Challenge & Opportunity
- “Data and digitalisation will be key enablers to a flexible, decarbonised energy system.” – Ofgem strategic innovation requirements document March 2021
- “Existing power grid monitoring technologies are unable to provide the precision and timeliness required to effectively manage and support increased adoption of renewable energy” – National Grid – System Monitoring Investment Decision Pack 2019
- Long-term 3GW of wind and 1.4GW of solar generation needs to be built in Britain annually through 2050 to achieve net-zero targets – National Grid Future Energy Scenarios July 2020
- 1,130 utility-scale (>1MW) solar farms in the UK totaling 8.3GW today growing to 13GW by 2025 – Solar Energy UK
- Global solar capacity growing from 500GW in 2020 to 1,300GW in 2023 – Solar Power Europe
- Distributed power generation, electric-vehicles, heat electrification, more electrified-rail, and Ofgem mandated shift from conventional “network operations” to dynamic “system operations” requiring better data. Legacy grid monitoring systems providing +/- 5-7% voltage & current measurement accuracy are inadequate.
Solution
Neuville is integrating innovative data-gathering hardware and advanced data handling software into an industrial-grade system. Brought together with advanced analytical software, resulting capability can scrutinize the behavior of electric power grid and associated equipment at a level of detail, clarity, and sophistication never achieved before.
Hardware
Neuville’s Grid Data Units (GDU) uniquely combine 6 things: newly devised frequency-domain micro-synchrophasors (µPMU), time-domain power quality monitors (PQM), environmental sensors, and sub-100 nanosecond synchonised timing plus network-edge computer processing and next-generation secure data transmission.
Our GDU’s can gather over 2,000 electrical and environmental condition monitoring parameters. Providing a 100x to 100,000x improvement on electrical measurement state-of-the-art. Capable of 2 parts per million (PPM) voltage and current amplitude resolution they are highly reliable with headroom for additional sensors, future growth and use adaptation.
Designed for service in harsh environments, compact and powerful Neuville rugged Grid Data Units (GDU) operate in two different modes simultaneously: as a Certified IEC 61000-4-30 Ed 3 Class A Power Quality Monitoring (PQM) or as a micro-synchrophasor (µPMU). Neuville combines them along with other equipment and special processing to gather high-resolution electrical measurement data from the power transmission and distribution (T&D) grid, solar farms, wind turbines, energy storage site, and other electrical infrastructure.
Dataware
Existing databases cannot handle the flood of Big Data from the high-resolution instrumentation and meet network system operator requirements.
Neuville is developing a robust, low-cost, highly-scalable, time-series database (TSDB) based Electrical Digital Infrastructure Analysis Platform can cost-efficiently cope with truly enormous amounts of Big Data – quadrillions of data-points amounting to petabytes. Working with electricity data time-stamped in nanoseconds, its novel structure permits multi-scale data analysis, enabling unprecedent prediction and anomaly detection.
Machine Learning
Neuville is pioneering new ways of applying machine learning (ML) and artificial intelligence (AI) to anomaly detection and fault prediction. Our award winning work in this area has been published in the prominent peer-reviewed journal Applied Energy and been the subject of conference presentation.
Our latest ML work on Detecting Power Grid Frequency Events μPMU Voltage Phasor Data Using Machine Learning will be presented at the IET Renewable Power Generation Conference in September 2022.
Patents
The UK Intellectual Property Office (IPO) granted Neuville’s it cornerstone patent GB2579156 – Methods and apparatus for the sensing, collecting, transmission, storage, and dissemination of high-resolution power grid electrical measurement data by inventor Clarke V Simmons on 13 January 2021. Neuville has two additional patent applications pending.
More Information
If you would like further information on Neuville’s innovative technology please visit our documents page or send us an inquiry. You may also find our selection of external links useful.