Naast de vele publicaties in de media en het materiaal, dat de leveranciers van EIS-pakketten verspreiden, hebben vorig twee onafhankelijk van elkaar opererende werkgroepen onderzoeksrapportages uitgebracht over de praktijkervaringen met Executive Information Systems (EIS) in Nederland.
De Nederlandse maatschappij staat voor een belangrijke uitdaging. In 2030 moet de CO2-uitstoot met minimaal 49% zijn teruggedrongen en de Nederlandse industrie dient veel meer circulair te werken dan nu het geval is. In 2050 is de industrie circulair en stoot vrijwel geen broeikasgas meer uit. Een hele opgave als je bedenkt dat Nederland volgens de Nieuwe Economie Index nu nog op een score zit van 12.1% wat betreft circulariteit (Van ‘t Klooster et al., 2020). Voor de topsector Logistiek betekent dit dat er kennis en nieuwe concepten ontwikkeld moeten worden om duurzame logistieke oplossingen te realiseren.
LINK
The demand for mobile agents in industrial environments to perform various tasks is growing tremendously in recent years. However, changing environments, security considerations and robustness against failure are major persistent challenges autonomous agents have to face when operating alongside other mobile agents. Currently, such problems remain largely unsolved. Collaborative multi-platform Cyber- Physical-Systems (CPSs) in which different agents flexibly contribute with their relative equipment and capabilities forming a symbiotic network solving multiple objectives simultaneously are highly desirable. Our proposed SMART-AGENTS platform will enable flexibility and modularity providing multi-objective solutions, demonstrated in two industrial domains: logistics (cycle-counting in warehouses) and agriculture (pest and disease identification in greenhouses). Aerial vehicles are limited in their computational power due to weight limitations but offer large mobility to provide access to otherwise unreachable places and an “eagle eye” to inform about terrain, obstacles by taking pictures and videos. Specialized autonomous agents carrying optical sensors will enable disease classification and product recognition improving green- and warehouse productivity. Newly developed micro-electromechanical systems (MEMS) sensor arrays will create 3D flow-based images of surroundings even in dark and hazy conditions contributing to the multi-sensor system, including cameras, wireless signatures and magnetic field information shared among the symbiotic fleet. Integration of mobile systems, such as smart phones, which are not explicitly controlled, will provide valuable information about human as well as equipment movement in the environment by generating data from relative positioning sensors, such as wireless and magnetic signatures. Newly developed algorithms will enable robust autonomous navigation and control of the fleet in dynamic environments incorporating the multi-sensor data generated by the variety of mobile actors. The proposed SMART-AGENTS platform will use real-time 5G communication and edge computing providing new organizational structures to cope with scalability and integration of multiple devices/agents. It will enable a symbiosis of the complementary CPSs using a combination of equipment yielding efficiency and versatility of operation.