Our Services

Innovation and Data
Science Solutions

Electricity systems are undergoing a period of rapid and significant change to enable a Net Zero future. This is being accelerated through the 3Ds: Decarbonisation, Decentralisation and Digitalisation. A radical shift is taking place in electricity network planning and operational philosophy, thus creating a range of new challenges and opportunities.

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More broadly, the power sector is transitioning to a “whole system” approach, requiring more innovative regulation and governance. This requires the development of innovative technical, commercial and operational approaches. Many of these will be novel and risky and some may not turn out to be feasible but this can only be established through the process of innovation.

TNEI is a leader in the development and delivery of innovative electricity network solutions, enabling the transition to a low carbon future. We transform concepts into solutions. Our expertise provides clients with bespoke modelling and software analysis solutions that are focused on generating value for our clients.

TNEI has an extensive track record in electricity systems innovation and are involved in world leading innovation projects that are changing future network design, operation, markets and regulation. We are technical experts in the design and operation of power systems and this is complemented by a strong understanding of the regulatory and commercial environment. We also provide predictive and prescriptive data-driven analytics solutions based on emerging statistical techniques such as machine learning and the field of Bayesian statistics.

TNEI has a proprietary power system software IPSA2 which we build upon to develop custom software models and tools that can provide insights into evolving electricity network behavior.

Innovation and Data Science Solutions

As an Innovation partner, TNEI can provide any and all of these services

Could you do more with energy system data?

Specialist Energy Advice

We are a specialist, independent company. That’s why we can offer a flexible, personal service and help our clients quickly.

Your innovation partner

As an Innovation partner, TNEI can provide any and all of the following services to our clients:

Concept and Feasibility
Development and Demonstration
Adoption into Business as Usual

Two examples of innovation partner services we have provided are given in the case studies below.

Case studies

National Grid ESO, Distributed ReStart

Smarter Network Design Methodologies

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Data science and probablistic modelling

Could you do more with energy system data? TNEI’s multi-disciplinary team provides predictive and prescriptive data-driven solutions to emerging energy sector challenges.

How can data science and machine learning help?
Do you know how to quantify the value of flexibility services?
How will you plan for electric vehicles on your LV network?


Are demand and generation forecasts telling you what you need?

TNEI’s Data Science Team can help you to make better decisions with energy system data, using cutting-edge modelling methods. We provide predictive and prescriptive data-driven solutions to both emerging and urgent energy sector challenges and innovation projects. We use data and modelling to work out what is likely to happen and recommend solutions, even when the future is highly uncertain.

Every member of our Data Science Team has a background in energy, because it is very hard to get the data science aspects right without this solid domain expertise.

Our Data Science Services

Our Team combines highly specialist skills in statistics and coding with extensive knowledge of the power systems and broader energy sectors.

We bring together decades of experience leading the power sector with skills in engineering, mathematics, statistics, and economics.

Get in touch with our experts to find out more.

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