Part of Intelligent Utility® Network »

Digital Utility Group

The mission of this group is to bring together utility professionals in the power industry who are in the thick of the digital utility transformation. 

Post

Dynamic Visualization and Interpretation of 3.5 Million Geospatial Data Points

image credit: *Courtesy U.S. Energy Information Administration (EIA)

Andrew Burger's picture
Andrew Burger
Man Friday Energy Ventures

I've worked a pretty diverse range of jobs around the world over the years. I feel fortunate to have found vital, satisfying work, and a career reporting, editing and researching developments in...

  • Member since 2015
  • 490 items added with 467,688 views
  • Jul 17, 2019 3:14 pm GMT
  • 1677 views

This item is part of the Special Issue - 2019-07 - GIS, click here for more

GIS and other computer scientists at Wood MacKenzie have come up with a way to visualize and interpret 3.5 million geospatial data points on a single, dynamic, digital map, something that had not been possible before.

The work was undertaken on behalf of Wood MacKenzie's clients in the oil and gas industry, but it seems it could be adapted and applied to the power and utility sector, particularly given development and growth of distributed energy resources, smart grids and customer-interactive power networks.

Wood MacKenzie's oil and gas industry clients "want to know just one thing— where to drill their next well. To answer that question, explorers need to be able to see the big picture— hot spots and trends— as well as being able to zoom in on the details of specific sites and wells," Wood MacKenzie relates in a Lens R&D news brief.

Your access to Member Features is limited.

The challenge

The market research and management consultancy outlined the GIS data visualization and interpretation challenge as follows:

  • Explorers want to be able to visualise 3.5 million wells in real time

  • A standard oil and gas map tops out at 30,000 to 50,000 data points

  • Processing, shipping and rendering 3.5 million data points was not possible using the industry-standard approach to natural resources mapping

The R&D then broke the challenge down into three facets:

  1. Processing: How to process oil and gas well data quickly and efficiently

  2. Shipping: How to group or cluster data points to make shipping easier

  3. Rendering: How to visualise data in a granular way to answer customer need

The breakthrough

Referring to Uber's real-time fleet maps and conferring with the company's GIS and computing specialists provided the key that enabled the Wood MacKenzie team to achieve the breakthrough. Doing so led the R&D team to Mapbox and Nico Belmonte, Uber's former head of data visualization.

Wood MacKenzie's R&D team tapped into Mapbox's GIS and data visualization tools, many of which were developed in open source settings. "The collaboration between Mapbox and Uber on Kepler and Deck.gl provided a jumping off point for the team's work," according to the R&D update.

They came up with a solution in just a few months. "The ultimate solution is an innovative combination of techniques and technologies: GPU-based parallel calculations, web graphics libraries and open-source streaming platforms," the team explains.

Looking forward, the Wood MacKenzie Lens team aims to enable end users to cross reference data in real time to answer just about any question regarding natural resources use, such as "How is the availability of gas and renewable energy going to impact coal demand?," according to the feature report.

Andrew Burger's picture
Thank Andrew for the Post!
Energy Central contributors share their experience and insights for the benefit of other Members (like you). Please show them your appreciation by leaving a comment, 'liking' this post, or following this Member.
More posts from this member

Discussions

Spell checking: Press the CTRL or COMMAND key then click on the underlined misspelled word.
Matt Chester's picture
Matt Chester on Jul 17, 2019

I'd be curious about quantifying the efficiency and accuracy gains that companies who use this GIS tech obtain-- obviously it's a new way of thinking and requires specific experts, but if the ultimate benefits are exponential compared with not embracing GIS then that's a really compelling story to tell

Linda Stevens's picture
Linda Stevens on Jul 17, 2019

I am very interested in how traditional GIS is evolving to be more nimble and integrated into solutions. The example you shared is great. I have been following the Uber open source projects. There is a company, OmniSci that is using GPU to look at and analyze geospatial data. Their visualization is extremely fast as well as ad hoc queries. Have you heard of them? Interesting in your thoughts.

Get Published - Build a Following

The Energy Central Power Industry Network is based on one core idea - power industry professionals helping each other and advancing the industry by sharing and learning from each other.

If you have an experience or insight to share or have learned something from a conference or seminar, your peers and colleagues on Energy Central want to hear about it. It's also easy to share a link to an article you've liked or an industry resource that you think would be helpful.

                 Learn more about posting on Energy Central »

Your access to Member Features is limited.

Apply for membership
Energy Central Jobs
Featured Jobs
More Jobs