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PROGNOSIS

real-time decision making tool based on big data analysis
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Call
SOLAR-ERA.NET

Type
SOLAR-ERA.NET Cofund No 091

Duration
01/2018 – 03/2021

Overall Budget
316.500 €

Resumen – Summary
El concepto de PROGNOSIS se relaciona con el desarrollo de un modelo dinámico de asimilación de datos para el pronóstico intrahora de la irradiación solar en un área específica teniendo en cuenta la presencia de nubes / aerosoles en el área. El concepto innovador de PROGNOSIS se basa en el hecho de que el modelo no utiliza ningún tipo de dato meteorológico (datos satelitales – baja resolución espacial y temporal) o equipo especializado (por ejemplo, todas las cámaras de cielo, dispositivos de medición de la irradiancia solar – alto coste de inversión). En cambio, las entradas de datos derivarán de las series temporales de la potencia de salida de una densa malla multipunto de paneles fotovoltaicos (PV) conectados a la red.
PROGNOSIS se implementará principalmente en el sector de la energía como un enfoque de gestión operativa para pronósticos precisos dentro de la hora de producción de energía solar a través de un protocolo de comunicación abierto. Además, se puede utilizar como un servicio para administradores de PV a gran escala o agregados, para proporcionarles la información necesaria para predecir su producción de electricidad, información que los operadores del sistema pueden utilizar para la gestión de la capacidad y la programación. En el futuro, podría utilizarse en los sistemas de gestión de la energía de los edificios (BEMS) como una herramienta integrada para pronosticar la producción y la demanda de energía del edificio y en el desarrollo y la gestión posteriores de las microrredes de toda la ciudad.

Este proyecto recibió fondos de SOLAR-ERA.NET Cofund Joint Call y la Fundación de Promoción de la Investigación de Chipre (KOINA / SOLAR-ERA.NET / 1216/0014).

The concept of PROGNOSIS is related to the development of a dynamic data assimilation model for intra-hour forecasting of solar irradiance over a specific area taking into consideration the presence of clouds/aerosols over the area. The innovative concept of PROGNOSIS is based on the fact that the model does not utilise any meteorological data (satellite data – low spatial and temporal resolution) or specialized equipment (i.e. all sky cameras, solar irradiance measuring devices – high capital cost). Instead, the inputs will derive from the time-series of the power output of a dense multipoint grid of grid-connected Photovoltaics (PVs).

PROGNOSIS will be mainly implemented in the energy sector as an operational management approach for precise intra-hour forecasts of solar energy production through an open communication protocol. Additionally, it can be used as a service to large scale or aggregated PV managers, to provide them with the necessary information to predict their electricity production, information that system operators can then use for capacity management and scheduling. In the future, it could be used in Building Energy Management Systems as an integrated tool for forecasting energy production and demand from the building and in the further development and management of city-wide microgrids.

This project received funding under SOLAR-ERA.NET Cofund Joint Call and the Cyprus Research Promotion Foundation (KOINA/SOLAR-ERA.NET/1216/0014).

Our objectives
PROGNOSIS is essentially a real-time decision making tool based on big data analysis. Based on this analysis, decision-making will be achieved for management, optimization and visualization of microgrids and electricity systems. Expected results of the project include:
– 1. Development of a low cost computation model to forecast energy production from grid connected PVs using no other exogenous inputs than the power output of the PVs of the network.
– 2. Provide increased flexibility to solar electricity supply since the forecast model will enable system operators to achieve optimum capacity management and scheduling.
– 3. Provide additional profit to the operators of the PVs which are introduced to electricity markets since it will enable the operators of aggregated or large scale PVs to provide reliable amount of electricity.
Partners
PROGNOSIS is a three partner transnational project (two research institutions and one SME), where each of the partners has great expertise in a scientific field relative to the project and possesses equipment and know-how which is not currently available to the other three partners.
Cyprus University of Technology (CUT)Instituto Valenciano de la Edificación (IVE)JohnSun Heaters LTD
CUT, is a state University in Cyprus with a strategic target to design and develop research activities both within the University and in cooperation with other research Institutes in Cyprus and abroad. As a research institution, CUT has great experience in the participation and management of EU funded programs. Moreover, CUT’s personnel involved in the project have extensive experience in solar irradiance modelling, in developing predictive algorithms and correlation tools and in modelling solar energy systems, while they have been coordinators or partners in relevant research projects.
IVE, is a private non-profit making foundation with public interest set up in October 1986. It is a research institute that seeks to improve the quality and sustainability in the construction process through the R&D&Ι in the built environment. IVE board includes regional government, professionals, developers, building contractors, end-users, in order to provide a platform for ideas exchange, developments and knowledge in the different fields of construction. IVE’s personnel involved in the project have extensive experience in GIS, in online platform development and visual representation of energy systems. Besides data from PVs, IVE brings their “Construction Prices Database” to the table which offers description and price consultations and technical specification reports thereby making it a reliable reference for decision making.
JohnSun Heaters LTD was founded in 1988 with main orientation at solar water heater manufacturing and PV system design, installation and monitoring. The company’s philosophy is based on the manufacture of high efficiency solar systems with the use of the latest technologies in solar water heater manufacture. The company strives in being a pioneer in Cyprus solar market with continuous technological upgrades. JohnSuns’s personnel involved in the project have extensive experience in solar energy applications, especially in modelling, installation and monitoring of PVS and solar thermal systems. During the project, JohnSun will be providing technical assistance in the modelling of the PV systems and will also be responsible for the evaluation of the results of the project.
Updates and deliverables
1ª reunión del consorcio – First consortium meeting
Prognosis_fotos
On Wednesday 25 April 2018 the first consortium meeting for the PROGNOSIS project was held at the Department of Environmental Science and Technology of the Cyprus University of Technology with the members representing the Instituto Valenciano de la Edificación (IVE) participating via video conference.
During this meeting the expertise, capabilities and possible contributions of each of the partners were presented which then encouraged discussing and clarifying their role and responsibilities throughout the project. Furthermore, a common understanding of the objectives, the work packages and expected deliverables of the project was developed.

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