The present social and environmental challenges, the impact of climate change andthe pandemic, revealed the urgency and the opportunity to rethink urban designthrough its renewed spaces and temporalities. The pandemic offered a ‘natural exper-iment’ to explore and develop new perspectives, making public spaces more resilient.Contributing towards a rethink of these spaces, the present paper explores adaptivearchitecture with responsive technologies and their capability of shaping public spacesto constitute a conversation piece with the surrounding environment. This approachcombines and reflects different disciplinary fields: architecture, civic interaction and ur-ban design. The exploration works around a speculative design case – produced aspart of broader research at the Amsterdam University of Applied Science in collabora-tion with the Master in Digital Design.
In this work, the concept of an Artificial Intelligence-based (AI) Digital Twin (DT) of an aircraft system is introduced, with the goal to improve the corresponding MRO Operations. More specifically, the current study aims to obtaining knowledge on the optimal placement of sensors in an ideal Power Electronics Cooling System (PECS) of a modern airliner, aiming to improve input data as a basis for an AI-based DT. The three main fluid parameters to be measured directly or indirectly at various physical locations at the PECS are mass flow rate, temperature and static pressure. The physics-based model can then be combined with a Machine Learning (ML) model, such as a Random Forest (RF), with a multitude of decision trees. Following, the AI system determines whether the PECS operations is considered normal, aiming to optimize the performance of the system and to maximize the Useful Remaining Life (URL). The suggested AI-DT approach is based both on data-driven and physics-based models, an approach which results in increased reliability and availability, reducing possible Aircraft on Ground (AOG) events. Subsequently, the enhanced prediction capability results in the optimization of the maintenance processes and in reduced operational costs.
When organizations start to digitize, this often means that processes will be changed. The management paradigm that is centered on the continues review and improvement of organizational processes is Business Process Management (BPM). To digitize processes, an organization should have the right competences to deal with both technological and process changes. However, currently, it is not known which competences are needed by leaders to guide an organization with digital process transformation initiatives. Hence, this paper consists of an explorative study based on interviews with five experts to find out if and how the competences related to digital leadership can guide such initiatives. The experts are employees within five different organizations. The interviews showed some interesting results. First of all, several competences of digital leadership were mentioned by various experts. Many of these competences corresponded with each other. In the interviews, the following competences of digital leadership were mentioned most often: Collaboration, Self-direction, Lifelong learning, and Flexibility. Secondly, there are many approaches to gain insight into processes within organizations. The use of models is necessary to create added value, to help coordinate information provision between the processes and the people who work for the organization. One such approach is the use of Business Process Management Maturity models, which provide insight into the process maturity level of an organization. According to the respondents, there is a relationship between BPM maturity and digital leadership.
MULTIFILE
In het project CW4.0 onderzoeken MKB’ers uit de houtindustrie en Smart Industry samen met de Hogeschool van Amsterdam (HvA), kennispartners TNO, HMC en Bouwlab R&Do en partners in hospitality hoe zinvolle toepassingen te maken van resthout, met behulp van Industry 4.0-principes. Hoogwaardig hout blijft momenteel ongebruikt, omdat het te arbeids-intensief is grote hoeveelheden ongelijkmatige stukken hout van verschillende grootte en houtsoort te verwerken. Waardevol resthout wordt zo waardeloos afval, tegen de principes van de circulaire economie in. CW4.0 richt zich op de ontwikkeling van geautomatiseerde processen voor houtverwerking gebaseerd op Industry 4.0 technologieën - met behulp van digitale ontwerptools en industriële robots. Uit eerdere projecten van HvA en partners is gebleken dat deze processen het gebruik van resthout levensvatbaar kunnen maken, in het bijzonder voor toepassingen in de hospitality sector, bijvoorbeeld voor receptiebalies, hotelmeubilair en interieurdelen. CW4.0 wordt dan ook uitgevoerd in samenwerking met hospitality-ontwerpers en hotelketels. Het onderzoek concentreert zich op 1) het creëren van een digital twin (=digitale kopie van een beoogd object of proces, om dit te onderzoeken zonder het eerst te hoeven bouwen) van een ‘upcycle houtfabriek’; 2) het realiseren en beproeven van secties van de fabriek; 3) het ontwerpen en prototypen van hospitality toepassingen en 4) het evalueren van de business case van deze toepassingen en de fabriek in het algemeen. Na afloop is er kennis beschikbaar voor houtindustrie om afval te verminderen, voor Smart Industry om hun digitale technologieën toe te passen voor upcycling van materialen, en voor horecapartners om waardevolle toepassingen te creëren van resthout. Het project is een belangrijke stap in de opschaling van industriële robotproductie met circulaire materialen. Het legt een nieuwe, belangrijke verbinding tussen Smart Industry en de circulaire transitie, gericht op het aanpakken van urgente maatschappelijke uitdagingen verband houdend met materiële schaarste en de mondiale milieucrisis.
The Northern Netherlands (NN) finds itself at the junction of all the big transitions. Digitalisation is essential to follow through with these. Considering this, our region has the potential to make sizeable progress if it can successfully roll out widespread digitalisation. As a hardcore transition economy, the NN may even join the European frontrunners and act as an example for other regions. It is from this challenge that the NN will start with the European Digital Innovation Hub (EDIH NN). We have chosen to specialise in the area of Autonomous Systems, which includes multiple digital technologies that are relevant for the four transitions in the NN: (1) Smart Agro, (2) Smart Manufacturing, (3) Life Science and Health and (4) Utilities, Built Environment and Mobility. In the first three-year EDIH NN wants to support more than 750 companies and lay the foundation for long-term support of all companies. The following building blocks for EDIH NN are: • A Brokerage network that will identify issues regarding digitalisation and relay these to Solution Providers (high TRL) and knowledge providers (low TRL). • A Test Before Invest network (test and demo facilities) comprising 20+ organisations that will invest in Autonomous Systems within their domain, and collaborate towards becoming a European testing ground. • A Smart Factory Accelerator to strengthen the digital maturity of companies. • An Empowerment programme to strengthen companies in the areas of DEP Technologies: Cyber Security and Artificial Intelligence. • An approach based on High Performance Computing to make digitalisation more accessible. • The Smart Makers Academy: A programme aimed at matching supply and demand around digital skills, based on individual learning outcomes. • A Funding Readiness programme to help companies that need to invest for their digitalisation strategy, in finding funding opportunities. • A network to stimulate supply and demand around Autonomous Systems
Het Future Factory consortium, waar lectoraat Nieuwe Energie in de Stad onderdeel van is, bestaat uit ervaren partijen die zich realiseren dat de 200.000 woningrenovaties per jaar die in het klimaatakkoord beoogt worden een enorme innovatie opgave met zich mee brengt. Het consortium bevat de meest succesvolle producenten/leveranciers van diepe renovatie proposities in Nederland, die weten wat het betekent om te industrialiseren en te digitaliseren.
