Cooperation scenarios in multi-agent water monitoring platform

Monitoring as well as achieving related water quality goals for rivers is a challenge on several scales of both space and time. There are several factors influencing the most effective actions to implement, when it comes to water quality. Collecting water quality data can be challenging and expensive as maintaining specialized equipment can raise costs over time. Within the MultiMonD2 project, a multi-agent platform of micro-laboratories specialized in the water quality monitoring of the Danube river and Delta is being developed. Aerial and surface water vectors are used as carrier systems for sensor-based detection equipment along with a technical solution that allows the cooperation between the robotic vectors. To this end the paper presents architectural solutions for realizing the multi-agent monitoring platform as well as analyzes different possible scenarios for cooperation between aerial and surface water vectors.

Authors

Publication Details

Journal
Periodicals of Engineering and Natural Sciences (PEN)
Published
2025-12-31
DOI
https://doi.org/10.21533/pen.v7.i1.1490
Primary Topic
Environmental Monitoring and Data Management
Type
article
Field-Weighted Citation Impact
0.00

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article

Cooperation scenarios in multi-agent water monitoring platform

Maria Madalina Andronache, Octavian Fratu, Carmen Voicu, Alexandru Vulpe et al.
Periodicals of Engineering and Natural Sciences (PEN)
Environmental Monitoring and Data Management
article

Cooperation scenarios in multi-agent water monitoring platform

Maria Madalina Andronache, Octavian Fratu, Carmen Voicu, Alexandru Vulpe, Ana-Maria Drăgulinescu
article en

Abstract

Monitoring as well as achieving related water quality goals for rivers is a challenge on several scales of both space and time. There are several factors influencing the most effective actions to implement, when it comes to water quality. Collecting water quality data can be challenging and expensive as maintaining specialized equipment can raise costs over time. Within the MultiMonD2 project, a multi-agent platform of micro-laboratories specialized in the water quality monitoring of the Danube river and Delta is being developed. Aerial and surface water vectors are used as carrier systems for sensor-based detection equipment along with a technical solution that allows the cooperation between the robotic vectors. To this end the paper presents architectural solutions for realizing the multi-agent monitoring platform as well as analyzes different possible scenarios for cooperation between aerial and surface water vectors.

Periodicals of Engineering and Natural Sciences (PEN)Vol. 7(1)
Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii
Clean water and sanitation
Openalex Percentile: Top 23%
Environmental Monitoring and Data Management
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Cooperation scenarios in multi-agent water monitoring platform — Maria Madalina Andronache, Octavian Fratu, et al. · Periodicals of Engineering and Natural Sciences (PEN) (2025) | TGRS Research Map | TGRS