Novel proposal for prediction of CO2 course and occupancy recognition in Intelligent Buildings within IoT

Many direct and indirect methods, processes, and sensors available on the market today are used to monitor the occupancy of selected Intelligent Building (IB) premises and the living activities of IB residents. By recognizing the occupancy of individual spaces in IB, IB can be optimally automated in conjunction with energy savings. This article proposes a novel method of indirect occupancy monitoring using CO2, temperature, and relative humidity measured by means of standard operating measurements using the KNX (Konnex (standard EN 50090, ISO/IEC 14543)) technology to monitor laboratory room occupancy in an intelligent building within the Internet of Things (IoT). The article further describes the design and creation of a Software (SW) tool for ensuring connectivity of the KNX technology and the IoT IBM Watson platform in real-time for storing and visualization of the values measured using a Message Queuing Telemetry Transport (MQTT) protocol and data storage into a CouchDB type database. As part of the proposed occupancy determination method, the prediction of the course of CO2 concentration from the measured temperature and relative humidity values were performed using mathematical methods of Linear Regression, Neural Networks, and Random Tree (using IBM SPSS Modeler) with an accuracy higher than 90%. To increase the accuracy of the prediction, the application of suppression of additive noise from the CO2 signal predicted by CO2 using the Least mean squares (LMS) algorithm in adaptive filtering (AF) method was used within the newly designed method. In selected experiments, the prediction accuracy with LMS adaptive filtration was better than 95%.Web of Science1223art. no. 454

Coolest Student Papers at Finland Futures Research Centre 2016–2017 : Tulevaisuuden tutkimuskeskuksen valittuja opiskelijatöitä 2016–2017

This is the second volume of our Coolest Student Papers series which was launched last year. The collection publishes inspired and inspiring picks from the student essays written by students and student groups in the courses organised by Finland Futures Research Centre (FFRC). The topics range from sustainability issues to corporate foresight, from ethics to methodology, from artificial intelligence to futures consciousness. Some of the essays take a critical stance to projects that have been carried out at the FFRC, which is something we especially wish to support. Independent, constructively critical open deliberation of how futures studies should be carried out is one of the core goals of our education and a key to further development of the courses and the whole field of futures studies. The volume is divided to sections by the course. Each section begins with an evaluation made by the teacher after which the student essay(s) follow(s). The essays of the courses studied in Finnish language are at the end of the volume. The essays are from the international Master’s Degree Programme of Futures Studies, the Sustainable Development minor and Futures Studies minor offered in Finnish language. Our PhD programme essays are excluded as we expect postgraduates to aim directly at journal articles

The evolution of Facility Management (FM) in the Building Information Modelling (BIM) process : an opportunity to use Critical Success Factors (CSF) for optimising built assets

The work is available online at LJMU and also via ResearchGate (https://www.researchgate.net/profile/Simon-Ashworth-4)Purpose: To explore the evolution of Facility Management (FM) in the Building Information Modelling (BIM) process. The research aimed to establish Critical Success Factors (CSF) which help deliver successful BIM projects, and to present these in a ‘FM-BIM Mobilisation Framework’. Background: Inefficiencies, poor collaboration and a focus on short-term costs in the construction industry, combined with a lack of innovation and digital competency when ordering projects, have resulted in a failure to deliver assets which have sustainable outcomes over their whole-life. Methodology: A mixed methods concurrent convergent design, incorporating side-by-side narrative text analysis was adopted to merge qualitative/quantitative findings. Critical Success Themes (CST) from literature were then used to establish CSF through; 19 interviews with FM/BIM experts, and a questionnaire to gauge FM industry awareness of BIM (using UK and international inputs). The final merged CSF were incorporated into a framework. This was validated using a two-stage process with a focus group using some of the same FM/BIM experts. Key findings: 10 CSF Main-Themes (MT), with a 100 Sub-Themes (ST) were identified covering important digital skills, knowledge and competences people require to contribute to the BIM process. Clients and Facility Mangers (FMs) must engage early if the full benefits of BIM are to be realised in the operational phase. They must clearly define their information requirements to align with business processes, and collaborate with the delivery team to ensure information is captured/transferred into the relevant management systems. Originality/value: The comprehensive end-to-end framework combines FM and BIM CSF into one online interactive tool which provides a wealth of useful knowledge, sources, benefits and practical examples. Although based on the UK BIM Framework, the alignment with ‘ISO 19650’ ensures it will also benefit an international audience

The evolution of facility management (FM) in the building information modelling (BIM) process: An opportunity to use critical success factors (CSF) for optimising built assets

Purpose: To explore the evolution of Facility Management (FM) in the Building Information Modelling (BIM) process. The research aimed to establish Critical Success Factors (CSF) which help deliver successful BIM projects, and to present these in a ‘FM-BIM Mobilisation Framework’. Background: Inefficiencies, poor collaboration and a focus on short-term costs in the construction industry, combined with a lack of innovation and digital competency when ordering projects, have resulted in a failure to deliver assets which have sustainable outcomes over their whole-life. Methodology: A mixed methods concurrent convergent design, incorporating side-by-side narrative text analysis was adopted to merge qualitative/quantitative findings. Critical Success Themes (CST) from literature were then used to establish CSF through; 19 interviews with FM/BIM experts, and a questionnaire to gauge FM industry awareness of BIM (using UK and international inputs). The final merged CSF were incorporated into a framework. This was validated using a two-stage process with a focus group using some of the same FM/BIM experts. Key findings: 10 CSF Main-Themes (MT), with a 100 Sub-Themes (ST) were identified covering important digital skills, knowledge and competences people require to contribute to the BIM process. Clients and Facility Mangers (FMs) must engage early if the full benefits of BIM are to be realised in the operational phase. They must clearly define their information requirements to align with business processes, and collaborate with the delivery team to ensure information is captured/transferred into the relevant management systems. Originality/value: The comprehensive end-to-end framework combines FM and BIM CSF into one online interactive tool which provides a wealth of useful knowledge, sources, benefits and practical examples. Although based on the UK BIM Framework, the alignment with ‘ISO 19650’ ensures it will also benefit an international audience. Keywords: Facility Management (FM), Building Information Modelling (BIM), ‘FM-BIM Mobilisation Framework’, digitalisation, information requirements

Bard Observer, Vol. 11, No. 5 (November 20, 2000)

https://digitalcommons.bard.edu/observer/1509/thumbnail.jp

The making of smart cities : borders, security and value in New Town Kolkata and Cape Town

The making of smart cities transforms not only infrastructures and practices but also the techniques of urban government and security, and economic processes. This thesis draws on analysis conducted in two research sites: Cape Town, in South Africa and New Town Rajarhat, a satellite township on the outskirts of Kolkata, to present three key arguments. Firstly, and as opposed to mainstream narratives that describe smart cities as seamlessly connected environments, this thesis suggests that urban digitalisation is linked to bordering processes. Whereas critical literature has comprehensively discussed the political implications and risks associated with smart city projects, such as corporatisation and technocratic governance, the specific relations between digital infrastructures and borders, within the urban space, have not yet been discussed. Secondly, this thesis argues that smart cities are inherently security projects, insofar as the deployment of a computing infrastructure of sensing initiates a preemptive apparatus. In security systems, such as the Emergency Policing and Incident Command (EPIC) program in Cape Town, or the Xpresso software for social media monitoring in New Town, algorithms are continuously modelling and acting upon future scenarios; from traffic jams to wildfires, from crime hotspots to citizens’ moods. My third argument is that the computing apparatus of security also serves as an infrastructure of value extraction. Recently, there has been much theorising and debate about security platforms’ economic operations, but the situated modalities in which they extract value from the urban environment remain to be examined. Overall, this thesis points to the socio-spatial, governmental and economic relations that computing infrastructures are generating, or reconfiguring, in the urban environment. These relations articulate distinct processes, including the hierarchisation and control of the urban space, preemptive policies and extractive strategies. Critically analysing these processes allows the registration of the political implications of smart city projects

9th International Conference on Business, Technology and Innovation 2020

Welcome to IC – UBT 2020 UBT Annual International Conference is the 9th international interdisciplinary peer reviewed conference which publishes works of the scientists as well as practitioners in the area where UBT is active in Education, Research and Development. The UBT aims to implement an integrated strategy to establish itself as an internationally competitive, research-intensive university, committed to the transfer of knowledge and the provision of a world-class education to the most talented students from all background. The main perspective of the conference is to connect the scientists and practitioners from different disciplines in the same place and make them be aware of the recent advancements in different research fields, and provide them with a unique forum to share their experiences. It is also the place to support the new academic staff for doing research and publish their work in international standard level. This conference consists of sub conferences in different fields like: Security Studies Sport, Health and Society Psychology Political Science Pharmaceutical and Natural Sciences Mechatronics, System Engineering and Robotics Medicine and Nursing Modern Music, Digital Production and Management Management, Business and Economics Language and Culture Law Journalism, Media and Communication Information Systems and Security Integrated Design Energy Efficiency Engineering Education and Development Dental Sciences Computer Science and Communication Engineering Civil Engineering, Infrastructure and Environment Architecture and Spatial Planning Agriculture, Food Science and Technology Art and Digital Media This conference is the major scientific event of the UBT. It is organizing annually and always in cooperation with the partner universities from the region and Europe. We have to thank all Authors, partners, sponsors and also the conference organizing team making this event a real international scientific event. Edmond Hajrizi, President of UBTUBT – Higher Education Institutio