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Big Data Permeate the Energy Industry

In the energy industry, digital technologies have a dual impact: they penetrate all industrial processes and fundamentally change how we work, and they also shake up the relationship between suppliers and consumers – especially in electricity markets – through the use of powerful aggregation platforms.

Big data et plateformes digitales investissent l’énergie
Supercomputers are increasingly powerful. Pictured here is Total's Pangea supercomputer, used to model oil and gas reservoirs. © PASCAL LAURENT - TOTAL

The industrial Internet is preparing the plant of the future

Digital data processing has been used by the oil industry for a number of years to study hydrocarbonOrganic compound consisting of carbon and hydrogen. Hydrocarbons are the principal constituents of crude oil, natural gas and petroleum products. reserves (See Feature Report: "Exploring for Oil and Gas Deposits"), helping to generate increasingly accurate images of reservoirs and provide a closer understanding of subsurface fluid movements. These techniques require the use of supercomputers with a powerIn physics, power is the amount of energy supplied by a system per unit time. In simpler terms, power can be viewed as energy output... of several petaflops (FLoating-point Operations Per Second), in other words, the ability to carry out several millions of billions of operations per second1. To give an example, Total's Pangea super computer has a power of 6.7 petaflops, or the equivalent of 80,000 laptops, and a storage capacity of 26 petabytes, equivalent to six million DVDs2

The use of digital technology has expanded in recent years in all sectors of the industry. Flows of data are collected from machines and installations using thousands of sensors, and then analyzed to recover all sorts of information (See Close-Up: "Digital Technology in Oil Production and Refining"). This big data can be used, for example, to:

  • Help train technicians using industrial process simulators in the same way that flight simulators are used in the aeronautical industry.
  • Develop augmented reality tools and autonomous robots that can carry out many operations.

The only obstacle to developing these techniques, besides the cost, is the issue of security. Piracy and hacking risks mean that the most sensitive processes need to be isolated to ensure that facilities cannot be taken over from the outside.

Flops measure the number of operations a supercomputer can carry out per second. A petaflop is a million billion flops.

A shift in the relationship between suppliers and consumers

Consumers’ increasingly broad Internet access, the development of connected objects, and local energy production by homeowners are all factors that have contributed to a fundamental shift in the relationship between service providers and users. This trend is reflected in the growth of car sharing, online property rental and the "uberization" of entire market sectors.

Electric power distribution is particularly sensitive to these digital innovations. Centralized, one-way operator-to consumer-networks are gradually moving over to make room for smart grids – a "mesh" structure that allows remote producers to inject electricityForm of energy resulting from the movement of charged particles (electrons) through a conductor... into the grid and to draw power when needed. These networks, which facilitate the exchange of data in both directions, also help to aggregate user communities and guide their consumption.

These changes have prompted certain economists, including Jeremy Rifkin, to forecast a producer/consumer driven "third industrial revolution". However, other experts believe there will be a more complex balance between the established, centralized system and new ways of operating.

Public confidence is a key roadblock in the development of big data and how we use it, as many people worry about having personal data detailing their daily habits released, unchecked, into cyberspace.



Source :

(1) Total

(2) Total