DATA MANAGEMENT AND EXPLOITATIONS DURING THE USE OF A FACILITY (DAMEX)

Size: px
Start display at page:

Download "DATA MANAGEMENT AND EXPLOITATIONS DURING THE USE OF A FACILITY (DAMEX)"

Transcription

1 DATA MANAGEMENT AND EXPLOITATIONS DURING THE USE OF A FACILITY (DAMEX) TKK Lighting Laboratory, Otakaari 5A, Espoo Technical Research Centre of Finland, Kaitoväylä 1, Oulu Department of Information Processing Science, Oulu University, Pentti Kaiteran katu 1, Oulu Abstract Facilities are equipped with multiple control and service systems maintained by special professional groups. During design, construction and use of the building a huge amount of data must be processed. Various intelligent tools and techniques have been created to rationalise data processing, gather and utilise data produced, and to present the data to owners, occupants, customers and users of the facility. The main idea of the project is to develop a new way to process building data, applicable for different kind of buildings. The new approach will support both networking, data transformations, and development of Knowledge Intensive Business Services. Multi-disciplinary approach is vital for upgrading facilities sector with inputs from advanced technologies. Added value will be achieved by joining the efforts of facilities management processes, data acquisition by sensors and measurements, user oriented information management, diagnostics and prognostics. The kick-off meeting of the DAMEX- project was held on May After that the project group has met several times. Due to differences in background and research areas the project group has taken time to design cooperation and finalize the working programme. Each group has successfully started its own research. The research group consists of thirteen experts, and five or six of them use most of their daily working time on the project. 1 Partners 1.1 TKK Lighting Laboratory The research group consists of subproject leader professor Jouko Pakanen, and the postgraduate students Bhusal Pramod and Jorma Lehtovaara. 1.2 Technical Research Centre of Finland, Oulu The research group consists of subproject leader Pentti Vähä, and the researchers 1

2 Tommi Parkkila (main resource), Kauko Tulla, Veli Möttönen, Anne Tolman and Vesa Pentikäinen 1.3 Department of Information Processing Science, Oulu University The research group consists of subproject leader professor Timo Jokela, and the postgraduate student Niina Kantola. 2 Research Work 2.1 Objectives and Work Plan Hypothesis: Information and communication technology (ICT) is an essential part of buildings of today. If ICT is properly applied during the whole life cycle of the building, it will upgrade the maintenance process, making the process more efficient, bringing added value to the facility, enhancing user utility and optimizing services. The main idea of the project is to develop new ways to process building data, applicable to different kind of buildings. The approach will support networking, data transformations, and development of Knowledge Intensive Business Services. This proposal focuses on the operations post occupancy phase of a facility supporting the owners, occupants and service providers with modern information technologies. The requirements of this phase will effect also on the design phase of a facility. The objective is to create and demonstrate a usable data management concept for a facility supporting different user roles. The result will contain a minimum (partially demonstrated) solution for existing building stock as well as the sophisticated concept for the new way of action. The data management over the life cycle of a facility supports the variety of users: owners, occupants, service providers, insurance companies, estate agents, fire authorities, sewerage system, waterworks, electricity works, supervision of building etc., The user centred design ensures an usable and easy to learn user interface for various users. The research will be fulfilled with six work packages: Systematics and information during the use of a facility, User centred system design, Data collection and sensor networks, Data mining and prognostics, Utility assessment and Project management and dissemination. 2

3 WP 6 Project management and dissemination WP 1 Systematics of information during the use of a facility best current practice achievable practice usability evaluation WP 2 User centered user requirements system design user requirements WP 3 Data collection and sensor networks specifications usability evaluation WP 5 Utility assesment WP 4 Data mining and prognostics methods for data mining Figure 1. Work packages of DAMEX project Progress Report: TKK Lighting Laboratory During 2007 The Lighting Laboratory concentrated on work package 4, and especially on Tasks 4.3, 4.4 and 4.5. Pramod Bhusal has worked on Task 4.3: Lamp/luminaire component life prognostication and written a journal paper [10] on the subject. Embedded modelling (Tasks 4.4 and 4.5) has been applied in two different areas: Temperature and lighting control of building. The first one is in progress and deals with intermittent heating of a building. The demonstrated building will the METOP house of VTT, located at Otaniemi, Espoo. A thermal model of the building is already done. The next phase is to simulate the building using TRNSYS-simulation program and generate required data for the embedded model. The work has not yet been reported. The second embedded modelling concerns control of artificial lighting levels of an office room according to blind positions, set by the user and pre-calculated set-points. The objective was to create a new approach for lighting level control of office rooms, which guides the user to apply energy efficient but still satisfactory artificial lighting level, creates uniform spatial lighting level distribution in the office room by benefiting natural outdoor lighting, extends lamp life, avoids excessive instrumentation and measurements in its final implementation and benefits new IC-technology in control. The control system has been demonstrated applying the existing lighting control and data acquisition systems installed in TKK Lighting laboratory. The system is directly interfaced to the daylight measurement and photovoltaic system of the building. The lamps and Venetian blinds are controlled through Dali-bus using Digidim-Toolbox user interface. The final goal is to save the model in a serial flash memory-ic and create control system for each room with minimum measurements and instrumentation. The work has been reported in IEA Annex 45 [12,13]. 3

4 2.4 Progress Report: Technical Research Centre of Finland Achieved results Research of VTT focuses on work packages 1 (Systematics of information during the use of a facility), 3 (Data collection and sensor networks) and 5 (Utility assesment), Picture 1. Work package 1 is ready and reported earlier. A tool concept of lightweight service platform for FM services to monitor and report environment conditions in residencies developed in work package 3 has been in tests in two apartments. In 2008 we will conceive future applications for the developed platform and share this knowledge among other researchers. Final working report of the work package 5 is under construction. International activities of this project have been started with university of Berkeley during the year In the late autumn 2006 Anne Tolman (VTT) worked in UC Berkeley for approximately 1.5 months as visiting researcher, and as a result of this visit a journal article concerning the subject of WP5 of the Damex project has been published with prof. Steven Glaser from UC Berkeley. In addition, two papers have been accepted for CIB W70 Edinburgh 2008, Conference in Facilities Management, and other paper for the International Applied Science Conference Construction 2008 in Rostov, Russia has been sent. The demonstration prototype system for monitoring the level of housing circumstances in existing building stock developed in work package 3 (in close co-operation between DAMEX and FACMA - Mobile Facility Management Services projects, FACMA project is financed by VTT) has been in tests. Public presentations of the developed prototype system and enabling technologies was given in Koti- ja asumispalvelut seminar in Espoo, Finland and in Lean Construction Management Automation in Construction seminar in UC Berkeley, USA. VTT also participated by giving guidance and server provisions in a small student project, where students from Oulu University implemented some visualization of user scenarios Results exploitation International co-operation with UC Berkeley has gone further. At the moment Mr. Tommi Parkkila is as a visiting research scientist for one year at UC Berkeley continuing his research started in Damex project. The stared USENET project (Ubiquitous M2M Service Networks, ITEA project) can be mentioned as the most significant exploitations of the results of the Damex project. 2.5 Progress Report: Department of Information Processing Science, Oulu University The researcher working in the project, Niina Kantola, worked on research problem of her PhD topic: on determining usability requirements, special focus on the modeling and visualization of user scenarios. Results have been reported in conference papers. The results have also been applied in practical settings outside the Damex project (in a 4

5 healthcare sector project). Co-operation has continued with the European MAUSE project (European COST project). As a drawback, Niina Kantola finished her work in the project December PhD student Leena Arhippainen will continue Niina's work on Publications during Publications of the research groups [1] Parkkila, T. Damex Inspection and Commissioning Services / VTT [Homepage of Koti ja Asumispalvelut seminaari, , Espoo], [Online], 2007, ( last update). Available: _Huoneistokohtainen_mittauskonsepti.pdf [2007, 08/17]. [2] Parkkila, T. Evaluation of Wireless Communication Technologies [Homepage of CITRIS, Lean Construction & Automation in Infrastructure Workshop, Berkeley, USA], [Online], 2007, ( last update). Available: tivities_evaluation_of_wireless_communication_technologies [2007, 09/01]. [3] Kilpeläinen, P., Heikkilä, R. & Parkkila, T. Automation and Wireless Communication Technologies in Road Rehabilitation. Kochi, India, International Symposium on Automation and Robotics in Construction (ISARC), [4] Glaser, Steven, Tolman, Anne. The Sense of Sensing From Data to Informed Decisions for the Built Environment. In: Journal of Infrastructure Systems. American Society of Civil Engineers. ASCE Publications. Accepted for printing (to be published in issue 1/2008) [5] Kantola, N. and T. Jokela (2007). SVSb: Simple and Visual Storyboards. Developing a Visualisation Method for Depicting User Scenarios. OZCHI '07, Adelaide, Australia. [6] Kantola, N. and T. Jokela (2007). Determining High Level Quantitative Usability Requirements: A Case Study. HCI (1) 2007: Human- Computer Interaction. Interaction Design and Usability. Heidelberg, Springer. 4550: [7] Jokela, T. and N. Kantola (2007). Two styles of presenting usability evaluation results. 4th COST294-MAUSE Open Workshop: Downstream Utility: The Good, the Bad, and the Utterly Useless Usability Evaluation Feedback, Toulouse. 5

6 [8] Kantola, N. and T. Jokela (2007). An approach for visual representation of user scenarios: Experiences from a case study. UITQ 2007 Workshop, Stockholm. [9] Kantola, N. and T. Jokela (2007). Visuaaliset käyttäjäskenaariokuvaukset: Tapaus Omahoito-palvelujärjestelmä. SoTeTiTe-tutkimuspäivät. Turku. [10] Bhusal, P Lamp Life and its Prediction from Building Automation Data, Light & Engineering, Vol. 15, No 1, [11] Lehtovaara, J. (2007). Lighting level control of the office room by using computer modeling and real time measurements. KITARA-Seminar at Helsinki HTC, September [12] Lehtovaara Jorma, Pakanen Jouko (2007). Integrated Lighting and Shading Control Using DALI Interface, E3Light; Annex 45 Energy Efficient Electric Lighting for Buildings, Newsletter 2/2007 [13] Lehtovaara, J., Pakanen, J. (2007). Lighting level control of the office room. Technical implementation and daylight modelling of the system. IEA ECBCS Annex 45, 6th Expert Meeting, October, Lyon. 3.2 Other publications concerning DAMEX-project Rakennukset digitalisoituvat - haasteena tiedon hallinta. Portaali n:o 1, 2007, pp Böhling, P. (2007). Buildings go digital. ProAcademia n:o 1, 2007, pp

How To Study The Use Of Information Technology In Road Construction

How To Study The Use Of Information Technology In Road Construction Research Programme: The Application of Information Technology in Mechanical, Civil and Automation Engineering (KITARA) 2005-2009 ICT and automation applications in road repairing and road construction

More information

Masters in Information Technology

Masters in Information Technology Computer - Information Technology MSc & MPhil - 2015/6 - July 2015 Masters in Information Technology Programme Requirements Taught Element, and PG Diploma in Information Technology: 120 credits: IS5101

More information

Towards Distributed Service Platform for Extending Enterprise Applications to Mobile Computing Domain

Towards Distributed Service Platform for Extending Enterprise Applications to Mobile Computing Domain Towards Distributed Service Platform for Extending Enterprise Applications to Mobile Computing Domain Pakkala D., Sihvonen M., and Latvakoski J. VTT Technical Research Centre of Finland, Kaitoväylä 1,

More information

1 Introduction. Kari I. Leväinen

1 Introduction. Kari I. Leväinen 1 Introduction Kari I. Leväinen Professor of Real Estate and Facilities Management, Helsinki University of Technology, Institute of Real Estate Studies, PL 1200, FIN-02015 TKK The municipal organisations

More information

Energy efficient Indoor Environments- Indoor pilot

Energy efficient Indoor Environments- Indoor pilot Energy efficient Indoor Environments- Indoor pilot Eija Parmes, Kari Rainio, Paula Järvinen, Pekka Siltanen, VTT Teemu Vesanen, Jorma Pietiläinen, Mikko Tuomisto, VTT Harri Hahkala, Jorma Säteri, Metropolia

More information

FACULTY OF ENGINEERING AND INFORMATION SCIENCES

FACULTY OF ENGINEERING AND INFORMATION SCIENCES FACULTY OF ENGINEERING AND INFORMATION SCIENCES ENGINEERING INFORMATION & COMMUNICATION TECHNOLOGY MATHEMATICS & STATISTICS PHYSICS ENGINEERING Master of Engineering go.uow.edu.au/meng 083844B ENTRY REQUIREMENTS

More information

Flexible Services Ecosystem Future Internet Cooperative Traffic ICT

Flexible Services Ecosystem Future Internet Cooperative Traffic ICT ICT SHOK - ossg ICT SHOK Focus areas Flexible Services Ecosystem Future Internet Cooperative Traffic ICT Devices and interoperability ICT SHOK - Devices and interoperability Mission Trends Opportunity

More information

A WEB-BASED INFORMATION SYSTEM FOR DIAGNOSING, SERVICING AND OPERATING HEATING SYSTEMS

A WEB-BASED INFORMATION SYSTEM FOR DIAGNOSING, SERVICING AND OPERATING HEATING SYSTEMS A WEB-BASED INFORMATION SYSTEM FOR DIAGNOSING, SERVICING AND OPERATING HEATING SYSTEMS SUBMITTED: June 2001 REVISED: August 2001 PUBLISHED: September 2001 at http://itcon.org/2001/4/ EDITOR: Dana Vanier

More information

ICT PLATFORM FOR HOLISTIC ENERGY EFFICIENCY SIMULATION AND LIFECYCLE MANAGEMENT OF PUBLIC USE FACILITIES

ICT PLATFORM FOR HOLISTIC ENERGY EFFICIENCY SIMULATION AND LIFECYCLE MANAGEMENT OF PUBLIC USE FACILITIES SEVENTH FRAMEWORK PROGRAMME OF THE EUROPEAN COMMUNITY (EC GRANT AGREEMENT N 26088) ICT PLATFORM FOR HOLISTIC ENERGY EFFICIENCY SIMULATION AND LIFECYCLE MANAGEMENT OF PUBLIC USE FACILITIES Deliverable D6.2:

More information

Survey Results and Further Issues in Construction Automation Education

Survey Results and Further Issues in Construction Automation Education 327 Survey Results and Further Issues in Construction Automation Education Dr. R. Navon Lecturer, Faculty of Civil Engineering Senior Research Engineer, National Building Research Institute Technion -

More information

MAURINKATU 14 A 15 00170 HELSINKI FINLAND PHONE +358 (50) 511 5816 E-MAIL SEPPO.JUNNILA@HUT.FI

MAURINKATU 14 A 15 00170 HELSINKI FINLAND PHONE +358 (50) 511 5816 E-MAIL SEPPO.JUNNILA@HUT.FI MAURINKATU 14 A 15 00170 HELSINKI FINLAND PHONE +358 (50) 511 5816 E-MAIL SEPPO.JUNNILA@HUT.FI SEPPO ILMARI JUNNILA PERSONAL INFORMATION EDUCATION WORK EXPERIENCE Marital status: married, one child Nationality:

More information

VISUALIZATION OF GEOSPATIAL METADATA FOR SELECTING GEOGRAPHIC DATASETS

VISUALIZATION OF GEOSPATIAL METADATA FOR SELECTING GEOGRAPHIC DATASETS Helsinki University of Technology Publications in Cartography and Geoinformatics Teknillisen korkeakoulun kartografian ja geoinformatiikan julkaisuja Espoo 2005 TKK-ICG-6 VISUALIZATION OF GEOSPATIAL METADATA

More information

Computer Science Introduction

Computer Science Introduction Computer Science Introduction Computer science (CS) is the scientific and practical approach to computation and its applications. CS is a fast-moving field that brings together many disciplines, including

More information

Technical Club: New Vision of Computing

Technical Club: New Vision of Computing 1 Technical Club: New Vision of Computing Core Discipline : Mentor : Computer Science Engineering Dr. Shripal Vijayvergia, Associate Professor, CSE Co-Mentor : 1. Mr. Subhash Gupta, Assistant Professor,

More information

MINIMUM STANDARDS OF ARCHITECTURAL EDUCATION GUIDELINES FOR POST-GRADUATE PROGRAMME 2006

MINIMUM STANDARDS OF ARCHITECTURAL EDUCATION GUIDELINES FOR POST-GRADUATE PROGRAMME 2006 MINIMUM STANDARDS OF ARCHITECTURAL EDUCATION GUIDELINES FOR POST-GRADUATE PROGRAMME 2006 1. Short title 1.1 These guidelines may be called the Council of Architecture ( Minimum Standards of Architectural

More information

Developing a vision for an nd modelling tool

Developing a vision for an nd modelling tool Theme: Title: Author(s): Institution(s): E-mail(s): Developing a vision for an nd modelling tool Angela Lee, Martin Betts, Ghassan Aouad, Rachel Cooper*, Song Wu, Jason Underwood School of Construction

More information

Internet of Things (IoT): A vision, architectural elements, and future directions

Internet of Things (IoT): A vision, architectural elements, and future directions SeoulTech UCS Lab 2014-2 st Internet of Things (IoT): A vision, architectural elements, and future directions 2014. 11. 18 Won Min Kang Email: wkaqhsk0@seoultech.ac.kr Table of contents Open challenges

More information

Undergraduate education part of the development plan of KTH CSC June 2008

Undergraduate education part of the development plan of KTH CSC June 2008 Undergraduate education part of the development plan of KTH CSC June 2008 Programmes The aim of the Master of Science in Engineering program in Computer Science and Engineering is to give graduate engineers

More information

Masters in Human Computer Interaction

Masters in Human Computer Interaction Masters in Human Computer Interaction Programme Requirements Taught Element, and PG Diploma in Human Computer Interaction: 120 credits: IS5101 CS5001 CS5040 CS5041 CS5042 or CS5044 up to 30 credits from

More information

Infotech Oulu. P.O. Box 4500 FIN-90014 University of Oulu Finland http://www.infotech.oulu.fi

Infotech Oulu. P.O. Box 4500 FIN-90014 University of Oulu Finland http://www.infotech.oulu.fi Infotech Oulu P.O. Box 4500 FIN-90014 University of Oulu Finland http://www.infotech.oulu.fi Algebraic and Computational Methods in Information Science - ALCOMEIS http://www.infotech.oulu.fi/alcomeis The

More information

RATIONALISING DATA COLLECTION: AUTOMATED DATA COLLECTION FROM ENTERPRISES

RATIONALISING DATA COLLECTION: AUTOMATED DATA COLLECTION FROM ENTERPRISES Distr. GENERAL 8 October 2012 WP. 13 ENGLISH ONLY UNITED NATIONS ECONOMIC COMMISSION FOR EUROPE CONFERENCE OF EUROPEAN STATISTICIANS Seminar on New Frontiers for Statistical Data Collection (Geneva, Switzerland,

More information

Masters in Advanced Computer Science

Masters in Advanced Computer Science Masters in Advanced Computer Science Programme Requirements Taught Element, and PG Diploma in Advanced Computer Science: 120 credits: IS5101 CS5001 up to 30 credits from CS4100 - CS4450, subject to appropriate

More information

Master s Programme in ICT Innovation

Master s Programme in ICT Innovation Master s Programme in ICT Innovation Degree Programme in Computer Science and Engineering Degree: Master of Science in Technology M.Sc. (Tech) 120 ECTS Majors: Digital Media Technology (xxxx) Distributed

More information

DELIVERABLE 7.5 Dissemination and communication plan I

DELIVERABLE 7.5 Dissemination and communication plan I ROBOTS IN ASSISTED LIVING ENVIRONMENTS UNOBTRUSIVE, EFFICIENT, RELIABLE AND MODULAR SOLUTIONS FOR INDEPENDENT AGEING Research Innovation Action Project Number: 643892 Start Date of Project: 01/04/2015

More information

Masters in Artificial Intelligence

Masters in Artificial Intelligence Masters in Artificial Intelligence Programme Requirements Taught Element, and PG Diploma in Artificial Intelligence: 120 credits: IS5101 CS5001 CS5010 CS5011 CS4402 or CS5012 in total, up to 30 credits

More information

From the Dean. Tuija Pulkkinen Dean

From the Dean. Tuija Pulkkinen Dean Signal of quality From the Dean At the School of Electrical Engineering, science and engineering meet society. Our portfolio covers fields from natural sciences to engineering and information sciences.

More information

Single Level Drill Down Interactive Visualization Technique for Descriptive Data Mining Results

Single Level Drill Down Interactive Visualization Technique for Descriptive Data Mining Results , pp.33-40 http://dx.doi.org/10.14257/ijgdc.2014.7.4.04 Single Level Drill Down Interactive Visualization Technique for Descriptive Data Mining Results Muzammil Khan, Fida Hussain and Imran Khan Department

More information

Masters in Networks and Distributed Systems

Masters in Networks and Distributed Systems Masters in Networks and Distributed Systems Programme Requirements Taught Element, and PG Diploma in Networks and Distributed Systems: 120 credits: IS5101 CS5001 CS5021 CS4103 or CS5023 in total, up to

More information

1 Introduction 1. 1 Introduction

1 Introduction 1. 1 Introduction 1 Introduction 1 1 Introduction Software is everywhere. Virtually every complex product manufactured today is controlled by software, and many commercial services are based on software systems. The quality

More information

Oulu University of Applied Sciences School of Engineering, Oulu & Raahe Campus

Oulu University of Applied Sciences School of Engineering, Oulu & Raahe Campus Oulu University of Applied Sciences School of Engineering, Oulu & Raahe Campus Oulu Campus Raahe Campus Oulu University of Applied Sciences School of Engineering & Other Schools Rector s Office Jouko Paaso

More information

Degree Regulations for the Master's Degree "Automation and Robotics" in the Faculty of Electrical Engineering and Information Technology of

Degree Regulations for the Master's Degree Automation and Robotics in the Faculty of Electrical Engineering and Information Technology of Degree Regulations for the Master's Degree "Automation and Robotics" in the Faculty of Electrical Engineering and Information Technology of The University of Dortmund has issued the following Degree Regulations

More information

CEMIS. Centre for Measurement and Information Systems. w w w. c e m i s. f i

CEMIS. Centre for Measurement and Information Systems. w w w. c e m i s. f i CEMIS Centre for Measurement and Information Systems CEMIS in a nutshell CEMIS is a contract based joint centre of University of Oulu, University of Jyväskylä, Technical Research Centre of Finland VTT

More information

D 8.2 Application Definition - Water Management

D 8.2 Application Definition - Water Management (FP7 609081) Date 31st July 2014 Version [1.0] Published by the Almanac Consortium Dissemination Level: Public Project co-funded by the European Commission within the 7 th Framework Programme Objective

More information

Impact of energy management software on the improvement of energy performance in public buildings

Impact of energy management software on the improvement of energy performance in public buildings Impact of energy management software on the improvement of energy performance in public buildings Prof. Dr Velimir Čongradac Faculty of technical sciences, Novi Sad, Serbia Introduction Why to use energy

More information

A Conceptual Approach to Data Visualization for User Interface Design of Smart Grid Operation Tools

A Conceptual Approach to Data Visualization for User Interface Design of Smart Grid Operation Tools A Conceptual Approach to Data Visualization for User Interface Design of Smart Grid Operation Tools Dong-Joo Kang and Sunju Park Yonsei University unlimit0909@hotmail.com, boxenju@yonsei.ac.kr Abstract

More information

Department of Mechanical Engineering

Department of Mechanical Engineering About The Department The at BITS-Pilani is one of the premier departments in the institute that provides a unique educational and research environment. Its various Bachelor s, Master s and Doctoral Programs

More information

Masters in Computing and Information Technology

Masters in Computing and Information Technology Masters in Computing and Information Technology Programme Requirements Taught Element, and PG Diploma in Computing and Information Technology: 120 credits: IS5101 CS5001 or CS5002 CS5003 up to 30 credits

More information

ERP project manager. Plan and manage your ERP project in a way that creates business impact, while making user experience a safe transition.

ERP project manager. Plan and manage your ERP project in a way that creates business impact, while making user experience a safe transition. ERP project manager Plan and manage your ERP project in a way that creates business impact, while making user experience a safe transition. ERP project manager A tailor-made education for ERP project managers

More information

Finnish Virtual University Network for Teaching Basic Programming http://www.cs.hut.fi/research/compser/verkostohanke/ Ari Korhonen Coordinator

Finnish Virtual University Network for Teaching Basic Programming http://www.cs.hut.fi/research/compser/verkostohanke/ Ari Korhonen Coordinator Finnish Virtual University Network for Teaching Basic Programming http://www.cs.hut.fi/research/compser/verkostohanke/ Helsinki University of Technology Tampere University of Technology University of Turku

More information

Intelligent Computing at LUT

Intelligent Computing at LUT Intelligent Computing at LUT Arto Kaarna Associate Professor, D.Sc. (Tech.) LUT/Mathematics and Physics Machine Vision and Pattern Recognition Laboratory Outline 1. University strategy and organization

More information

Industry 4.0 & Industry renewal TAFTIE Expert Session 9.9.2015

Industry 4.0 & Industry renewal TAFTIE Expert Session 9.9.2015 Industry 4.0 & Industry renewal TAFTIE Expert Session 9.9.2015 Kari Penttinen Programme Manager Industrial Internet -programme Tekes the Finnish Funding Agency for Innovation kari.penttinen@tekes.fi Tekes

More information

Curriculum for postgraduate studies in Micro-data Analysis

Curriculum for postgraduate studies in Micro-data Analysis Curriculum for postgraduate studies in Micro-data Analysis Beslut: FuN 2012-10-01 Revidering: FuN 2012-12-04 Dnr: DUC 2012/1533/90 Gäller fr.o.m.: 2012-10-01 Ansvarig för uppdatering: Studierektor för

More information

Global Education in Manufacturing Strategy A European Perspective

Global Education in Manufacturing Strategy A European Perspective Global Education in Manufacturing Strategy A European Perspective An idea for discussion: global project based teaching Riitta Smeds, Professor, Helsinki University of Technology TKK Enterprise Simulation

More information

International Teacher Exchange Week 2016 OULU UNIVERSITY OF APPLIED SCIENCES 4 8 APRIL 2016

International Teacher Exchange Week 2016 OULU UNIVERSITY OF APPLIED SCIENCES 4 8 APRIL 2016 International Teacher Exchange Week 2016 OULU UNIVERSITY OF APPLIED SCIENCES 4 8 APRIL 2016 Last updated: 30 September 2015 (to be updated by 30 September by Directors of Education and RDI) Requested Teaching

More information

User operations and preferences in a test room equipped with advanced natural and artificial light sources

User operations and preferences in a test room equipped with advanced natural and artificial light sources User operations and preferences in a test room equipped with advanced natural and artificial light sources Michele Zinzi, Gaetano Fasano ENEA-UDA Italian Agency for Energy, Environment and New Technologies,

More information

Building Services. 240 ECTS cr (4 years) Option HVAC Engineering

Building Services. 240 ECTS cr (4 years) Option HVAC Engineering Building Services BACHELOR OF ENGINEERING, B.SC. (ENG.) 240 ECTS cr (4 years) Option HVAC Engineering Persons studying for an engineer degree in the Option of HVAC Engineering can specialise in HVAC planning,

More information

Cross-layer optimisation of wireless networks (CLOWN)

Cross-layer optimisation of wireless networks (CLOWN) Cross-layer optimisation of wireless networks (CLOWN) Jorma Virtamo Department of Communications and Networking, TKK Helsinki University of Technology CLOWN seminar TKK 28.8.2008 1/6 CLOWN: Outline Project

More information

Knowledge Management in Building. Proceedings of Joint CIB Conference, Helsinki, Finland

Knowledge Management in Building. Proceedings of Joint CIB Conference, Helsinki, Finland FINAL PROJECT REPORT FORM IMCRC Project number 203 Budget code J11323 INVESTIGATOR DETAILS Details Principal Investigator Co-investigator 1 Co-investigator 2 Title/Initials Prof Patricia Dr. Jenny Surname

More information

Smarter Buildings & Management of Buildings

Smarter Buildings & Management of Buildings Green Building Regional Conference and Exhibition 2011 : Innovations in Green Buildings Smarter Buildings & of Buildings Sreenath P V Vice-President, IBM India Ltd November 25, 2011 Agenda IBM s Smarter

More information

Using artificial intelligence methods and 3D graphics for implementation a computer simulator for ophthalmology

Using artificial intelligence methods and 3D graphics for implementation a computer simulator for ophthalmology Using artificial intelligence methods and 3D graphics for implementation a computer simulator for ophthalmology V. V. Gribova, M. V. Petryaeva, L. A. Fedorischev Intelligent System Laboratory, Institute

More information

KITARA research project report for year 2007

KITARA research project report for year 2007 KITARA research project report for year 2007 Project: ICT in the New Business and Service Concepts of the Foundry Industry, FC-ICT The main participants of the consortium FC-ICT are: Helsinki University

More information

How To Understand The Impact Of A Computer On Organization

How To Understand The Impact Of A Computer On Organization International Journal of Research in Engineering & Technology (IJRET) Vol. 1, Issue 1, June 2013, 1-6 Impact Journals IMPACT OF COMPUTER ON ORGANIZATION A. D. BHOSALE 1 & MARATHE DAGADU MITHARAM 2 1 Department

More information

Telecommunication (120 ЕCTS)

Telecommunication (120 ЕCTS) Study program Faculty Cycle Software Engineering and Telecommunication (120 ЕCTS) Contemporary Sciences and Technologies Postgraduate ECTS 120 Offered in Tetovo Description of the program This master study

More information

MASTER S DEGREE PROGRAMME IN BIOINFORMATICS

MASTER S DEGREE PROGRAMME IN BIOINFORMATICS 07.07.08.mat.luonnont.sivut 08 7.7.2008 13:44 Sivu 183 MASTER S DEGREE PROGRAMME IN BIOINFORMATICS Department of Computer Science Department of Mathematics and Statistics Exactum (Kumpula Campus) PO Box

More information

Application of Intelligent Agents in Hospital Appointment Scheduling System

Application of Intelligent Agents in Hospital Appointment Scheduling System Application of Intelligent Agents in Hospital Appointment Scheduling System Arthur Hylton III and Suresh Sankaranarayanan Abstract Normally when we want to make an appointment with the hospital staff,

More information

Gerard Mc Nulty Systems Optimisation Ltd gmcnulty@iol.ie/0876697867 BA.,B.A.I.,C.Eng.,F.I.E.I

Gerard Mc Nulty Systems Optimisation Ltd gmcnulty@iol.ie/0876697867 BA.,B.A.I.,C.Eng.,F.I.E.I Gerard Mc Nulty Systems Optimisation Ltd gmcnulty@iol.ie/0876697867 BA.,B.A.I.,C.Eng.,F.I.E.I Data is Important because it: Helps in Corporate Aims Basis of Business Decisions Engineering Decisions Energy

More information

user experience interaction design web design web development web: www.meda.co.uk email: martin@meda.co.uk

user experience interaction design web design web development web: www.meda.co.uk email: martin@meda.co.uk We believe User Experience (UX) is at the heart of any project providing the necessary focus to produce truly engaging user driven solutions like no one else. Our strategy is to help you identify your

More information

DEPARTMENT OF INFORMATION PROCESSING SCIENCE. Pankkonen 13.3.2012

DEPARTMENT OF INFORMATION PROCESSING SCIENCE. Pankkonen 13.3.2012 GS 3 D Master s Degree Programme Report for BCBU meeting Rovaniemi 14.3.2012 Kari Pankkonen Basic Information Master s Degree Programme in Software, Systems and Services Development in Global l Environment

More information

The Concept of Knowledge Management

The Concept of Knowledge Management The Concept of Knowledge Management A Knowledge Portal for Justice Institutions in Europe Jürgen Friedrich friedrich@tzi.de ESF Learning Network Ex-Offender Community of Practice (ExOCop) Kick-off Meeting,

More information

Adaptive strategies for office spaces in the UK climate

Adaptive strategies for office spaces in the UK climate International Conference Passive and Low Energy Cooling 631 Adaptive strategies for office spaces in the UK climate I. Gallou Environment & Energy Studies Programme, Architectural Association Graduate

More information

Costs of occupational accidents - Effects of occupational safety on company business A research and development project

Costs of occupational accidents - Effects of occupational safety on company business A research and development project Costs of occupational accidents - Effects of occupational safety on company business A research and development project Markku Aaltonen 1 ; Kimmo Oinonen 2 ; Jari-Pekka Kitinoja 3 ; Jorma Saari 4 ; Mika

More information

Online Tools for Co-design User Involvement through the Innovation Process

Online Tools for Co-design User Involvement through the Innovation Process PAPER I Online Tools for Co-design User Involvement through the Innovation Process In: Karahasanovic, A. and Følstad, A. (Eds.). The NordiCHI 2008 Workshops: New Approaches to Requirements Elicitation

More information

Executive Master of Science in Organization Development

Executive Master of Science in Organization Development Mentoring and Assessment Center as tools to help participants making use of learning in their professional life Eucen 2015 AUTUMN SEMINAR Referent: Em. Univ. Prof. Dr. Ralph Grossmann Executive Master

More information

The Application of Information Technology in Mechanical, Civil and Automation Engineering

The Application of Information Technology in Mechanical, Civil and Automation Engineering Reearch Programme of the Academy of Finland KITARA 2005-2009 The Application of Information Technology in Mechanical, Civil and Automation Engineering The Application of Information Technology in Mechanical,

More information

Road Asset Management Research Program In Finland

Road Asset Management Research Program In Finland Langfassung / long version Road Asset Management Research Program In Finland Abstract Mr. Vesa Männistö, M.Sc. (Statistics) Inframan Ltd Länsituulentie 10, 02100 Espoo, Finland Tel +358-9-8567 7715, fax

More information

Organisation and contact information

Organisation and contact information Organisation and contact information VTT Technical Research Centre of Finland Ltd http://www.vttresearch.com/ State-owned, non-profit limited liability company with a special task Based in Finland (offices

More information

Solving Fundamental Problems in Model Based, Semi-Automated Building Project Scheduling

Solving Fundamental Problems in Model Based, Semi-Automated Building Project Scheduling Solving Fundamental Problems in Model Based, Semi-Automated Building Project Scheduling Can Ersen FIRAT Construction Management and Economics, TKK Helsinki University of Technology Juhani KIIRAS Construction

More information

How To Get A Computer Engineering Degree

How To Get A Computer Engineering Degree COMPUTER ENGINEERING GRADUTE PROGRAM FOR MASTER S DEGREE (With Thesis) PREPARATORY PROGRAM* COME 27 Advanced Object Oriented Programming 5 COME 21 Data Structures and Algorithms COME 22 COME 1 COME 1 COME

More information

INTELLIGENT BUILT ENVIRONMENT FOR LIFE MAY 30 JUNE 3, 2016 TAMPERE FINLAND CALL FOR PAPERS

INTELLIGENT BUILT ENVIRONMENT FOR LIFE MAY 30 JUNE 3, 2016 TAMPERE FINLAND CALL FOR PAPERS INTELLIGENT BUILT ENVIRONMENT FOR LIFE MAY 30 JUNE 3, 2016 TAMPERE FINLAND CALL FOR PAPERS Welcome to the leading World Building Congress INTELLIGENT BUILT ENVIRONMENT FOR LIFE 7. Shaping materials and

More information

ALPINE NEWSLETTER. INSIDE CitySUMs INDICATE CI-NERGY FASUDIR FORTISSIMO iurban MIRIAM Glasgow TSB Future Cities

ALPINE NEWSLETTER. INSIDE CitySUMs INDICATE CI-NERGY FASUDIR FORTISSIMO iurban MIRIAM Glasgow TSB Future Cities ALPINE INSIDE CitySUMs INDICATE CI-NERGY FASUDIR FORTISSIMO iurban MIRIAM Glasgow TSB Future Cities Contents IES & SMART CITIES 3 CITYSUMS 4 INDICATE 5 FASUDIR 7 FORTISSIMO 9 iurban 10 CI-NERGY 11 MIRIAM

More information

Human Brain Project -

Human Brain Project - Human Brain Project - Scientific goals, Organization, Our role Wissenswerte, Bremen 26. Nov 2013 Prof. Sonja Grün Insitute of Neuroscience and Medicine (INM-6) & Institute for Advanced Simulations (IAS-6)

More information

Poznan University of Technology Faculty of Electrical Engineering

Poznan University of Technology Faculty of Electrical Engineering Poznan University of Technology Faculty of Electrical Engineering Contact Person: Pawel Kolwicz Vice-Dean Faculty of Electrical Engineering pawel.kolwicz@put.poznan.pl List of Modules Academic Year: 2015/16

More information

Building Information Modelling (BIM); How it Improves Building Performance. R.P. Kumanayake Lecturer, Department of Civil Engineering

Building Information Modelling (BIM); How it Improves Building Performance. R.P. Kumanayake Lecturer, Department of Civil Engineering Building Information Modelling (BIM); How it Improves Building Performance R.P. Kumanayake Lecturer, Department of Civil Engineering R.M.P.S. Bandara Lecturer, Department of Mechanical Engineering Faculty

More information

SWISSOLAR 2104 TASK 44 SOLAR AND HEAT PUMP SYSTEMS

SWISSOLAR 2104 TASK 44 SOLAR AND HEAT PUMP SYSTEMS SWISSOLAR 2104 TASK 44 SOLAR AND HEAT PUMP SYSTEMS Jean-Christophe Hadorn Operating Agent of Task 44 for the Swiss Federal Office of Energy Base consultants SA, 1207 Geneva, Switzerland, jchadorn@baseconsultants.com

More information

Internet based manipulator telepresence

Internet based manipulator telepresence Internet based manipulator telepresence T ten Kate, P Zizola, B Driessen, K van Woerden TNO Institute of Applied Physics, Stieltjesweg 1, 2628 CK DELFT, The NETHERLANDS {tenkate, zizola, driessen, vwoerden}@tpd.tno.nl

More information

School of Computer Science

School of Computer Science School of Computer Science Head of School Professor S Linton Taught Programmes M.Sc. Advanced Computer Science Artificial Intelligence Computing and Information Technology Information Technology Human

More information

VISUALIZATION TOOLS FOR ENERGY AWARENESS AND MANAGEMENT IN ENERGY POSITIVE NEIGHBORHOODS

VISUALIZATION TOOLS FOR ENERGY AWARENESS AND MANAGEMENT IN ENERGY POSITIVE NEIGHBORHOODS VISUALIZATION TOOLS FOR ENERGY AWARENESS AND MANAGEMENT IN ENERGY POSITIVE NEIGHBORHOODS Michael Short, Muneeb Dawood, Tracey Crosbie & Nashwan Dawood Teesside University, UK Mia Ala-Juusela VTT Technical

More information

Six Years Journey from Local Needs to a Health Informatics Degree Program A Case Study

Six Years Journey from Local Needs to a Health Informatics Degree Program A Case Study Six Years Journey from Local Needs to a Health Informatics Degree Program A Case Study T. Saarenpää 1, J. Kontio 2, E. Kontio 3, J. Roslöf 4 1~4 Faculty of Telecommunication and e-business, Turku University

More information

Remote Usability Evaluation of Mobile Web Applications

Remote Usability Evaluation of Mobile Web Applications Remote Usability Evaluation of Mobile Web Applications Paolo Burzacca and Fabio Paternò CNR-ISTI, HIIS Laboratory, via G. Moruzzi 1, 56124 Pisa, Italy {paolo.burzacca,fabio.paterno}@isti.cnr.it Abstract.

More information

Framework for Visual Analytics of Measurement Data

Framework for Visual Analytics of Measurement Data Framework for Visual Analytics of Measurement Data Paula Järvinen, Pekka Siltanen, Kari Rainio VTT, PL 1000, 02044 VTT Espoo, Finland {paula.jarvinen, pekka.siltanen, kari.rainio}@vtt.fi Abstract-Visual

More information

ExmoR A Testing Tool for Control Algorithms on Mobile Robots

ExmoR A Testing Tool for Control Algorithms on Mobile Robots ExmoR A Testing Tool for Control Algorithms on Mobile Robots F. Lehmann, M. Ritzschke and B. Meffert Institute of Informatics, Humboldt University, Unter den Linden 6, 10099 Berlin, Germany E-mail: falk.lehmann@gmx.de,

More information

ANDROID APPLICATION DEVELOPMENT FOR ENVIRONMENT MONITORING USING SMART PHONES

ANDROID APPLICATION DEVELOPMENT FOR ENVIRONMENT MONITORING USING SMART PHONES ANDROID APPLICATION DEVELOPMENT FOR ENVIRONMENT MONITORING USING SMART PHONES ABSTRACT K. Krishnakanth 1 and P. Kavipriya 2 1 M.E Embedded Systems, Sathyabama University, Chennai, India. krishnakoneru99@gmail.com

More information

WEPS PEER AND AUTOMATIC ASSESSMENT IN ONLINE MATH COURSES

WEPS PEER AND AUTOMATIC ASSESSMENT IN ONLINE MATH COURSES WEPS PEER AND AUTOMATIC ASSESSMENT IN ONLINE MATH COURSES Olga Caprotti, Johanna Ojalainen, Matti Pauna, and Mika Seppälä Department of Mathematics and Statistics, University of Helsinki, Finland P.O.

More information

Social and Behavioural Aspects of Housing and Market Response a case of suburbs or housing estates

Social and Behavioural Aspects of Housing and Market Response a case of suburbs or housing estates Social and Behavioural Aspects of Housing and Market Response a case of suburbs or housing estates Mari Vaattovaara Professor of Urban Geography Helsinki, Finland Contents Role and importance of the suburbs

More information

USING OPEN STUDENT MODELS IN DISTANCE LEARNING ENVIRONMENTS TO HELP TEACHERS PROVIDE ADAPTIVE TUTORING

USING OPEN STUDENT MODELS IN DISTANCE LEARNING ENVIRONMENTS TO HELP TEACHERS PROVIDE ADAPTIVE TUTORING 24_MAZZA.qxd 3/26/2003 10:59 Pagina 245 SComS: New Media in Education (2003) 245-251 RICCARDO MAZZA 1 * USING OPEN STUDENT MODELS IN DISTANCE LEARNING ENVIRONMENTS TO HELP TEACHERS PROVIDE ADAPTIVE TUTORING

More information

Masters in Human Computer Interaction

Masters in Human Computer Interaction Masters in Human Computer Interaction Programme Requirements Taught Element, and PG Diploma in Human Computer Interaction: 120 credits: IS5101 CS5001 CS5040 CS5041 CS5042 or CS5044 up to 30 credits from

More information

UNIVERSITY OF OULU. Department of Electrical Engineering (EE)

UNIVERSITY OF OULU. Department of Electrical Engineering (EE) UNIVERSITY OF OULU Department of Electrical Engineering (EE) University of Oulu Founded in 1958 6 faculties 16 000 students 2900 employees Total funding EUR 226 million Among the largest universities in

More information

DESIGN OF INTELLIGENT DEVICE TO SAVE STANDBY POWER IN NETWORK ENABLED DEVICES

DESIGN OF INTELLIGENT DEVICE TO SAVE STANDBY POWER IN NETWORK ENABLED DEVICES International Journal of Computer Engineering & Technology (IJCET) Volume 7, Issue 1, Jan-Feb 216, pp. 54-61, Article ID: IJCET_7_1_7 Available online at http://www.iaeme.com/ijcet/issues.asp?jtype=ijcet&vtype=7&itype=1

More information

Sensing, monitoring and actuating on the UNderwater world through a federated Research InfraStructure Extending the Future Internet SUNRISE

Sensing, monitoring and actuating on the UNderwater world through a federated Research InfraStructure Extending the Future Internet SUNRISE Sensing, monitoring and actuating on the UNderwater world through a federated Research InfraStructure Extending the Future Internet SUNRISE Grant Agreement number 611449 Announcement of the Second Competitive

More information

ss. Cyril and Methodius University Faculty of Computer Science and Engineering Skopje, Macedonia

ss. Cyril and Methodius University Faculty of Computer Science and Engineering Skopje, Macedonia ss. Cyril and Methodius University Faculty of Computer Science and Engineering Skopje, Macedonia Prof. Dimitar Trajanov, THE UNIVERSITY Ss. Cyril and Methodius University in Skopje is oldest and the biggest

More information

How To Write A Doctoral Program In Africa

How To Write A Doctoral Program In Africa Building the IAU-ACUP Portal on Doctoral Studies in Sub-Saharan Africa Addis Ababa Seminar July 2012 I. Manresa / P. Rebaque / L. Villarejo Community Initiatives Office of Learning Technologies Universitat

More information

Distributed System Architectures, Standardization, and Web-Service Solutions in Precision Agriculture

Distributed System Architectures, Standardization, and Web-Service Solutions in Precision Agriculture 1 Distributed System Architectures, Standardization, and Web-Service Solutions in Precision Agriculture KATJA POLOJÄRVI Oulu University of Applied Sciences, School of Renewable Natural Resources, Oulu,

More information

performance management

performance management AWPS - an architecture for pro-active web performance management Univ.-Prof. Dr. Gabriele Kotsis (Gabriele.Kotsis@jku.at) Martin Pinzger (Mpinzger@gmail.com) Department of Telecooperation Johannes Kepler

More information

17th Eemeli Workshop. Wednesday 13th August 2014 VTT, Micronova, Tietotie 3, Espoo. Juhani Luotola, Orion Diagnostica Oy

17th Eemeli Workshop. Wednesday 13th August 2014 VTT, Micronova, Tietotie 3, Espoo. Juhani Luotola, Orion Diagnostica Oy 17th Eemeli Workshop Wednesday 13th August 2014 VTT, Micronova, Tietotie 3, Espoo Juhani Luotola, Orion Diagnostica Oy Juhani Luotola / R&D 13/12/2014 1 2 Personalized Diagnostics and Care Personalized

More information

Model-Based Conceptual Design through to system implementation Lessons from a structured yet agile approach

Model-Based Conceptual Design through to system implementation Lessons from a structured yet agile approach Model-Based Conceptual Design through to system implementation Lessons from a structured yet agile approach Matthew Wylie Shoal Engineering Pty Ltd matthew.wylie@shoalgroup.com Dr David Harvey Shoal Engineering

More information

Health Informatics and Artificial Intelligence: the next big thing in health/aged care

Health Informatics and Artificial Intelligence: the next big thing in health/aged care Health Informatics and Artificial Intelligence: the next big thing in health/aged care Professor Michael Blumenstein Griffith University ACSA National Conference, Adelaide Tuesday, September 9 th 2014

More information

Climate Ready Shade Operating Systems for residential applications.

Climate Ready Shade Operating Systems for residential applications. Climate Ready Shade Operating Systems for residential applications. This brochure contains examples of home plan configurations and how Climate Ready Shade Operating Systems can be applied and what is

More information

EXPERIMENTAL INVESTIGATION OF THE INTEGRATION OF VIRTUAL MODELS AND THE PHYSICAL CONSTRUCTION

EXPERIMENTAL INVESTIGATION OF THE INTEGRATION OF VIRTUAL MODELS AND THE PHYSICAL CONSTRUCTION EXPERIMENTAL INVESTIGATION OF THE INTEGRATION OF VIRTUAL MODELS AND THE PHYSICAL CONSTRUCTION Abiola A. Akanmu 1, Chimay J. Anumba 2, John I. Messner 2, Sanghoon Lee 2, and Deepa Kundur 3 abiola.akanmu@wmich.edu,

More information

Big Data Analytics. for the Exploitation of the CERN Accelerator Complex. Antonio Romero Marín

Big Data Analytics. for the Exploitation of the CERN Accelerator Complex. Antonio Romero Marín Big Data Analytics for the Exploitation of the CERN Accelerator Complex Antonio Romero Marín Milan 11/03/2015 Oracle Big Data and Analytics @ Work 1 What is CERN CERN - European Laboratory for Particle

More information

Regional innovation hubs and their role to international cooperation

Regional innovation hubs and their role to international cooperation Regional innovation hubs and their role to international cooperation Brazilian delegation 22-26th August 2011 Ministerial Adviser, Dr. Pirjo Kutinlahti Outline Finnish cluster policy approach Centre of

More information