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Towards an autonomous Greenhouse

Greenhouse horticulture plays an important role in the year-round production of fresh, healthy and high quality products. The production has to be economically viable and sustainable in the use of natural resources, such as water, nutrients and energy. The area for protected cultivation is increasing around the world. The limiting factor is becoming the availability of sufficient highly qualified staff with knowledge of cultivation of a high-quality product, who can oversee all aspects of an efficient production system with minimal use of resources. More automation is therefore required.

In AGROS, we work on the realization of the ‘autonomous greenhouse’ in which cultivation is controlled remotely via intelligent algorithms, based on measurements of climate and crop properties collected by an array of intelligent sensors.

The project is divided into three workpackages:

  1. Understanding crop physiology in response to changing environmental conditions
  2. Translation of data from sensors to crop parameters and crop responses
  3. Autonomous greenhouse control through (climate-plant) sensor-driven-intelligent algorithms

For more information see “Workpackages”

Agros final meeting: results of the first 4 years, prelude to continuation of the programme

AGROS, the research program in which Wageningen University & Research (WUR) and 26 private partners worked on an ‘Evolution towards sustainable AGRicultural Business Systems’ recently concluded with a final meeting. It was also announced there that the program will be continued with AGROS-II.’Modelling is not objective’Modeling and artificial intelligence (AI) have become indispensable within the [ … ]

Controlling chrysanthemum cultivation based on sensor information

In the AGROS project we are working towards an autonomous greenhouse in which cultivation is controlled remotely by intelligent algorithms based on automated measurements with sensors. After a successful validation trial in early 2023 in which cucumbers were grown autonomously, the concept was broadened to the other model crop of the project, chrysanthemum. Current challenges [ … ]

AGROS knowledge sessions

Knowledge sessions are currently being organized for the partners of AGROS to dive deeper into the knowledge developed during the project. The first sessions about Digital Twin and Computer Vision were organized in November 2023. On Tuesday, December 5, the spotlight was on the cultivation plan in an online webinar, led by Monique Bijlaard  of [ … ]

Kunstmatige intelligentie in kassen haalbaar

AGROS validation trial confirms the feasibility of autonomous control in greenhouses

The recently completed AGROS validation trial is taking researchers another step closer to the realisation of a fully autonomous greenhouse. In the trial an Artificial Intelligence algorithm, based on Reinforcement Learning, controlled the climate in a semi-commercial greenhouse resulting in a productive cucumber crop. Another milestone was marked by the successful deployment of a Digital [ … ]

Growing cucumbers using AI

Growing cucumbers using intelligent algorithms

The public-private partnership project AGROS aims to realize an “autonomous greenhouse” in which cultivation is remotely controlled by artificial intelligence (AI). Intelligent algorithms and advanced sensors monitor key crop characteristics and support the decisions made to achieve profitable cultivation. AGROS is led by Wageningen University & Research. A fully autonomous greenhouse system “The dot on [ … ]

The AGROS program

The AGROS programme is a collaboration between Wageningen University & Research (WUR) and 29 private partners, with funding provided by two of the Top Sectors programmes: Agri & Food and Horticulture & Starting Materials. AGROS stands for ‘Evolution to sustainable AGRicultural Operation Systems’. The main goal is to develop tools that can support production that is based on natural, biological and ecological processes and thereby steer production towards sustainable use of inputs like energy, water, plant protection, products and labour. The knowledge obtained from the research and experiments, and the professional guidance provided will benefit the participating arable and dairy farmers, greenhouse growers and technology companies. Over the next four years, the business community and the government will invest more than €6.5 million in this programme.