Thesis Sem van Brummelen
On 14 December 2017 (14:45 hrs) Sem van Brummelen defended his PhD thesis 'Bloody fast blood collection' at the University of Twente.
Promotors: Prof RJ Boucherie PhD, prof NM van Dijk PhD and prof WLAM de Kort MD PhD
Venue: University of Twente, Waaier 4, - Prof.dr. G. Berkhoff - Zaal
Summary
Every year, over 700,000 blood and plasma donations are collected at Sanquin’s collection sites throughout the Netherlands. As blood donations are done on a voluntary and non-remunerated basis, delays and waiting times within blood collection sites should be kept at acceptable levels. However, waiting times are currently not incorporated in staff planning or in other decisions with respect to blood collection sites. Sem van Brummelen’s PhD thesis “Bloody Fast Blood Collection” provides mathematical approaches from the field of Operations Research, aiming to decrease waiting times and leveling work pressure at blood collection sites, without the need for additional staff.
The thesis consists of two main parts. The first part presents approaches that are developed to evaluate queues and waiting times at blood collection sites in a structured and replicable manner. The second part uses these evaluation methods to develop optimization approaches. These approaches find the best or a very good solution for challenges at blood collection sites like staff scheduling and appointment scheduling.
Effort and investment required for the implementation of the approaches differ between approaches. Some of the methods, such as the staff scheduling algorithm, can be implemented with relatively low investment, and can already decrease the largest queues. If all approaches presented in this thesis would be combined, queues at blood collection sites can be expected to be significantly reduced, and often even removed.
Chapters
I Introduction
1 Introduction
2 Uniformization: Basics, extensions and applications
II Evaluation
3 Waiting time computation for blood collection sites
4 Queue length computation of time dependent queueing networks
III Optimization
5 Waiting time based sta capacity and shift planning
6 Dynamic sta allocation
7 Combining appointments and walk in donors
8 Blood type speci c issuing policies to improve inventory management
IV Practice and Outlook
9 Application of sta scheduling and reallocation: Case studies
10 Conclusion and outlook
Download
Download PhD thesis (university repository)