CB

C.A. Bakker

47 records found

Towards greener pulse oximetry

Product design enabling a seamless transition towards more sustainable pediatric pulse oximetry at Reinier de Graaf Gasthuis

According to the NFU (2024), pulse oximeters are the second most environmentally impactful disposable medical product in terms of CO₂-equivalent emissions. At Reinier de Graaf Gasthuis (RdGG), all departments have transitioned to reusable pulse oximeters, except for the pediatric ...

Page by Page

A repairable headphone, rethought through its user guide

This graduation project, conducted in collaboration with Sony Corporation, explores how over-ear wireless headphones can be redesigned to better align with the principles of the circular economy. The current design of consumer electronics, including headphones, largely follows a ...

Towards Environmental Sustainability of GenAI

A strategy framework across the lifecycle

The proliferation of Generative Artificial Intelligence (GenAI) poses substantial environmental challenges, including escalating energy consumption, water usage, and material extraction, which strain vulnerable planetary systems. 


This work examines how the development and deployment of GenAI can be aligned with environmental sustainability objectives. It proposes a framework that categorizes sustainability strategies into seven distinct types: Refuse (abandoning the function GenAI was intended to fulfilll or employing alternative means), Reframe (modifying the context in which GenAI is embedded - such as governance or project framing - to reduce the number and scale of models), Reduce (efficiency enhancements to the technology itself to lower resource consumption), Reuse (reusing a model in a new context while preserving its functionality), Release (updating a model to restore its functionality, e.g. through data updates or bug fixes), Revise (using components of an existing model to develop a new one, such as via transfer learning), and Support (measures that increase the likelihood of adopting other strategies without directly reducing environmental impact, such as impact quantification). These strategies are systematically mapped to the lifecycle stages of GenAI, showing where each type can be applied. Field applications of the framework are already underway, underscoring its practical relevance and potential for real-world impact. Find the framework on the following page. 


To assess the current state of research, a comprehensive scoping study was conducted across IEEE Xplore and Web of Science. The objective was to identify practical examples aligned with each strategy type and to expose research gaps. While approaches were found for all categories, their distribution was highly uneven: Reduce strategies dominated, followed by Reframe. The remaining types - Refuse, Reuse, Release, and Revise - were considerably underrepresented, highlighting the need for further investigation. 


Building on these conceptual and empirical insights, the framework was operationalized through the development of a governance blueprint within a global professional services firm focused on IT. Designed through field research and participation in an active GenAI development project, the blueprint translates the framework into practice by identifying suitable sustainability strategies during development and embedding sustainability guardrails for roll-off. Its applicability was validated through stakeholder interviews across strategic, managerial, and technical domains. The resulting model offers a practical foundation for governing the environmental sustainability of GenAI, demonstrating how the conceptual framework can be used to inform industry practice.

The circular economy is increasingly acknowledged worldwide, including in healthcare. It focuses on extending the lifespan and value of products and materials by ensuring their continuous use within the system. This approach is crucial as it shifts away from the prevalent "take-u ...
This graduation project focuses on enhancing the sustainability of the Laerdal suction canister by developing a new reusable canister design for the LCSU, with a design emphasis on personal use. The design report comprises eight chapters, detailing the design research, iteration, ...
This thesis explores the future of the solar mounting industry by constructing and assessing four product-scenarios. The goal was to assess how these scenarios could influence the development of a climate neutral solar mounting product by 2040.

• Standardized Mass Energ ...

Stimulating Willingness to Repair

Designing a Concept for Stimulating Repair via Assemblable Electronics

Repair is an essential aspect of the circular economy and has been discussed numerously. However, the focus has been primarily on the technical possibility of repair, not on willingness to repair (WTR). As a result, many people do not consider repair an option since technical fea ...

Towards Circular Self-injectors

Designing an auto-injector for non-destructive automated disassembly

Each year, billions of medical injections are administered through the use of self-injectors. These devices allow patients to self-administer their injectable medication. Globally, aging populations coupled with a rise in chronic diseases and pressures on healthcare systems are l ...

Design for Recyclability of WEEE

A case study on Signify’s Coreline office luminaire

The existing CoreLine office luminaire has been redesigned for improved recycling. Shredding experiments have shed light on the recyclability of the current product. The main issues have been identified and are solved in the proposed redesign.

Besides improved recyclabil ...
This research project explores the environmental issue of microplastic pollution, specifically focusing on its release from shoe soles into natural ecosystems. Despite increasing global awareness of microplastics, the particular impact of footwear, especially those used for outdo ...
Plastics have become indispensable in modern life due to their versatility and affordability. However, their widespread use has resulted in far-reaching environmental damage, including the accumulation of plastic waste, fossil fuel depletion, and significant greenhouse gas emissi ...
Though cycling as a transportation method is widely seen as a sustainable method, professional cycling and racing are not. Though the first calls for sustainable action are made and the first efforts start to appear, not much has changed yet in the complex world of professional c ...
Biogenic reefs built by mussels, oysters or other reef-building species are one of the most important biodiversity hotspots for estuarine and marine ecosystems providing food, shelter, and breeding grounds for a wide array of species. In the North Sea, one of the most important b ...

Designing a sustainable transition in the MedTech industry

An analysis of the current challenges for the implementation of the circular economy on surgical devices like the single-use endocutter

This graduation project explored how the circular economy could be implemented for single-use surgical devices like the endocutter. Design for reprocessing appears to be the best strategy, but modular solutions should be considered when reprocessing the entire device is not feasi ...
This study explores the environmental sustainability of digital health devices, specifically smart pillboxes, which are designed to help patients manage their medication, improve their health, and reduce medication non-adherence. The use of such devices has increased electronic a ...
The goal of this graduation project was to investigate if 3D printing could serve as a promising alternative for manufacturing spare parts needed for the re-manufacturing of diesel injection pumps. This project was conducted under the EU ReCiPSS project, along with the support of ...
Research
Disposable diapers require a large amount of new material and put a large pressure on Dutch waste disposal services. Washable diapers are a cheaper and supposedly more environmentally friendly alternative to disposables. Yet they are a niche product. This project aim ...
The Product Journey Map was developed through an iterative process, preceded by research on design methodologies and existing mapping methodologies such as the Customer Journey Map and Service Blueprint. By synthesising the research on design- and existing mapping methodologies, ...

Designing a reusable packaging solution for KPN

A zero-waste packaging approach for networking equipment used in the B2B segment

This project proposes a no-waste, reusable packaging approach for networking equipment used in KPN’s business-to-business market. The goal of this project was to create a first proof of concept of reusable packaging in KPN’s logistical and manual processes, and therefore create a ...
With the rapid rise in consumption and production, natural resources are becoming increasingly scarce. As the prevalence of the linear economy leads to neglect in the product end-of-use (EOU) phase, moving towards a circular economy (CE) can maximize the product value by recoveri ...