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impianto fotovoltaico - Raptech
18 May

From a booming market to a mature market: the European photovoltaic sector is changing its skin

by Redazione
in Blog in English
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For a decade, European photovoltaics has done one thing: grow. Each year outperforms the previous, with every forecast consistently surpassed by actual data. In 2025, this trajectory was interrupted.

According to SolarPower Europe’s EU Solar Market Outlook 2025–2030, the European market recorded its first annual contraction in the last ten years in 2025, with 65.1 GW installed—a 0.7% reduction compared to 2024. This isn’t a dramatic figure in itself. It’s a sign of something structural.

 

Too much sun at the wrong hours

The problem is not that too little solar capacity is being installed. The problem is that the solar already installed is becoming worth less and less during the hours when it produces the most.

The report documents a phenomenon that is rapidly intensifying: the so-called cannibalization effect. When abundant solar generation is concentrated in the middle hours of the day, while demand remains low, wholesale prices collapse — sometimes to zero or even into negative territory. The result is that the price captured by solar declines structurally compared to the average market price.

The data speaks clearly. Between January and September 2025, the average capture rate fell to 58% in Germany and 52% in Spain, compared to 67% and 63% the previous year. The sharpest decline occurred between April and May: in Germany, the capture rate dropped from over 50% in March to 33% in May; in Spain, from 49% to 18% over the same period. According to the EU Battery Storage Market Review 2025 report, the number of negative-price hours in Europe reached a new all-time high in 2025, accounting for 3.4% of total time — around 310 hours overall, nearly two consecutive weeks.

These are not abstract figures. For a utility-scale plant with a market-indexed PPA, a 52% capture rate means that the price actually earned is roughly half of the average hourly market price for the year. The gap between these two figures is the exact measure of how much value is being eroded every spring.

 

The market that expected not to have to deal with flexibility

For years, photovoltaics thrived in a system designed for programmable generation. Grids were sized for gas-fired power plants, not for dozens of GW generating simultaneously at midday. The result is that the more solar enters the system without the system adapting—storage, demand response, grid digitalization—the more the value of each new solar kWh compresses.

SolarPower Europe describes this dynamic as the key issue for the next five years. The median scenario of the outlook foresees further declines in 2026 and 2027, followed by a slow recovery that would bring annual installations back to around 67 GW by 2030. In the most likely scenario, Europe will miss the target of 750 GW cumulative by 2030, stopping at 718 GW—32 GW short of the target. Only the high scenario, which requires a decisive acceleration in storage and flexibility, is compatible with European targets.

 

Italy bucks the trend in auctions, but with the same structural constraints

n this context, Italy exhibits a unique dynamic. In 2025, it lost third place in the European rankings for annual installations, overtaken by France, with 5.2 GW installed compared to 6.7 GW in France. The decline is concentrated in the residential and commercial rooftop segment, penalized by the expiration of the Superbonus. The utility-scale segment, however, shows opposite signs: thanks to the FER X Transitorio mechanism, Italy awarded a record volume of 10.8 GW in auctions in 2025—the highest figure ever recorded in Europe in a single year by a single country, according to the Auctions and Corporate PPAs Market Review 2025 report—and aims to reach a cumulative 80 GW by 2030.

But auctions assign capacity, not put it on the grid. Structural bottlenecks—grid saturation, authorization times, local congestion—remain the factors that determine the gap between pipeline and actual installed capacity.

 

What changes for those who manage plants today

This scenario redefines the priorities of those who own or manage existing photovoltaic assets, not just those who develop new ones.

In an expansive market, the quality of management was a secondary factor: the plant produced, the price was high, the revenue arrived. In a market where the capture rate is structurally compressed, where the price varies hourly and area by area, where PPAs must be compared to actual market trends, the ability to precisely measure what is happening to the plant—and when—becomes a direct economic lever.

The SolarPower Europe report summarizes this in a passage worth keeping in mind: flexibility is not just a question of physical storage. It is the ability of the system—and those who manage it—to know exactly when and how much the asset is producing, and to compare it with the market context in which that production is valued.

European photovoltaics is not in crisis. It is growing in maturity. And maturity requires tools other than enthusiasm.

 

Sources: SolarPower Europe, EU Solar Market Outlook 2025–2030; EU Battery Storage Market Review 2025; Auctions and Corporate PPAs Market Review 2025.

24 Feb

Solar PV in 2026: Scenarios, Technologies and Trends in Italy, Europe and Worldwide

by Redazione
in Blog in English
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Solar PV: the global landscape in 2026

After years of exponential growth, the global photovoltaic market is entering a phase of consolidation and transformation. According to industry analyses, the growth of annual installations is slowing compared to the past decade, signaling a shift from quantitative expansion to a qualitative selection of projects and technologies.

Key global dynamics for 2026:

  • Slowdown in installation growth rates in some major markets, due to changes in incentive policies and competitive auctions (e.g., China and the United States).
  • Reduction of production overcapacity and increase in module prices as a result of raw material cost pressures and trade policies.
  • However, solar PV remains the key technology for the energy transition, with steady growth prospects at least until 2030 and beyond.

The global market is therefore in a phase of structural maturation: no longer driven solely by volume growth, but increasingly focused on plant quality, integration with storage systems and smart energy management.

Solar PV in Europe in 2026

In Europe, photovoltaic energy continues to play a central role in the decarbonization of the electricity system. Installed solar capacity in the European Union is expected to reach significant levels in 2026, with cumulative capacity forecasts showing strong growth compared to 2025.

Nevertheless, the European market is showing signs of stabilization and selectivity: while installation rates are no longer reaching the record levels of previous years, opportunities are shifting toward:

Integration with storage and demand management: residential PV systems increasingly incorporate batteries and smart management (smart PV + storage), often connected to electric vehicles.

Long-term supply contracts (PPAs) and corporate markets: a growing number of European companies are signing PPAs to secure renewable energy at stable long-term prices, driving commercial-scale projects.

From a regulatory perspective, the European Union continues to advance plans linked to the Green Deal and REPowerEU strategies, supporting renewable expansion and promoting bureaucratic simplification for photovoltaic plant development.

The situation in Italy: growth and new challenges

In Italy, 2025 closed with more than 43.5 GW of installed photovoltaic capacity, including approximately 6.44 GW of new annual connections.

However, compared to the large figures of previous years, this represents a slowdown (-5% YoY), mainly due to contraction in residential and commercial installations.

Key aspects of the Italian market in 2026:

  • Growth of large utility-scale plants: while small installations are slowing down, large-scale projects are recording significant increases, reflecting the impact of FER-X auctions and previously granted authorizations.
  • Expansion of agrivoltaics: integrated projects combining energy production with agricultural activities are becoming increasingly relevant, supported by dedicated tenders and incentives (see also the Agrisolar Park Call 2026).
  • Incentives and tax deductions for self-consumption: measures supporting residential and corporate photovoltaic systems (tax bonuses and deductions) will continue to sustain the market.

Despite territorial slowdowns, Italy remains one of the most important markets in Europe thanks to favorable solar radiation, growing renewable energy demand and ongoing regulatory efforts.

Technological trends in solar PV in 2026

The sector is not driven only by installed capacity: 2026 is expected to be a year of strong technological innovation.

1. Improvements in photovoltaic modules

The most evident progress concerns:

  • High-efficiency modules: silicon modules exceeding 23% efficiency, bifacial panels and TOPCon/HJT technologies to maximize energy output.
  • Aesthetics and design: increasingly widespread “full black” panels for architectural integration in urban and residential contexts.
  • Price stability and supply chain: after years of declining prices, 2026 is expected to bring stabilization or a slight increase in module prices in response to global market dynamics.

2. Advanced PV: perovskites and tandem technologies

Among the most anticipated innovations:

  • Perovskite-silicon tandem technologies: capable of surpassing the efficiency limits of traditional modules, with potential yields above 30%, progressively approaching industrial-scale commercialization during 2026.
  • Reduction of critical materials: research focused on reducing the use of costly materials such as silver, introducing more sustainable alternatives.

These innovations represent a potential technological leap that could redefine panel efficiency and PV competitiveness across residential, commercial and utility segments.

3. Intelligent systems and energy integration

The European market is seeing growing demand for “smart” photovoltaic systems, including:

  • Integrated energy storage solutions (batteries)
  • Dynamic consumption management through IoT and AI systems
  • Integration with electric vehicles and smart grids

This evolution enables maximization of self-consumption and more efficient synchronization between production and demand, particularly in residential and commercial contexts.

Outlook for Italy and Europe in 2026 and beyond

Looking ahead to 2026 and the following years, solar PV in Italy and Europe is entering a phase of full industrial maturity, where growth will no longer be driven exclusively by installation increases, but by project quality, technological integration and the energy system’s capacity to absorb and manage renewable production.

At the European level, community policies will continue to support solar energy as a pillar of the energy transition. The regulatory framework outlined by the Green Deal and the Fit for 55 and REPowerEU packages pushes toward structural decarbonization, with increasingly stringent emission targets and a progressive reduction of dependence on fossil fuels. In this context, solar PV is no longer merely an incentivized technology, but an economically competitive solution capable of attracting private investment and institutional capital.

However, the real test will be grid management. As the share of solar energy in the energy mix increases, challenges related to grid flexibility, balancing production and consumption, and the need for adequate infrastructure will become more evident. For this reason, in the coming years there will be growing importance of:

  • large-scale and distributed storage systems,
  • smart grids,
  • demand response tools and digital energy flow management.

In Italy, these dynamics will be even more pronounced. The country presents particularly favorable conditions for photovoltaics – high solar irradiation, wide availability of industrial and agricultural surfaces, strong energy demand – but must address structural challenges such as authorization complexity and slow bureaucratic procedures. In the medium term, the ability to simplify processes, accelerate grid connections and ensure regulatory predictability will be decisive in sustaining sector growth.

At the same time, alternative development models will strengthen, such as:

  • large utility-scale plants, often supported by long-term PPAs,
  • advanced agrivoltaics, combining energy production with agricultural activities,
  • collective self-consumption and energy communities, destined to become key elements especially in urban and industrial contexts.

In the post-2026 period, solar PV will increasingly integrate with other sectors: electric mobility, sustainable construction, energy-intensive industry and storage systems. Solar technology will definitively cease to be perceived as an “add-on” solution and will become a core energy infrastructure, central to economic competitiveness and European energy security.

2026 therefore appears as a turning point in the photovoltaic pathway: less quantitative boom, more quality, innovation and sustainability. The European and Italian energy transition increasingly relies on a mix of public policies, private market forces, advanced technologies and smart energy management approaches.

In view of the event KEY – The Energy Transition Expo in Rimini, these trends represent a detailed snapshot of the sector: a mature, challenging yet opportunity-rich market, featuring cutting-edge technologies and an increasingly central role in the European energy system.

interoperabilità - raptech
13 Jan

Interoperability of photovoltaic technologies: the key to increasing performance and efficiency

by Redazione
in Blog in English
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In recent years, the photovoltaic sector has experienced rapid growth, driven by technological innovation, reduced component costs, and an ever-increasing focus on energy sustainability. However, with the increasing complexity of systems and the variety of available solutions, a fundamental challenge emerges: the interoperability of technologies used throughout the entire life cycle of a photovoltaic system.

Interoperability means addressing the ability of different systems, devices, and software to communicate effectively with each other, sharing data and information without barriers. In the photovoltaic sector, this aspect is now crucial for improving energy performance, optimizing work processes, and ensuring more efficient and sustainable system management.

 

What is interoperability in photovoltaics

In the context of photovoltaic systems, interoperability concerns the integration of heterogeneous technologies: solar modules, inverters, energy storage systems, sensors, monitoring platforms, design software, and maintenance tools. These elements often come from different manufacturers and use different communication protocols.

An interoperable system allows all these components to “speak the same language,” or at least to correctly translate the information they exchange. This makes it possible to collect data in real time, analyze it in a centralized way, and turn it into faster and more effective operational decisions.

 

Why interoperability has become strategic

Interoperability has become strategic in the photovoltaic sector because the technological, regulatory, and economic context has changed profoundly compared to the past. Today, a system is no longer a simple set of panels and inverters, but a complex, digital, and connected system that must communicate with multiple technologies and players.

  1. Increasing system complexity

Modern photovoltaic systems integrate an ever-growing number of components:

  • energy storage systems,
  • electric vehicle charging stations,
  • energy management systems (EMS),
  • IoT sensors,
  • monitoring and analytics software.

These elements often come from different manufacturers and rely on different technologies. Without interoperability, each system remains isolated, making coordinated management difficult. Interoperability therefore becomes strategic for managing complexity and turning it into operational value.

  1. Data centrality in the energy sector

Photovoltaics is now a data-driven industry. Each plant produces vast amounts of data: production, consumption, component status, environmental conditions, and historical performance.

If systems are not interoperable:

  • data remains fragmented,
  • is not comparable,
  • does not support rapid decision-making.

However, when technologies communicate with each other, data becomes a strategic resource for optimizing production, predicting problems, and improving overall plant efficiency.

 

  1. Need to maximize performance and ROI

With reduced incentives and increased pressure on margins, extracting maximum value from each plant is now crucial. Interoperability enables:

  • more precise performance monitoring,
  • rapid identification of inefficiencies,
  • targeted and timely interventions.

This translates into increased production, reduced losses, and a better return on investment for owners and operators.

  1. Operational efficiency and cost reduction

From an operational perspective, a lack of interoperability leads to:

  • the use of multiple separate platforms,
  • manual processes,
  • data duplication,
  • increased probability of error.

An interoperable ecosystem simplifies the work of designers, installers, and maintenance personnel, reducing management time and operating costs. This is particularly strategic for those managing plant portfolios or operating on a large scale.

  1. Scalability and adaptation over time

Photovoltaic systems are not static: they are expanded, updated, and reconfigured. Interoperability is strategic because it allows you to:

  • add new technologies without redesigning everything,
  • integrate future innovations,
  • avoid lock-in to a single supplier.

In a rapidly evolving sector, technological flexibility is a crucial competitive advantage.

  1. Integration with smart grids and new energy models

The future of energy lies in smart grids, energy communities, and collective self-consumption. To participate in these models, plants must be able to exchange data continuously and standardized with networks, platforms, and other plants.

Interoperability is therefore not just a technical factor, but an enabling condition for the evolution of the energy system as a whole.

 

Hardware and Software integration

One of the areas where interoperability shows its greatest potential is the integration between hardware components and software solutions. Inverters, storage systems, and smart switchboards can be connected to advanced monitoring platforms that collect and interpret data from the field.

Thanks to standard communication protocols and open APIs, it is possible to create flexible technology ecosystems, in which the operator is not tied to a single supplier. This approach fosters innovation because it allows individual components to be updated or replaced without having to redesign the entire system.

 

Improving system performance

An interoperable photovoltaic system is a more efficient system. Cross-analysis of data allows for the rapid identification of performance drops, abnormal shading, inverter inefficiencies, or storage issues.

For example, by integrating weather data with production data, it is possible to assess whether the system’s performance is aligned with actual environmental conditions. If not, the system can automatically report an anomaly, allowing for timely intervention before the problem significantly impacts energy production.

 

Benefits for operators

Interoperability not only improves system performance, but also the daily work of photovoltaic industry professionals. Designers, installers, maintenance technicians, and managers can access centralized and up-to-date information, reducing the need to operate on multiple separate platforms.

This translates into:

  • Greater speed in the design and configuration phases.
  • Reduction of errors due to incomplete or misaligned data.
  • More efficient maintenance planning.
  • Improved collaboration between different teams and departments.

Standardizing information flows also allows for clearer and more replicable operating procedures, improving the overall quality of the service offered.

 

Predictive maintenance and cost reduction

Predictive maintenance represents one of the most tangible and strategic benefits of technology interoperability in the photovoltaic sector. Unlike traditional maintenance, which is based on scheduled interventions or reactive actions after a failure occurs, the predictive approach relies on the continuous analysis of data generated by the system.

In a non-interoperable system, problems are often detected only when they become clearly visible, for example through a significant drop in production or an inverter shutdown. This leads to:

  • loss of energy production,
  • urgent and costly interventions,
  • unplanned downtime.

Predictive maintenance, on the other hand, makes it possible to anticipate failures by analyzing weak signals and abnormal performance variations before they turn into critical issues.

The role of Interoperability

Interoperability is the enabling factor for predictive maintenance. Only when inverters, modules, storage systems, sensors, and software platforms communicate with each other is it possible to:

  • correlate data from different sources,
  • compare actual and expected performance,
  • identify patterns of degradation or malfunction.

For example, cross-referencing production, temperature, irradiance, and performance history data allows us to understand whether a performance loss is related to environmental conditions or an impending technical problem.

 

Targeted and timely interventions

Thanks to predictive maintenance, interventions are no longer generic or “calendar-based” preventive, but targeted and based on real data. This means:

  • intervening only when truly necessary,
  • replacing components before they fail,
  • planning activities without urgency.

The result is smarter management of technical and human resources, with a direct impact on operating costs.

 

Scalability and the future of photovoltaic systems

Another key aspect of interoperability is scalability. Photovoltaic systems, especially in industrial and commercial settings, are often subject to expansion and upgrades over time. Interoperable systems allow the addition of new modules, storage systems, or software features without interrupting the operation of the existing system.

This flexibility is essential for adapting to ever-evolving energy scenarios, such as integration with smart grids, energy communities, and advanced consumption management systems.

 

The Role of standards and open platforms

To ensure high interoperability, the photovoltaic industry is increasingly focusing on shared standards and open platforms. Common communication protocols and modular architectures promote compatibility between different solutions and reduce the risk of technological lock-in.

Companies that invest in open and interoperable solutions position themselves as reliable and forward-looking partners, capable of offering long-term value to their customers.

The interoperability of photovoltaic technologies is no longer an option, but a strategic necessity. In a context where efficiency, performance, and sustainability are key factors, the ability to integrate systems and data represents a decisive competitive advantage.

Adopting interoperable solutions means improving plant performance, simplifying operators’ work, and preparing for future challenges in the energy sector. For photovoltaic companies, investing in interoperability today means building smarter, more flexible systems that are ready to evolve tomorrow.

28 Oct

Technological Innovation in Renewable Energy: Towards a More Efficient Future

by Redazione
in Blog in English
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The large-scale adoption of renewable energy is essential to address challenges such as climate change and energy security.

Technological innovation is revolutionizing the renewable energy sector, improving efficiency and reducing costs. Technologies such as high-efficiency photovoltaic panels, smart wind turbines and organic photovoltaic cells are maximizing energy production and minimizing consumption.

Digitalization and automation, supported by the Internet of Things (IoT) and artificial intelligence, allow for the optimization of energy plant management, reducing downtime and improving maintenance. The use of drones for energy infrastructure inspection represents a further step towards safer and more efficient operations.

The implementation of cutting-edge management and control systems allows for monitoring the production and efficiency of renewable sources, optimizing performance and reducing waste.

The sale of renewable energy is supported by digital platforms and innovative applications that facilitate market access and knowledge.

Among the most interesting prospects are the integration of advanced storage systems to optimize energy use, the development of smart grids for more efficient distribution and the continuous search for innovative solutions to overcome the challenges related to the transition to a low-carbon economy.

According to recent industry studies (source: “Italy for Climate” Survey, 2023), the adoption of innovative technologies in the field of renewable energy has contributed to an annual growth of the market of 20% in the last five years. This positive trend has been driven by the increasing efficiency of production technologies, the reduction of operating costs and the greater awareness of the importance of clean energy for environmental sustainability.

 

The collaboration between EF Solare Italia / Raptech

An interesting example of the support offered by technology to the growth of the renewable energy market is represented by the collaboration between Raptech and EF Solare Italia, a leading photovoltaic operator in Europe, 70% owned by the funds of F2i – Fondi Italiani per le Infrastrutture, the largest infrastructure fund active in Italy, and 30% by Crédit Agricole Assurances, the leading French institutional investor in renewable energy.

Raptech is a company that has been active in the renewable energy sector for over 15 years, specializing in monitoring and asset management solutions for photovoltaic plants. Raptech offers management tools based on proprietary platforms such as R-Cloud, which help maximize operational efficiency in the renewable energy sector.

The EF Solare Italia Group, with more than 300 plants and an installed capacity of over 1 GW between Italy and Spain, is one of the leading photovoltaic operators in Europe. It is positioned as an industrial and technological leader in the sector and is an active protagonist of the national and European energy transition process through operational excellence, innovation, the development of new plants and the valorization of its assets.

EF Solare Italia has also been actively operating in the agrivoltaic sector for over 10 years, thanks to the 32 MW of photovoltaic greenhouses and the development of an innovative advanced agrivoltaic model with zero land consumption. As an Italian pioneer of agrivoltaics, EF Solare Italia is a partner in the European research project “Symbiosyst” which, selected and financed by Horizon Europe, aims to design and develop scalable models to increase the competitiveness of the sector in Europe.

The Group, a member of the main trade associations, is also constantly engaged in research and development activities for the design of technical and management solutions aimed at the optimization, innovation and industrialization of the sector both in Italy and in Spain, where EF Solare Italia is present through its subsidiary Renovalia.

EF Solare Italia uses Raptech systems to support the operations of the Operations (Monitoring & Performance) and Energy Management areas. The Raptech system has allowed a smooth integration with the business processes of EF Solare Italia. This feature is crucial to guarantee a continuous flow of data between the various departments, improving internal communication and supporting more informed business decisions.

Thanks to these features, EF Solare Italia not only optimizes the management of photovoltaic systems, but can also guarantee an improvement in the quality of the data collected and greater efficiency and simplification of business processes. In a constantly evolving sector such as that of renewable energy, the adoption of these advanced technologies is combined with the goal of EF Solare Italia to maintain a leadership position and ensure sustainable growth.

 

The EF Solare Italia/ Raptech Case Study: Monitoring & Performance

One of the main challenges of EF Solare Italia is the need to monitor the performance of its photovoltaic systems.

Monitoring and control are essential to ensure optimal efficiency and maximize performance over time. Integrated sensors are essential tools to constantly verify the correct functioning of the system. Thanks to the data collected, it is possible to monitor the progress of energy production and intervene promptly in the event of anomalies.

The lack of an effective monitoring system can lead to significant problems. Without constant control, any malfunctions or failures could go unnoticed, compromising the overall performance of the system and generating additional costs for corrective maintenance.

EF Solare Italia, a leader in the management of photovoltaic systems, has integrated the R-Cloud meter reading system, developed by Raptech, into its processes, taking full advantage of its advanced features. This system allows the automatic and constant reading of energy production meters, comparing the data collected with those of the Distributor. This synchronization ensures accuracy and prevents any reading errors that could compromise the revenue streams from incentives and the sale of the energy produced.

Data quality is a central element of R-Cloud thanks to energy validation tools, selection of irradiation data from different sources and subsequent validation of unique and verified KPIs (Key Performance Indicators). One of the most used aspects of the system, in fact, is its automated reporting, which provides a detailed overview of the performance of the systems. These reports are essential to quickly identify any discrepancies or malfunctions, allowing timely interventions that minimize downtime and maximize energy production.

The presence of a control system is essential to be able to proceed with a fundamental pillar in the optimal management of photovoltaic systems: preventive maintenance. This practice offers, in fact, a series of significant advantages that contribute to the duration and efficiency of the system.

One of the main benefits of preventive maintenance is the ability to promptly identify and resolve any anomalies or problems, thus reducing the risk of sudden failures and minimizing system downtime. This translates into continuous energy production and a reduction in long-term management costs.

Correct planning and management of photovoltaic system maintenance requires the development of a detailed maintenance plan that includes the activities to be carried out, the intervention times and the necessary resources. Constantly monitoring the status of the system, using data from photovoltaic system monitoring, allows targeted preventive measures to be adopted and prompt intervention in the event of anomalies, thus ensuring maximum efficiency and durability of the system over time.

 

The EF Solare Italia / Raptech case study: Energy Management

Managing a photovoltaic system requires specific skills and a holistic approach that goes beyond simple installation and energy production. Through constant monitoring of production data, it is possible to identify any anomalies or malfunctions that could compromise the performance of the system.

The use of advanced software and analysis tools allows for optimizing the management of production and also revenues (incentives and sales of electricity and Guarantees of Origin). Correct management of financial resources is, in fact, another key aspect. Carefully monitoring revenues in relation to the performance of the system is a fundamental activity to ensure the correct valorization of the energy produced.

From this perspective, the automation of the control of electricity sales invoices to market operators and incentives received from the GSE is a central element. This challenge, closely linked to the minimization of errors in remote meter reading, is crucial for the correct monitoring of cash flows.

In particular, the Energy management area of ​​EF Solare Italia uses the R-Cloud section dedicated to monitoring revenues from the GSE Conto Energia agreement. The platform also allows you to effectively manage the billing relating to PPA (Power Purchase Agreement) contracts for the sale of energy produced by photovoltaic systems and Guarantees of Origin. This is possible thanks to the automatic control of the amounts based on the real and estimated load profiles, which Raptech allows you to access quickly and automatically through the TSO, DSO and GSE portals. Finally, R-Cloud allows you to quickly verify the correct application of the contractual conditions for the sale of energy, allowing you to distinguish between fixed-price sales contracts and variable-price market contracts.

Nvidia - Raptech
22 Apr

The evolution of hardware for Artificial Intelligence: the success story of NVIDIA

by Redazione
in Blog in English
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Artificial Intelligence (AI) is revolutionizing the world we live in and hardware is playing a crucial role in this process. The evolution of AI is closely linked to the progress of the hardware that supports it, opening up new possibilities and challenges. In this new blog post from Raptech we will explore the success story of NVIDIA, a leader in generative AI, which recently presented its new Blackwell chips in California. We will analyze the importance of hardware in the evolution of Artificial Intelligence and NVIDIA’s role as a pioneer in this sector.

The importance of hardware in the evolution of Artificial Intelligence

The evolution of Artificial Intelligence is closely linked to the development of hardware. Without the right hardware, AI could not reach its potential. As the years have passed, there have been notable advances in technology, allowing for the creation of increasingly advanced chips to support Artificial Intelligence.

Through its hardware solutions, such as graphics processors (GPUs), NVIDIA has helped advance Artificial Intelligence in several fields, including data analysis, computer vision, speech recognition and much more. NVIDIA’s hardware was able to handle large amounts of data and perform complex calculations efficiently, leading to significant achievements in AI.

As a leader in AI, it has always invested in research and development to improve the hardware to support Artificial Intelligence. Its new Blackwell chips are a clear example of this commitment, with cutting-edge features that improve the efficiency and effectiveness of generative AI.

Importantly, companies like NVIDIA are critical to hardware innovation in Artificial Intelligence. With their commitment and resources, they can advance the research and development of new technologies that contribute to the evolution of AI.

NVIDIA has been able to support and improve the performance of Artificial Intelligence applications also through collaboration between humans and AI. This has led to success for both NVIDIA and its customers, who have been able to make the most of the potential of NVIDIA’s hardware and the capabilities of Artificial Intelligence.

An example of this success is the collaboration with industrial robotics company KUKA, which used NVIDIA technologies to develop an advanced robotic system capable of learning and adapting to production situations in real time. Thanks to the collaboration between humans and Artificial Intelligence, this system achieved a 30% increase in performance compared to previous solutions.

Additionally, NVIDIA worked with automation company Siemens to develop an AI-based control system for industrial machines that reduced production times and improved accuracy by 25%. These are just some of the many success stories in which the collaboration between humans and AI has led to exceptional results thanks to NVIDIA hardware.

 

NVIDIA: a leader in AI

NVIDIA is undoubtedly one of the leaders in the Artificial Intelligence market. Founded in 1993, the company has established itself as a leading provider of AI hardware, offering innovative, cutting-edge solutions to support the evolution of this technology. Nvidia Blackwell chips are an example of this ongoing commitment to innovating and improving the performance of Artificial Intelligence devices.

With their high computing power and machine learning capability, these chips were designed to support and optimize generative AI applications. Their launch was announced in California a few weeks ago, during the NVIDIA event, where other company news and projects in the field of Artificial Intelligence were also presented.

NVIDIA’s goal is to consolidate its leadership position in the generative AI market, exploiting the potential of the new Blackwell chips and offering increasingly advanced and high-performance solutions to meet the needs of a constantly evolving sector.

Thanks to its leadership in innovation and the development of cutting-edge technologies, NVIDIA has received numerous recognitions and awards, confirming its success in the field of Artificial Intelligence. The company continues to invest in research and development to constantly improve its solutions and support the evolution of Artificial Intelligence.

 

Nvidia Blackwell is the most powerful AI chip in the world

The Nvidia GTC 2024 conference opened with the official announcement of the next generation Blackwell GPU architecture: the manufacturer calls it the most powerful chip in the world.

The company will offer three GPUs for data centers and AI tasks: B100, B200, and GB200. The latter, the most powerful, will be composed of two GPUs and a Grace central processor.

To some extent, the new architecture, like AMD’s GPU, involves the use of blocks (“chiplets”): the processors consist of two large crystals connected by a 10 TB/s interface.

Nvidia says the GB200 will have seven times faster inference performance, four times faster training performance, and 25 times better power efficiency than its predecessor, the GH200, which is based on the Hopper architecture. As calculated by the company, thanks to the high energy efficiency characteristics, the scope of artificial intelligence systems in data centers can be easily increased by equipping them with more than 100 thousand GPUs.

The GB200 Grace Blackwell Superchip motherboard supports two new GPUs and the Grace ARM processor, which has 72 Neoverse V2 cores and delivers 40 petaflops of FP4 computing performance. Nvidia said it created a new type of conversion algorithm for this high level of performance.

The main users of the new Blackwell chips are expected to be the world’s large technology companies, such as Amazon, Dell, Google, Microsoft, Tesla and others. The sales start date for Nvidia Blackwell GPUs has not been announced during GTC 2024.

At the moment not even the cost of Nvidia Blackwell has been announced. The previous generation H100 is sold on the market at prices ranging from 25 thousand to 40 thousand dollars per unit; the cost of server systems is several hundred thousand dollars.

 

Artificial intelligence and renewable energy

Artificial intelligence and renewable energy are two elements that can collaborate synergistically to achieve sustainability goals. AI can be used to optimize the use of renewable energy resources, thanks to its ability to analyze and manage large amounts of data efficiently.

Furthermore, the collaboration between artificial intelligence and renewable energy can lead to more precise and reliable results, as AI can provide useful information and suggestions for making strategic decisions in the management of renewable energy sources. An example of this is using AI algorithms to predict wind or solar energy production, thus improving renewable energy planning and efficiency.

It is important to continue to develop and deepen this collaboration, as it can lead to greater sustainability and a better future for our planet.

 

Generative AI: the future of Artificial Intelligence

Artificial Intelligence technology is advancing rapidly, and one of the most promising areas is generative AI. This field focuses on creating algorithms capable of generating new ideas and solutions, rather than simply repeating existing information. In this context, the new Nvidia Blackwell chips are attracting attention thanks to their potential in generative AI.

These chips offer greater computing power and greater versatility than previous AI hardware solutions. This means they can be used for a wide range of applications, from financial market forecasting to creating art and music. Furthermore, generative AI can also be used to improve user experience in areas such as video games or augmented reality.

Nvidia Blackwell chips are therefore an important resource for the future of Artificial Intelligence, capable of broadening the horizons of this technology and leading to new and innovative applications. Thanks to their power and versatility, they represent the next evolutionary step in AI hardware and open up new avenues for collaboration between humans and machines.

 

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