A pear orchard in the Netherlands might not look like a tech hub, but it's here that the future of farming is quietly taking shape. From autonomous ground robots to intelligent energy systems, the TALOS project is transforming age-old agricultural practices into a high-tech, sustainable model for tomorrow.


Agriculture, long considered a traditional and low-tech industry, stands on the cusp of a robotics-driven revolution. This article, the second of the two which are based on a conversation with researchers from Wageningen University & Research (WUR), delves into the robotics and precision agriculture technologies tested through the TALOS project at an innovative pear orchard in Randwijk, the Netherlands. Here, amid neat rows of fruit trees and solar panels, robotics and data science are redefining the future of farming.


A trio of technologies driving innovation

Central to the TALOS project’s technological advancements is the deployment of three pioneering solutions: EdenCoreViewer, the autonomous Husky robot of the Agricultural University of Athens (AUA), and the energy management system developed by the Centre for Research and Technology – Hellas (CERTH). These tools are not only emblematic of the growing synergy between agriculture and digital innovation, but also form the foundation of a smarter, more responsive farming model.

"EdenCore Viewer is essentially a high-resolution camera box that mounts on tractors, performing tasks like blossom measurements," explains Stefan Hol. This form of precise, data-driven monitoring offers farmers unprecedented insight into crop health, far beyond the capabilities of traditional manual inspections. The value of this tool lies in its ability to produce a detailed snapshot of blossom density and distribution, which can later inform a range of decisions from pollination strategies to thinning.

The AUA’s Husky robot is customised with onboard sensors capable of navigating independently of GPS. This ensures that the robot can move freely through the orchard, mapping its position and performing tasks without relying on satellite signals that may be compromised by overhead PV structures.

CERTH's contribution is a smart energy management and scheduling system that supports Husky's operations. "CERTH is responsible for path planning, task scheduling, and battery recharging. The robot autonomously moves through the orchard, performing its tasks and recharging, when necessary," Stefan elaborates. With charging stations strategically placed throughout the orchard, the robotic workflow remains seamless and efficient. The smart scheduling platform not only maximises uptime but also integrates with the broader energy ecosystem of the orchard, which includes solar energy sources.


From automation to precision and sustainability

The true value of these technologies extends far beyond automation. Stefan underscores the improvement in precision, particularly during sensitive agricultural stages. “Farmers don’t usually conduct systematic blossom inspections for every tree or row,” he notes. “They might get a general sense while driving through the orchard during other tasks like spraying or occasionally inspect criss-crossed sections to get an overall idea.” In contrast, robotic solutions allow for frequent and autonomous inspections, even during nighttime, yielding precise, granular data. “This gives you more detailed information, and more often — almost like a time-lapse — helping you spot areas with unusually high or low blossom density and decide where manual intervention might be needed,” Stefan explains. This level of detail leads to better-informed decisions, enhancing crop quality and yield. With enough data points, growers can begin to correlate environmental factors with yield performance, paving the way for data-driven forecasting.

Sustainability is a core outcome of such precision. "If you can precisely sense each tree’s water, fertilizer, or pesticide needs, it dramatically enhances sustainability by reducing overall inputs," says Hellen Elissen. Targeted application minimises environmental impact, reduces waste, and conserves valuable resources. It also brings down operational costs and helps ensure compliance with environmental regulations.

The EdenCore Viewer and Husky robot serve as more than mere tools; they are a gateway to precision agriculture practices that are becoming indispensable in modern farming. When deployed intelligently, these technologies facilitate dynamic crop care, allowing farmers to shift from broad-stroke management to plant-specific interventions. The ripple effects on resource conservation and biodiversity are potentially profound.


Redefining agricultural labour

Labour efficiency is another compelling benefit. Stefan discusses the pressures on the labour force, particularly in seasonal work: "Labour costs are among the highest in fruit production, with significant pressures due to seasonal worker shortages and associated logistical complexities." Robotic systems can relieve these pressures by automating repetitive and time-consuming tasks. This becomes particularly valuable in regions where migrant labour is declining, or where housing and regulatory burdens are growing.

That said, the shift isn't without debate. "Some strongly oppose replacing human labour with robots, highlighting the broader social implications of this technological shift," Hellen notes. Yet the researchers point out that automation brings new opportunities. "Robots require maintenance and oversight, creating specialised jobs. This shift could enhance job quality, moving from manual labour to technical management," Stefan suggests.

Moreover, automation can reduce worker exposure to harmful substances like pesticides, and limit repetitive strain injuries associated with tasks such as pruning or fruit thinning. In this way, robotic integration could improve occupational health and safety while helping to address skill gaps by encouraging training in robotics and data management within the agricultural sector.


Lightweight, clean, and adaptable

The physical design of the Husky robot provides added advantages. "A standard tractor can significantly damage orchard soil, especially under wet conditions, due to its heavy weight and diesel-powered operations," Hellen explains. "The Husky robot, however, weighs around 50 kilograms, distributing its weight gently across four wheels, minimising soil compaction and eliminating diesel use," Stefan adds.

Beyond its environmental friendliness, Husky’s light footprint makes it viable in delicate terrains or during early growing seasons when soil disturbance can severely affect root structures. It also allows for more frequent field access, even in conditions that would ground heavier machinery.

Looking to the future, both researchers envision even greater capabilities. Additional sensing technologieslike infrared imaging, insect detection, and spectral analysis could further refine crop monitoring. "The Husky robot's flexibility means we can easily mount different sensing technologies to monitor diverse agricultural parameters," Stefan says. Hellen also notes that modularity makes it easier to tailor the robot’s functionality to specific crops or changing farm conditions.


Co-creation and real-world testing

Perhaps the most profound insight from TALOS is its interdisciplinary foundation. "The most significant achievement is how the project integrates agricultural expertise with robotics, sensor technology, and energy management from inception," Stefan reflects. Hellen agrees: "This co-creation approach ensures real-world relevance, testing innovations directly in the field rather than isolated laboratories."

The TALOS project exemplifies a collaborative model of innovation, where technologists and agriculturalists work side by side from day one. This results in technology that is not only innovative but also grounded in real operational needs and limitations. The orchard becomes more than a site of experimentation; it is a crucible for scalable, practical change.


A blueprint for tomorrow's farming

TALOS’ experimental orchard serves not only as a proving ground for robotics but as a blueprint for the agriculture of tomorrow. By blending solar energy, automation, and precision agriculture, TALOS demonstrates how integrated approaches can transform farming, making it more sustainable, resilient, and future-ready.

From increased data accuracy and resource efficiency to reduced environmental impact and new economic models, the innovations piloted at this Dutch orchard point to a global future. A future in which robots are not replacing farmers, but empowering them with better tools, richer data, and smarter strategies to feed a growing world sustainably.



*Photos by Wageningen University & Research (WUR)




Project Coordinator:

Daniel Albuquerque, EDP
daniel.albuquerque@edp.pt

Communication & press contact:

Cesar G. Crisosto, ICONS
cesar.crisosto@icons.it