Data-driven techniques and robotics are among key trends in O&M

Facebook
Twitter
LinkedIn
Reddit
Email
AI-driven predictive O&M can pre-emptively identify components at risk of failure in extreme conditions. Image: Above Surveying.

A recent report from the European trade association SolarPower Europe (SPE) has highlighted the use of data-driven techniques, industry 4.0 solutions and robotics as some of the key trends in operations and maintenance (O&M) for the solar industry.

On top of the latest innovations and trends in O&M, the sixth edition of SPE’s O&M Best Practice Guidelines also includes revised guidance on solar PV plant maintenance and data management and new chapters on electrical safety and common tests and inspections.

This article requires Premium SubscriptionBasic (FREE) Subscription

Unlock unlimited access for 12 whole months of distinctive global analysis

Photovoltaics International is now included.

  • Regular insight and analysis of the industry’s biggest developments
  • In-depth interviews with the industry’s leading figures
  • Unlimited digital access to the PV Tech Power journal catalogue
  • Unlimited digital access to the Photovoltaics International journal catalogue
  • Access to more than 1,000 technical papers
  • Discounts on Solar Media’s portfolio of events, in-person and virtual

Or continue reading this article for free

The report highlights several trends, including the use of data-driven and industry 4.0 techniques, which aim to reduce the number of human interventions while embracing digitisation.

One of the solutions that continues to grow for O&M is the use of robotic solutions to carry out work, especially through drones. Dubbed “drone in a box” systems, these are designed for automated deployment, operation and data collection in order to carry out automated inspections and monitoring of a solar PV plant.

Despite a high initial cost, their potential for return on investment (ROI) through operational efficiency makes them a “promising” technology for the solar industry, according to the report.

In the past few years, the increased popularity of artificial intelligence (AI) through its use in large-language models (LLM), such as ChatGPT and others, has not escaped the solar industry. SPE’s report expects the use of generative AI in workflow automatisation to “reshape engineering software” for renewable energy asset operations and will become indispensable tools.

These models will be able to significantly save time by expediting data queries and contextual data visualisation.

Stelios Antellis, chair of the SolarPower Europe Lifecycle Quality workstream, and head of global strategic operation at Chinese solar manufacturer Astronergy, said: “The future of solar power relies on lasting quality, durability, and well-maintained systems that meet performance expectations.

“With the sixth version of these guidelines, we keep integrating and refining best practices which highlight the critical importance of proper O&M, and ensure that our solar PV power plants generate value for investors and communities for generations to come.”

In addition to these trends, the report highlighted the importance of high-quality O&M services in mitigating potential risks, improving the levelised cost of electricity (LCOE) and power purchase agreement (PPA) prices, and positively impacting the ROI.

Walburga Hemetsberger, CEO of SolarPower Europe, said: “A thriving solar industry with quality solar installations is the cornerstone of a successful energy transition. These guidelines will ensure that the sector installs solar systems that foster growth, strengthen trust, and accelerate the solar revolution across Europe.”

The first version of this O&M guideline report was published in 2016. The sixth edition comprises over 30 experts of SPE’s Lifecycle Quality workstream writing with background on O&M, recycling and circularity, utility-scale solar PV and manufacturing.

SPE’s sixth edition of its O&M guideline report can be accessed here.

Read Next

July 10, 2025
US solar residential installer Sunnova has entered into a stalking horse asset purchase agreement with Omnidian for some of its assets.
Premium
July 7, 2025
Collecting project performance data and managing cybersecurity concerns is no simple task for many project managers.
July 2, 2025
Robotics company Luminous has received AU$4.9 million (US$3.2 million) via Australia’s Solar ScaleUp Challenge to support deploying its ‘LUMI’ technology at utility-scale solar PV power plants.
Premium
June 30, 2025
Solargis CEO Marcel Suri explores three areas where new standards could help underpin greater efficiency, accuracy and market resilience.
Premium
June 26, 2025
Carlos Rodriguez, Oktoviano Gandhi and Sun Huixuan examine the energy yield performance of different FPV system configurations.
Premium
June 23, 2025
As solar plants age, the possibility of voltage collapse increases. Thomas Mart and Jeetu Jangle of Solarlytics examine the problem.

Subscribe to Newsletter

Upcoming Events

Media Partners, Solar Media Events
September 2, 2025
Mexico City, Mexico
Solar Media Events
September 16, 2025
Athens, Greece
Solar Media Events
September 22, 2025
Bilbao, Spain
Solar Media Events
September 30, 2025
Seattle, USA
Solar Media Events
October 1, 2025
London, UK