Scatec
“In a solar plant, you have more than 100.000 data points every second. If you don’t have a system that helps you find out what you need to look into, and also assist in data-driven decision making, then there’s no point in collecting that much data.”
Thomas Pettersen
– Vice President Operations Management
at Prediktor
IT Gateway for Interoperability
The mainstay of Prediktor’s service is enabling customers to work with incompatible data sources generated by a range of different operational technology (OT) within an established context. For this purpose, Prediktor has created an IT gateway system.
The MAP Gateway system is standardized with OPC UA. It aggregates all asset data, standardizes it and interprets it semantically using AI algorithms. Semantic data is data that is contextualized and expresses what it means in human rather than machine language. The asset owner who uses MAP Gateway can manage a large number of assets in a convenient, flexible and agile manner whilst greatly reducing operational costs.
The MAP Gateway system is standardized with OPC UA. It aggregates all asset data, standardizes it and interprets it semantically using AI algorithms.
SCADA Provides Interfaces to Operate Plants
Prediktor is providing two kinds of services to renewable energy plant owners in particular. First, Prediktor supplies a Supervisory Control and Data Acquisition system (SCADA). This is a solution that is installed locally at the site and provides the operators with the interfaces to operate the plant. It creates the interoperability of diverse equipment.
Depending on the size of the asset, it takes between three to six months to understand what the different signals are on an existing plant, to map them using MAP Gateway, and to install this system. The Centralized Asset Management system, PowerView™, is then in operation.
PowerView™ for Asset Management
At the plant level, PowerView™ captures the sensor data produced by all assets, e.g., solar panels. Using OPC UA, it semantically standardizes and combines the data into a single ‘plant’ structure. The combination of all ‘plants’ (assets), allows for a ‘group view’ of global operations and performance at a glance. The operator can then see a single set of standardized contextualized representations of data structures right across the entire fleet of assets.
“If you don’t have this type of system in place”, says Thomas Pettersen, VP Operations Management at Prediktor, “the problem is that more and more data is not necessarily good for you because you’re being overloaded with data points. You can have hundreds of alarms flashing, for instance, and not know how to respond to them. You need a system that can dig into these data streams and actually find out what the root causes are, which then tells you, in high-level, suggestions what you should do.”
PowerView™ came into existence as a project commissioned by the Norwegian solar energy company, Scatec.
Norwegian Company Scatec
Scatec is a leading renewable energy solutions provider with more than 15 years of experience in developing, constructing, owning, and operating large scale photovoltaic systems.
Headquartered in Oslo, the company has 664 employees around the world. Currently, Scatec’s assets generate almost 3.5 GW in a combination of solar, hydroelectric, and wind energy plants; by 2025, Scatec aims to provide 15 GW in operation or under construction.
Operating Solar Fields Using OPC UA
Vendor Lock-In Avoided With OPC UA
Since OPC UA is an open interoperability standard that is platform independent and does not use proprietary formats, users do not need to worry about vendor lock-in. OPC UA Information Models enable the concept of ‘unification’.
This allows taking a single information element, for example, current real-time value, and applying other information elements like alarm conditions and historical trends to that single item, using the same reference, even if they have different sources.
They make up the context of an object. In this way, asset owners have a clearly defined interface to all their technical assets, independent of whether the asset is delivered by vendor A or B. Scatec asset owners can switch to other operating systems or change individual protocols at certain data points.
The OPC UA-based plug-and-play solution provided by PowerView™ still functions, independent of those changes.
Diverse pieces of equipment are assembled in Scatec’s solar fields. OPC UA creates compatibility between them.
Benefits With OPC UA
Keeping HR Costs Low with OPC UA
PowerView™ aggregates all asset data, standardizes it and interprets it semantically using AI algorithms. The result is a real-time picture of what is going on. This saves time and manpower.
Instead of a worker physically striding across a vast solar field in order to assess a failure message, PowerView™ quickly and easily draws on reliable historical data and suggests real-time decisions which may not require the immediate use of manpower.
Clean PV cells after the rain at the Kalkbult Solar Plant. Prediktor’s PowerView™ factors rain showers and other weather events into maintenance schedules.
Maintenance workers at the Agua Fria Solar Plant in Honduras. Agua Fria was connected to the grid in 2015 and produces 97 GWh per year.
OPC UA and Predictive Maintenance
Traditionally, maintenance agreements for solar plants contain stipulations as to how often panels need to be cleaned, for instance, once a month, in order to prevent losses due to soiling and other issues. Soiling means that layers of sand or other dirt have been deposited on the PV cells affecting the panels’ performance. It needs to be dealt with quickly. However, cleaning 500,000 or a million panels involves a high cost.
A data-driven mechanism like PowerView™ could, if soiling is reported, suggest to the operators not to clean the panels right now because the forecast predicts rain which will most likely solve the problem. This reduces maintenance costs and frees up resources. As a result, workers can devote themselves to other tasks which increases overall productivity. By aggregating asset-immanent and contextual data, such as weather forecasts, PowerView™ generates such high-level suggestions.
OPC UA and Predictive Maintenance
Traditionally, maintenance agreements for solar plants contain stipulations as to how often panels need to be cleaned, for instance, once a month, in order to prevent losses due to soiling and other issues. Soiling means that layers of sand or other dirt have been deposited on the PV cells affecting the panels’ performance. It needs to be dealt with quickly. However, cleaning 500,000 or a million panels involves a high cost.
A data-driven mechanism like PowerView™ could, if soiling is reported, suggest to the operators not to clean the panels right now because the forecast predicts rain which will most likely solve the problem. This reduces maintenance costs and frees up resources. As a result, workers can devote themselves to other tasks which increases overall productivity. By aggregating asset-immanent and contextual data, such as weather forecasts, PowerView™ generates such high-level suggestions.
Maintenance workers at the Agua Fria Solar Plant in Honduras. Agua Fria was connected to the grid in 2015 and produces 97 GWh per year.
Scatec Improves the Future With Solar Energy
“The beauty of solar is that the resource is already there, you just have to capture it. However, aggregating all the equipment data and analyzing it for asset control and maintenance purposes is more complicated.”
Terje Melaa
– Senior Vice President Engineering and Technology
at Scatec
Benban, Egypt: grid connected in 2019, 930 GWh per annum.
Scatec Provides Solar Power in Africa
Scatec is the largest provider of solar power in South Africa. The first solar project on the African continent was the Kalkbult solar plant in South Africa. Under the Renewable Energy Independent Power Producer Program, which was launched by the South African Government in 2011, Scatec set out to build Kalkbult in 2011.
It was connected to the grid in 2013. Kalkbult has a nominal capacity of 75 MW. Two solar plants followed in 2014, Linde with 40 MW and Dreunberg with 75 MW. The Upington solar plants, which were connected to the grid in 2020, produce 650 GWh per year and provide energy for 120,000 households.
Benban Solar Park in Egypt is by far the largest solar asset in Scatec’s portfolio. Situated near the Aswan Dam, it is the world’s fifth-largest solar power park (in 2022) and produces approximately 930GWh of power per year. This equals the energy consumption of 420,000 households.
The park covers an area of 37 km² and is visible from space. Benban uses bifacial solar modules, which produce energy from both sides of the solar panel (both the energy from direct sunlight and sunlight reflected off the ground), increasing the amount of energy produced.
Scatec Provides Solar Power in Africa
Scatec is the largest provider of solar power in South Africa. The first solar project on the African continent was the Kalkbult solar plant in South Africa. Under the Renewable Energy Independent Power Producer Program, which was launched by the South African Government in 2011, Scatec set out to build Kalkbult in 2011.
It was connected to the grid in 2013. Kalkbult has a nominal capacity of 75 MW. Two solar plants followed in 2014, Linde with 40 MW and Dreunberg with 75 MW. The Upington solar plants, which were connected to the grid in 2020, produce 650 GWh per year and provide energy for 120,000 households.
Benban Solar Park in Egypt is by far the largest solar asset in Scatec’s portfolio. Situated near the Aswan Dam, it is the world’s fifth-largest solar power park (in 2022) and produces approximately 930GWh of power per year. This equals the energy consumption of 420,000 households.
The park covers an area of 37 km² and is visible from space. Benban uses bifacial solar modules, which produce energy from both sides of the solar panel (both the energy from direct sunlight and sunlight reflected off the ground), increasing the amount of energy produced.
Benban, Egypt: grid connected in 2019, 930 GWh per annum.
Kalkbult, South Africa: grid connected in 2013, 141 GWh per annum.
Solar Fields in Desert Regions
Setting up solar plants in the desert actually poses some challenges. For example, the extremely high temperatures can damage the inverters. Problems with soiling, shadowing, and keeping an overview of general maintenance put great demands on the need for surveillance, data collection, and reporting.
As in 2011, when Scatec began building at the Kalkbult site, neither SCADA nor intelligent asset management systems were installed; Scatec turned to Prediktor for help. Through this collaboration, PowerView ™ came into existence. Using OPC UA, PowerView ™ provides a standardized, unified, reliable, and secure means of accessing operational data and using it for operational decision support.
Solar Fields in Desert Regions
Setting up solar plants in the desert actually poses some challenges. For example, the extremely high temperatures can damage the inverters. Problems with soiling, shadowing, and keeping an overview of general maintenance put great demands on the need for surveillance, data collection, and reporting.
As in 2011, when Scatec began building at the Kalkbult site, neither SCADA nor intelligent asset management systems were installed; Scatec turned to Prediktor for help. Through this collaboration, PowerView ™ came into existence. Using OPC UA, PowerView ™ provides a standardized, unified, reliable, and secure means of accessing operational data and using it for operational decision support.
Kalkbult, South Africa: grid connected in 2013, 141 GWh per annum.
Outlook
Green ammonia facility in Egypt.
Green Ammonia Facility in Egypt
In March 2022, Scatec has reached understanding with the Egyptian government and Egyptian organizations to jointly develop a green ammonia facility with a production capacity of one million tonnes annually and with a potential for an expansion to three million tonnes.
The green hydrogen and ammonia facility will be located in the Ain Sokhna Industrial Zone near the Suez Canal and will be powered by renewable energy plants to be built in close proximity. In this kind of project, renewable energy is used as the energy source for other types of productions, for instance, for ammonia production, which is then used as the basis for fertilizer production.
Green Ammonia Facility in Egypt
In March 2022, Scatec has reached understanding with the Egyptian government and Egyptian organizations to jointly develop a green ammonia facility with a production capacity of one million tonnes annually and with a potential for an expansion to three million tonnes.
The green hydrogen and ammonia facility will be located in the Ain Sokhna Industrial Zone near the Suez Canal and will be powered by renewable energy plants to be built in close proximity. In this kind of project, renewable energy is used as the energy source for other types of productions, for instance, for ammonia production, which is then used as the basis for fertilizer production.
Green ammonia facility in Egypt.
Solar Field in Lesotho
In December 2021, Scatec entered an agreement with the Lesotho Electricity Company and the Government of Lesotho to build the first solar project in Lesotho of 20 MW. In this cooperation, Scatec is an independent power producer.
Scatec will build, operate and majority-own the facility under a 25-year power purchase agreement.
“Scatec has become a global player in renewable energy solutions across different technologies, with several green hydrogen, wind power, hydropower and flexible solar projects in the pipeline.”
Terje Melaa
– Senior Vice President Engineering and Technology
at Scatec
Release offers unique, flexible solutions for small scale utility projects and the mining industry.
Release by Scatec in Cameroon and Chad
Release by Scatec is a pre-assembled, modular, and re-deployable solar power and storage system, allowing for fast and easy power generation. The electricity company ENEO, in Cameroon, will lease two hybrid solar and storage plants totaling 36 MW solar and 20 MW/19 MWh storage. The plants will supply low cost, clean, and reliable electricity beginning in mid-2022.
In Chad, Release by Scatec is installing 7.7 MWp of solar plant capacity across the country, which will support clean energy access to 300,000 people across 5 provincial cities. The plants will be operational in the course of 2022.
Release by Scatec in Cameroon and Chad
Release by Scatec is a pre-assembled, modular, and re-deployable solar power and storage system, allowing for fast and easy power generation. The electricity company ENEO, in Cameroon, will lease two hybrid solar and storage plants totaling 36 MW solar and 20 MW/19 MWh storage. The plants will supply low cost, clean, and reliable electricity beginning in mid-2022.
In Chad, Release by Scatec is installing 7.7 MWp of solar plant capacity across the country, which will support clean energy access to 300,000 people across 5 provincial cities. The plants will be operational in the course of 2022.
Release offers unique, flexible solutions for small scale utility projects and the mining industry.