Harder to implement − Easier to implement Harder to interpret
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
9
10. Multiple Source in Horizontal Well – 1 000 Hz
~ plane wave
well
time
Seismogram – GOC after oil production
• GOC indication on differential ~distance to well
seismogram:
− Direct
− Delay in reflections
• Also with the OWC movements
Differential Seismogram – effect of oil production
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
10
11. 100 Hz Source at Heel of Horizontal Well
• Complex origin of the time delay in signal:
− Snapshots from the wave field with original GOC (A) and from the ‘differential’ field (B)
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
11
12. 100 Hz Source at Heel of Horizontal Well
Differential Seismogram – effect of oil production
well
Max GOC drawdown
time
Max differential signal
Max differential signal far
behind max GOC drawdown.
Differential signal assigned to
the centre of source-receiver:
• Shape coincidance with GOC
Calibration required
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
12
13. Conclusions
4D seismic monitoring using horizontal wells
- A synthetics case study from Troll -
Numerical simulations show that monitoring the gas-oil contact by a seismic acquisition,
where the tools are fixed in horizontal wells,
is feasible.
Most favourable source positions for the GOC monitoring:
• Proved by simulations – Multiple sources in the horizontal well
• First to be implemented – At heel of the well & sea surface
Geological setting:
• Not a crucial aspect (in horizontally layered reservoir)
• Reflective layers
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
13
14. Acknowledgments
• Statoil for the internship opportunity.
• Jan Thorbecke (TU Delft) for executing elastic simulations of some of my models.
• Guy Drijkoningen (TU Delft), Norunn Skjei (Statoil) and Kristian Gjerding (Statoil) for
their help and concern during the project.
4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Eva Janska, S. A. Petersen, G. Toxopeus
14
16. 4D seismic monitoring using horizontal wells – A synthetic case study from Troll
Classification: Internal 2010-05-03
2010-06-11Classification: Internal 2010-05-03
Eva Janska, S. A. Petersen, G. Toxopeus
16