Abstract Despite the numerous business benefits of data science, the number of data science models in production is limited. Data science model deployment presents many challenges and many organisations have little model deployment knowledge. This research studied five model deployments in a Dutch government …

Growing volumes of wood are being used in construction, interior architecture, and product design, resulting in increasing amounts of wood waste. Using this waste is challenging, because it is too labor-intensive to process large volumes of uneven wood pieces that vary in geometry, quality, and origin. …

Kelvion refrigeration B.V is one of the world’s leading manufacturers of heat exchangers, who provide solutions for almost every industrial application imaginable, working in an engineer to order fashion to provide the customers with the utmost ability to customize their products. In theory, 9 weeks …

Large floating projects have the potential to overcome the challenge of land scarcity in urban areas and offer opportunities for energy and food production, or even for creating sustainable living environments. However, they influence the physical, chemical, biological and ecological characteristics …

Panorama Films is an Italian-based production and service company, for feature films, commercials, photographic shoots and more; and assists foreign production companies in all aspects of the production, such as budget allocation, crew, locations, etc. Panorama Films plans to implement a radical change …

The case we describe is the journey of one company, a SME sheet metal manufacturing company in development of a Digital Twin in a production setting. We choose to highlight this specific case for several reasons: • A clear Industry 40 technology was the center piece of the project: The development of …

This chapter discusses how to build production-ready machine learning systems. There are several challenges involved in accomplishing this, each with its specific solutions regarding practices and tool support. The chapter presents those solutions and introduces MLOps (machine learning operations, also …

Drinking water utilities are responsible for providing safe drinking water. As water directly impacts public health, water utilities follow stringent water treatment standards and processes. However to keep pace with the dynamic environment and tackle challenges such as water stress, water pollution, …

Industrial Symbiosis Networks (ISNs) consist of firms that exchange residual materials and energy locally, in order to gain economic, environmental and/or social advantages. In practice, ISNs regularly fail when partners leave and the recovery of residual streams ends. Regarding the current societal …

Limacon is a marketing agency that provides services in marketing, sales, event management and business digitalization. The company consists of 21 employees, 5 of which are the managers of the five main departments of the company – marketing, sales, events, web and administration. The target customers …