FUTURE SMART ENERGY SOFTWARE HOUSES
|
|
- Monica Turner
- 5 years ago
- Views:
Transcription
1 FUTURE SMART ENERGY SOFTWARE HOUSES Futures Conference 2018 Petri Kettunen & Niko Mäkitalo Matemaattis-luonnontieteellinen Department of Computer Science tiedekunta Petri Kettunen & Niko Mäkitalo 14/06/2018 1
2 OUTLINE 1. Energy Sector Drivers and Opportunities 2. Future Scenarios to Software Futures 3. Computer Science (CS) PERSPECTIVE Software in Smart Grids Data in Smart Grids 4. Future Software-Related DEPENDENCIES, OPPORTUNITIES 5. Software Competencies in Smart Grids 6. Future Energy Software House Capabilities Petri Kettunen & Niko Mäkitalo 14/06/2018 2
3 ENERGY SECTOR DRIVERS & OPPORTUNITIES Petri Kettunen & Niko Mäkitalo 11/06/2018 3
4 FUTURE SCENARIOS TO SOFTWARE FUTURES Disruption factors [World Economic Forum ]: digitalization decentralization electrification More energy sector R&D converging and coupling to digitalization [Business Finland (Tekes) 332/2017] The related technology industry includes software companies [Finnish smart grid vision, Ministry of Economic Affairs and Employment 2016]. Petri Kettunen & Niko Mäkitalo 11/06/2018 4
5 FUTURE SCENARIOS TO SOFTWARE FUTURES Petri Kettunen & Niko Mäkitalo 11/06/2018 5
6 COMPUTER SCIENCE (CS) PERSPECTIVE 1. What software and data are there and where (architecture) all over the future energy systems (Smart Grid)? Opportunities for more? Current obstacles? 2. What particular software technologies and competencies does / will software in there involve? Commonalities? New research areas, open research questions, knowledge gaps? Petri Kettunen & Niko Mäkitalo 11/06/2018 6
7 SOFTWARE IN SMART GRIDS Complex system-of-systems (SoS) Software parts Evolution of the current grids to integrate new technologies, in particular ICT Power systems with ICT systems Future power systems engineering, operations and management concern increasingly software applications, services and communications. Smart grids as service platforms for future distributed, carbonneutral energy systems [Finnish smart grid vision, Ministry of Economic Affairs and Employment 2016] Petri Kettunen & Niko Mäkitalo 11/06/2018 7
8 SOFTWARE IN SMART GRIDS Interoperability Layers: Incorporates SOFTWARE Electrical Process: Embeds SOFTWARE Power System Information Management: Uses SOFTWARE FIGURE SOURCE: CEN-CENELEC-ETSI SG-CG/M490/C_ Smart Grid Reference Architecture Petri Kettunen & Niko Mäkitalo 11/06/2018 8
9 DATA IN SMART GRIDS New data sources, streams / flows, datahubs ICT is an enabler but requires common interfaces and data models (Data Management). Needs and concerns: availability, access, ownership, information security open interfaces (API), sharing (standards) Exploiting data: monitoring and predicting the state of the electricity system (e.g., outages, DERs, demand forecasting) by combining and analyzing different data sources (even big data) valuing smart metering and other grid data assets Petri Kettunen & Niko Mäkitalo 11/06/2018 9
10 FUTURE SW-RELATED DEPENDENCIES interconnectivity, communications data / information / knowledge exchanges safety, reliability cyber-security cross-cutting FIGURE SOURCE: CEN-CENELEC-ETSI SG-CG/M490/C_ Smart Grid Reference Architecture Petri Kettunen & Niko Mäkitalo 11/06/
11 FUTURE SW-RELATED OPPORTUNITIES IT/OT convergence virtualization e.g., VPP digital services data / information modernizations FIGURE SOURCE: CEN-CENELEC-ETSI SG-CG/M490/C_ Smart Grid Reference Architecture Petri Kettunen & Niko Mäkitalo 11/06/
12 SW COMPETENCIES IN SMART GRIDS COMPONENT LAYER FUNCTION LAYER workstation software, databases, information processing data processing, communication protocols embedded software server software, databases, IT/IS interfaces, cloud distributed systems real-time systems IS design automation systems, remote data acquisition and processing Intelligent Electrical Devices (IED) design process control control systems FIGURES SOURCE: CEN-CENELEC-ETSI SG-CG/M490/C_ Smart Grid Reference Architecture Petri Kettunen & Niko Mäkitalo 11/06/
13 Petri Kettunen & Niko Mäkitalo 11/06/
14 SW COMPETENCIES IN SMART GRIDS Save and sell electricity Data on user s possession and then provided for services Two-way interaction and information exchange Internet of People More accurate and real-time information on capacity of storage and electricity usage FIGURE SOURCE: CEN-CENELEC-ETSI SG-CG/M490/C_ Smart Grid Reference Architecture Petri Kettunen & Niko Mäkitalo 11/06/
15 FUTURE ENERGY SW HOUSE CAPABILITIES new software-intensive systems engineering, management and interoperability cyber-physical systems (CPS), Fog computing, Internet of People large-scale cross-functional networking, distribution (DER, DS, microgrids, VPPs, etc.) multiple levels of (dynamic, real-time) controls (DR, etc.) new data sources and exchanges (AMR, data hubs, etc.) cyber-security, safety Information Technology (IT) & Operations Technology (OT) complexity Petri Kettunen & Niko Mäkitalo 11/06/
16 CONCLUSIONS There will be more and more software and data in all layers. Systems that never sleep: The software must be developed and operated (24/7/365). There will be new software-related dependencies which may cause unprecedented concerns (e.g., cyber-security). The enabled digitalization makes it possible to renew current processes and organizations possibly even disrupting them with new business models and emerging actors (e.g., VPP). Other (non-energy) systems will interoperate with Smart Grids. Consequently, new software competencies and software-based capabilities will be required in all future energy system houses. Petri Kettunen & Niko Mäkitalo 11/06/
17 CONTACTS Petri Kettunen, Niko Mäkitalo University of Helsinki Department of Computer Science P.O. Box 68 FI UNIVERSITY OF HELSINKI Finland petri.kettunen(at)cs.helsinki.fi, niko.makitalo(at)helsinki.fi Petri Kettunen & Niko Mäkitalo 11/06/
SMART Communities Need A SMART Workforce Partners in SMART Education and Workforce Development & Training
SMART Communities Need A SMART Workforce Partners in SMART Education and Workforce Development & Training Who We Are What We Do SMART Community Exchange (SCE) founded in 2009, is an independent Public
More informationThe Universal Solution for all your Grid IoT Integration
The Universal Solution for all your Grid IoT Integration IoT Slide from Day 1 of i-pcgrid Pat Hogan PG&E Thousands of Grid IoT Devices being Deployed FLISR IVVC XFMR Mon Eng Access Dev Mgmt Fault Data
More informationTowards tailored and targeted asthma self-management using mobile technologies
Towards tailored and targeted asthma self-management using mobile technologies Funded by the European Union Asthma: the problem Asthma is a lifelong chronic disease caused by inflammation of the airways,
More informationINTELIGENT BUILDING SYSTEM (IBS) AS A GREEN AND SMART APPROACH IN INDONESIA: BENEFIT, PROBLEM, AND CHALLENGE
bidang TEKNIK INTELIGENT BUILDING SYSTEM (IBS) AS A GREEN AND SMART APPROACH IN INDONESIA: BENEFIT, PROBLEM, AND CHALLENGE ANDI HARAPAN S Program Studi Teknik Arsitektur, Fakultas Teknik dan Ilmu Komputer
More informationA normative framework
Ambient Intelligence A normative framework Jan Gerrit Schuurman & Michiel Besters 1 Content 1. Presenting the Rathenau Institute 2. Publication Ambient Intelligence 3. Trends in healthcare 4. Towards a
More informationSelf-aware Early Warning Score System for IoT-Based Personalized Healthcare
Self-aware Early Warning Score System for IoT-Based Personalized Healthcare Iman Azimi 1(B), Arman Anzanpour 1, Amir M. Rahmani 1,2, Pasi Liljeberg 1, and Hannu Tenhunen 1,2 1 Department of Information
More informationIsaacus Digital Health HUB. Health Tuesday
Isaacus Digital Health HUB Health Tuesday 7.3.2017 Why Finland? Finland has five advantages 1 2 A genetically isolated population The Finnish genome offers excellent opportunities for specific research
More informationGender-responsive energy policy
Gender-responsive energy policy The ECOWAS Experience Workshop on Women Entrepreneurs & Sustainable Energy in Africa Under the Auspices of the 16 th African Ministerial Conference on Environment (AMCEN
More informationCHAPTER 6 DESIGN AND ARCHITECTURE OF REAL TIME WEB-CENTRIC TELEHEALTH DIABETES DIAGNOSIS EXPERT SYSTEM
87 CHAPTER 6 DESIGN AND ARCHITECTURE OF REAL TIME WEB-CENTRIC TELEHEALTH DIABETES DIAGNOSIS EXPERT SYSTEM 6.1 INTRODUCTION This chapter presents the design and architecture of real time Web centric telehealth
More informationThe future of NDT with wireless sensors, A.I. and IoT
The future of NDT with wireless sensors, A.I. and IoT Janko Meier, Isaak Tsalicoglou and Ralph Mennicke Proceq S.A., Ringstrasse 2, Schwerzenbach, Switzerland More info about this article: http://www.ndt.net/?id=22263
More informationAn architecture description method for Acknowledged System of Systems based on Federated Architecture
An architecture description method for Acknowledged System of Systems based on Federated Architecture Jae-Hong Ahn 1, Yeunseung Ryu 2 and Doo-Kwon Baik 3 1 Agency for Defense Development, Korea koreaseman@daum.net
More informationDesign Issues for Electronics Health Records Using Cloud Computing Technologies
IEEE Conference on Professional Development & Latest Trends in Emerging Topics for Practicing Engineers Nov. 8-9, Indianapolis Marriott East Organized by IEEE Central Indiana Section/Computer Society Chapter
More informationLanguage Technologies and Business in the Future
Language Technologies and Business in the Future Niko Papula, Multilizer KITES Symposium, Helsinki 31.10.2013 Finnish company providing leading translation & localization technologies since 1995 Each month
More informationARE Position Paper: Women and Sustainable Energy
ARE Position Paper: Women and Sustainable Energy The Alliance for Rural Electrification (ARE) supports the initiative planned by the European Commission (EC) to empower women in the sustainable energy
More informationASCO Power Control Systems Overview
ASCO Power Control Systems Overview POWER CONTROL CHALLENGES Today more than ever, continuous electrical power is essential for providing mission-critical services. Whether it s a hospital providing critical
More informationPersonalized HealthCare and Agent Technologies
Personalized HealthCare and Agent Technologies Mirjana Ivanović University of Novi Sad, Faculty of Sciences Department of Mathematics and informatics Novi Sad, Serbia mira@dmi.uns.ac.rs 1/46 AGENDA 1 Introduction
More informationA Day in the Life of a Transactive Grid
A Day in the Life of a Transactive Grid GridWise Architecture Council Presented to: National Council of State Legislators Webinar March 5, 2015 Mark Knight and Tom Sloan GWAC Members Ron Melton GWAC Administrator
More informationBiomedical Engineering in Commercial Healthcare IT Industry Startup Company's View. Managing Director, goact Pty Ltd
Biomedical Engineering in Commercial Healthcare IT Industry Startup Company's View Antti Sarela Managing Director, goact Pty Ltd My Career in Medical Device R&D Psychology & Software 2006-2010 2010-> Biophysics
More informationIntegrating Project Management Standards within Business Technology Management (BTM)
Integrating Project Management Standards within Business Technology Management (BTM) gagnontech.org btm-forum.org stephane.gagnon@uqo.ca Prof. Université du Québec, Canada Objectives 1. Meet PM 2 community,
More informationHow-To Evaluate a Veterinary Digital Radiography System A SPECIAL REPORT
How-To Evaluate a Veterinary Digital Radiography System A SPECIAL REPORT INTRODUCTION The more information you have, the easier decisions are to make. Experiencing a live hands-on demonstration will take
More informationThe product website contains useful information and videos that cover both the patient and the clinician interfaces for mycopd
mycopd universal guidance The product website contains useful information and videos that cover both the patient and the clinician interfaces for mycopd https://mymhealth.com/mymhealth/mycopd The clinician
More informationPROF. KAISA POUTANEN VTT Biotechnology & University of Kuopio 8 th Annual Conference of TCI Hong Kong 10 November 2005
Drink FUNCTIONAL FOODS AND FOOD INNOVATION THE FINNISH CASE PROF. KAISA POUTANEN VTT Biotechnology & University of Kuopio Kaisa.Poutanen@vtt.fi 8 th Annual Conference of TCI Hong Kong 10 November 2005
More informationFrom recruiting to data collection, the impact of connected digital health in clinical trials. Practical Example : The VERKKO study
From recruiting to data collection, the impact of connected digital health in clinical trials Practical Example : The VERKKO study Nadir AMMOUR Head Patients & Partner Sanofi R&D 1 If Change is happening
More informationImplementing a Modern NDT Inspection Program Utilizing Connected Instruments and Cloud Software Solutions
Implementing a Modern NDT Inspection Program Utilizing Connected Instruments and Cloud Software Solutions Dianne Hillhouse Business Development Manager Oil/Gas/Chemical Market Olympus Scientific Solutions
More informationCIM1309: vcat 3.0: Operating a VMware Cloud
CIM1309: vcat 3.0: Operating a VMware Cloud Kevin Lees - Principal Architect Global Centers of Excellence Rohan Kalra Business Solutions Architect, VMware Global Center of Excellence 2009 VMware Inc. All
More informationA Day in the Life of a Transactive Grid
A Day in the Life of a Transactive Grid GridWise Architecture Council Presented to: Council of State Governments Webinar December 3, 2014 Mark Knight and Tom Sloan GWAC Members Ron Melton GWAC Administrator
More informationIT Foundation Application Map
IT Foundation Application Map IT vs. IS vs. CS IT = Information Technology CS = Computer Science IS = Information System IS Manage effective and efficient collaboration between CS and IT Industrial Engineering
More informationWireless sensors and lifestyle
Wireless sensors and lifestyle Per Hasvold Administrative Leader Tromsø Telemedicine Laboratory CRI Norwegian Centre for Telemedicine CyberNINA (1999) John 44 years Overweight Risk of diabetes and cardiovascular
More informationIMPEx Analysis of Planetary Data with AMDA and 3DView communica<ng with SAMP
IMPEx Analysis of Planetary Data with AMDA and 3DView communica
More informationTC65B, WG6. IEC Industrial Process Control Systems Guideline for evaluating process control systems. Micaela Caserza Magro Paolo Pinceti
COMITATO ELETTROTECNICO ITALIANO TC65B, WG6 IEC 62603 Industrial Process Control s Guideline for evaluating process control systems Micaela Caserza Magro Paolo Pinceti The origin of the idea F UK Group
More informationThe European Commission s science and knowledge service Smart Baltic
The European Commission s science and knowledge service Joint Research Centre S3P ENERGY WORKSHOP Smart Baltic Smart grid challenges and opportunities in the Baltic region flaviagangale@ec.europa.eu JRC
More informationEthics Considaration in Health Databases and Biobank
Ethics Considaration in Health Databases and Biobank Associate Professor Dr Chee Piau WONG MBBS, MRCP, FRCPCH, PhD, CCST, AMM Jeffrey Cheah School of Medicine and Health Sciences Presentation Malaysia
More informationFirst Turku Traumatic Brain Injury Symposium
First Turku Traumatic Brain Injury Symposium Harri Siitari, Ph.D, Senior Principal Scientist Project Manager Click to edit Master Biggest title multitechnological style applied research organisation in
More information2016 Environment, Health and Safety (EHS) Research Vision & Agenda Matthew Littlefield & Peter Bussey
2016 Environment, Health and Safety (EHS) Research Vision & Agenda Matthew Littlefield & Peter Bussey House Keeping Items Lines are Muted Recorded Line Chat Box Questions during the Presentation Questions
More informationBRAINLAB ELEMENTS RADIOTHERAPY PLANNING
BRAINLAB ELEMENTS RADIOTHERAPY PLANNING BUILD REACH AND RICHNESS BRAINLAB ELEMENTS Medical technology just got a whole lot easier and innovation is within reach with pre-planning software apps by Brainlab.
More informationVirtual Sensors: Transforming the Way We Think About Accommodation Stevens Institute of Technology-Hoboken, New Jersey Katherine Grace August, Avi
Virtual Sensors: Transforming the Way We Think About Accommodation Stevens Institute of Technology-Hoboken, New Jersey Katherine Grace August, Avi Hauser, Dave Nall Fatimah Shehadeh-Grant, Jennifer Chen,
More informationTESTIA For INNOVATIVE Solutions
TESTIA For INNOVATIVE Solutions 6 th Symposium for NDT in Aerospace Opening new ways in ndt using OMA communication system with Smart NDT Tool, UT & ET equipment Enhanced NDT by collaboration between mobile
More informationFog Computing: Challenges and Solutions
Fog Computing: Challenges and Solutions Maria Gorlatova @MariaGorlatova My Background (1/2) Participating in GHC since 2012 Baltimore 12 Phoenix 14 Houston 15, 16 Helping organize GHC since 2015 Co-chair,
More informationD4.10 Demonstrator 4 EoT Application
Horizon 2020 PROGRAMME ICT-01-2014: Smart Cyber-Physical Systems This project has received funding from the European Union s Horizon 2020 research and innovation programme under Grant Agreement No 643924
More informationIntegrated Approaches in Diabetes Care The 4 Ds Author: Jochen Maas, General Manager R&D Germany, Date: 24/05/2018. Unlocking Tomorrow s Cures
Author: Jochen Maas, General Manager R&D Germany, Date: 24/05/2018 Unlocking Tomorrow s Cures 1 Tempora mutantur et nos in illis Data Diagnosis Drug Device Die Bedeutung der 4 D's 2 Definitions Drug A
More informationISS National Laboratory Initiative IRAD-1. UTC Contract Work. Lab-Like Architecture and Software Toolset Development
ISS National Laboratory Initiative IRAD- UTC Contract Work Lab-Like Architecture and Software Toolset Development Dr. Jim Henry jim-henry@utc.edu 423-425-4398 Trevor Elliott trevor-elliott@utc.edu 423-425-77
More informationBefore the Federal Communications Commission Washington, D.C
Before the Federal Communications Commission Washington, D.C. 20554 In the Matter of ) ) Transition From ) TTY to Real-Time Text ) CG Docket No. 16-145 Technology ) ) ) ) COMMENTS OF THE ALLIANCE FOR TELECOMMUNICATIONS
More informationEHTEL. ehealth Interoperability Workshop
EHTEL ehealth Interoperability Workshop eprescribing and cross-border medication management Brussels 01/06/2004 Company profile Established in 1994 by the important actors in healthcare e-health company
More informationData Center ScoreCard
Data Center ScoreCard Instructions: This is a simple scorecard you can use to rate your current environment, procedures and processes. It is not comprehensive and is a sampling method only. It is not a
More informationModel of R&D and inovation in the holding company
Model of R&D and inovation in the holding company Miroslav Poljak, Ph.D. Member of the Managing Board 9 May 2016 Content Basic data of the KONČAR Holding RDI of a single product RDI of a complex product
More informationDIEBOLD NIXDORF AG AT GERMANY EQUITY FORUM
November 28, 2017 DIEBOLD NIXDORF AG AT GERMANY EQUITY FORUM Dr. Jürgen Wunram Agenda Diebold Nixdorf AG History and shareholder structure Market trends, strategy and progress of integration Diebold Nixdorf
More informationPlug-and-play goes online
The next-generation Accu-Chek T Smart Pix software Plug-and-play goes online Proven tools for efficient and effective diabetes management 1 even for patients who are not in your office How many of these
More informationPersonalized nutrition, a new setting for nutrition and health related business
Personalized nutrition, a new setting for nutrition and health related business Dr. Jo Goossens PRECIOUS Seminar Imperial College, London 23 Sep 2016 Personalised The dilemma: nutrition knowing offers
More informationDigital mammography imaging from Carestream Health solutions for great workflow, productivity, and patient care.
Digital Mammography Imaging on KODAK CR Systems Digital mammography imaging from Carestream Health solutions for great workflow, productivity, and patient care. Commercial distribution of the CR Mammography
More informationNew inhaler monitoring technologies: what they do and how they are used
Please note, some slides have been removed due to potential copyright restrictions. New inhaler monitoring technologies: what they do and how they are used Paul Colthorpe Global Program Head, Novartis
More informationEXPERT. in health and welfare
EXPERT in health and welfare Knowledge for HEALTH AND WELFARE The National Institute for Health and Welfare (THL) is a Finnish expert agency that provides reliable information on health and welfare for
More informationFree ecosystem for medical imaging
Free ecosystem for medical imaging 1 2 Worldwide explosion of medical images Belgium (2013): 33 millions of imaging studies for 11 millions of people CT + MRI + PET-CT Reason: Multimodal and longitudinal
More informationDevelopment of a Model and a Mobile Computing Framework for Effective Self-
Development of a Model and a Mobile Computing Framework for Effective Self- Management of Type II Diabetes Jay Urbain, PhD urbain@msoe.edu Electrical Engineering and Computer Science Department Milwaukee
More informationCase Study. Complex Components Demand Innovative Ultrasound Solution
Complex Components Demand Innovative Ultrasound Solution Critical components in the aerospace and defense industries, such as engine housings, wings and control surfaces, undergo rigorous testing to ensure
More informationTaking Active and Healthy Ageing out of the box: from ecological invalidity to 'wild' ageing trials
Taking Active and Healthy Ageing out of the box: from ecological invalidity to 'wild' ageing trials Prof. Panos Bamidis Medical School, Aristotle University of Thessaloniki Twitter: @Bamidis FB: Panagiotis.bamidis
More informationSocial Determinants of Health
FORECAST HEALTH WHITE PAPER SERIES Social Determinants of Health And Predictive Modeling SOHAYLA PRUITT Director Product Management Health systems must devise new ways to adapt to an aggressively changing
More informationJOINT DEVELOPMENT & PRE- TESTING OF AAL SOLUTIONS FOR ELDERLY ÉDER ÁKOS PINKAFELD
JOINT DEVELOPMENT & PRE- TESTING OF AAL SOLUTIONS FOR ELDERLY ÉDER ÁKOS 23.11.2018 PINKAFELD CONTENT 1. Demographics 2. Silver Economy 3. AAL projects 4. Target Groups 5. Involvement AGE STRUCTURE OF EU
More informationCALYPSO Highlights
CALYPSO 2017 - Highlights Seda Gündogdu & Günter Haas Metrology Application Software 02.05.2017 CALYPSO 2017 - Highlights standardized: PiWeb reporting modern: newest technologies linked: colin3d & CALYPSO
More informationPROJECT PERIODIC REPORT
PROJECT PERIODIC REPORT Project acronym: Project full title: Grant agreement no: CuPiD Closed-loop system for personalized and at-home rehabilitation of people with Parkinson's Disease ICT 288516 Project
More informationCENTREPOINT DATA HUB REAL-WORLD INSIGHTS IN NEAR REAL TIME
CENTREPOINT DATA HUB REAL-WORLD INSIGHTS IN NEAR REAL TIME OPTIMIZING CLINICAL TRIALS WITH REAL-WORLD DATA As technologies advance at lightening pace and the clinical trial process becomes ever more complex,
More informationPlanning for Demand Response in PGE s IRP
Planning for Demand Response in PGE s IRP Pacific Northwest Demand Response Project Meeting February 14, 2013 2012 Portland General Electric. All rights reserved. PGE Load Resource Balance: Energy 2 1
More informationGender Matters in GIZ
Gender Matters within GIZ GIZ, and its Gender Strategy 2010 2014 Integrating Gender into Projects & Programmes Gender Analysis and Renewable Energy Anil Misra (anil.misra@giz.de) Slide Number 1 Gender
More informationDigital Pathology Diagnosis Assistance System
August 3, 2011 Digital Pathology Diagnosis Assistance System Computer s s eye and Pathologist s s eye Ogura M, Saito A, Graf HP, Marugame A, Kiyuna T, Yamashita Y, Cosatto E, Malon C & Fukumoto M. Innovative
More informationResearch on Digital Testing System of Evaluating Characteristics for Ultrasonic Transducer
Sensors & Transducers 2014 by IFSA Publishing, S. L. http://www.sensorsportal.com Research on Digital Testing System of Evaluating Characteristics for Ultrasonic Transducer Qin Yin, * Liang Heng, Peng-Fei
More informationILLICIT DRUG TRADE. Future-oriented policing projects
ILLICIT DRUG TRADE Future-oriented policing projects In keeping with its consistent support of international organisations to strengthen the global community, the United Arab Emirates through the Interpol
More informationCybercrime: Technology Turns into a Curse. Technology has advanced drastically over the years. Specifically, computers continue to
MOHAMMAD TANVIR HOSSAIN, CYBERCRIME: TECHNOLOGY TURNS INTO A CURSE (Mohammad Tanvir Hossain, 2015) 2014, Mohammad Tanvir Hossain ASIN: B00TJV360C Price: $3.00 Page Length: 30 Pages Keywords: Cyber Crime,
More informationWilliam Demant. Jefferies Healthcare Conf. Nov Søren B. Andersson, VP Investor Relations
William Demant Jefferies Healthcare Conf. Nov. 2017 Søren B. Andersson, VP Investor Relations Agenda General update Key take-aways from November Interim Statement Hearing Devices Outlook 2017 Q&A 2 General
More informationInnovative Income: Diversifying John Hinton Move On MOVE ON - UNLOCKING YOUR POTENTIAL
Innovative Income: Diversifying John Hinton Move On About Move On To unlock the potential of vulnerable young people and those affected by homelessness in order to improve their lives. Established in 1997.
More informationAfghanistan Energy Report
Afghanistan Energy Report Da Afghanistan Brishna Sherkat (DABS) Prepared By: Gholam Farooq Ashna Da Afghanistan Brishna Sherkat (DABS) 1 General Information on Afghanistan - Afghanistan, is a mountainous
More informationHigh-Impact, Low-Frequency Event Risk to the North American Bulk Power System
High-Impact, Low-Frequency Event Risk to the North American Bulk Power System Gerry Cauley, President and CEO, NERC Mark Lauby, Director, Reliability Assessments and Performance Analysis, NERC Industry
More informationOPERATIONALIZING EHS MANAGEMENT
Bridge the Gap from Strategy to Execution CONNECT: lnsresearch.com Bridge the Gap from Strategy to Execution EXECUTIVE SUMMARY... 3 1: Research Demographics... 5 2: EHS Performance Improvement Barriers
More informationNew York State Immunization Information System (NYSIIS) New York State Department of Health. Digital Government: Government to Business (G to B)
New York State Immunization Information System (NYSIIS) New York State Department of Health Digital Government: Government to Business (G to B) 1 Executive Summary The New York State Immunization Information
More informationReport on fundamental and human rights. research in Finland, HRC conducting relevant research. Some 200 responses were received.
Report on fundamental and human rights research in Finland, HRC 2017 Assi Harkoma * The Finnish Human Rights Centre (HRC) has published a very first report on human and fundamental rights research in Finland.
More informationThe Danish Medicines Agency s availability strategy
låst DECEMBER 2016 The Danish Medicines Agency s availability strategy 2017 2021 Danish Medicines Agency, 2016 This publication may be freely quoted with appropriate acknowledgement of the source. Images
More information23. september Supporting technology for Remote NDT A4A 2016 San Diego Jan Olav Endrerud- CEO DolphiTech
23. september 2016 Supporting technology for Remote NDT A4A 2016 San Diego Jan Olav Endrerud- CEO DolphiTech DolphiTech Unique UT transducer and imaging technology Making even non-experts capable of performing
More informationBHARATH INSTITUTE OF HIGHER EDUCATION AND RESEARCH ODD SEMESTER UNIVERSITY EXAMINATION TIME TABLE / NOV
07.12.2017 FN CE (PT) 2013, 2014 1 BME103 Engineering Mechanics 11.12.2017 FN CE (PT) 2013, 2014 1 BCS103 Fundamentals of Computing and Programming 20.12.2017 FN CE (PT) 2013, 2014 1 BMA103 Engineering
More informationMobile phones have become the catalyst of growth both on personal and social level. Year in year out, it s becoming increasingly clear that mobile
#MORE THAN CONNECTIVITY Mobile phones have become the catalyst of growth both on personal and social level. Year in year out, it s becoming increasingly clear that mobile communications contribute to social
More informationRef. Ares(2016) /03/2016 POWER2DM. Predictive model-based decision support for diabetes patient empowerment
Ref. Ares(2016)1039133 - POWER2DM Predictive model-based decision support for diabetes patient empowerment POWER2DM BACKGROUND H2020 PHC-28-2015 (21 april 2015): Self management of health and disease and
More informationehealth (Telemedicine) and concepts of virtual clinical trials Prof. Dr. med. Siegfried Jedamzik Berlin, 09. November 2017
ehealth (Telemedicine) and concepts of virtual clinical trials Prof. Dr. med. Siegfried Jedamzik Berlin, 09. November 2017 Agenda Number Titel 1.0 Introduction Bayerische TelemedAllianz (BTA) 2.0 Telemedicine
More informationMember 1 Member 2 Member 3 Member 4 Full Name Krithee Sirisith Pichai Sodsai Thanasunn
Microsoft Imagine Cup 2010 Thailand Software Design Round 1 Project Proposal Template PROJECT PROPOSAL DUE: 31 Jan 2010 To Submit to proposal: Register at www.imaginecup.com; select to compete in Software
More informationApplication of AI in Healthcare. Alistair Erskine MD MBA Chief Informatics Officer
Application of AI in Healthcare Alistair Erskine MD MBA Chief Informatics Officer 1 Overview Why AI in Healthcare topic matters Is AI just another shiny objects? Geisinger AI collaborations Categories
More informationORC: an Ontology Reasoning Component for Diabetes
ORC: an Ontology Reasoning Component for Diabetes Özgür Kafalı 1, Michal Sindlar 2, Tom van der Weide 2 and Kostas Stathis 1 1 Department of Computer Science Royal Holloway, University of London, UK {ozgur.kafali,kostas.stathis}@rhul.ac.uk
More informationHealth informatics Digital imaging and communication in medicine (DICOM) including workflow and data management
INTERNATIONAL STANDARD ISO 12052 Second edition 2017-08 Health informatics Digital imaging and communication in medicine (DICOM) including workflow and data management Informatique de santé Imagerie numérique
More informationCleveland Clinic Home Monitoring Pilot
Cleveland Clinic Home Monitoring Pilot Overview Microsoft s Vision in Health Cleveland Clinic Pilot 2 Vision 3 Healthcare s Copernican Shift Healthcare is undergoing a Copernican Shift with the consumer
More informationKnowledge networks of biological and medical data An exhaustive and flexible solution to model life sciences domains
Knowledge networks of biological and medical data An exhaustive and flexible solution to model life sciences domains Dr. Sascha Losko, Dr. Karsten Wenger, Dr. Wenzel Kalus, Dr. Andrea Ramge, Dr. Jens Wiehler,
More informationHIT-Enabled Population Health Management. Tracey Moorhead July 19, 2010
HIT-Enabled Population Health Management Tracey Moorhead July 19, 2010 Population Health Management Along the Care Continuum Chronic Condition Management Intensive Case Management Wellness Programs Health
More informationSAGE. Nick Beard Vice President, IDX Systems Corp.
SAGE Nick Beard Vice President, IDX Systems Corp. Sharable Active Guideline Environment An R&D consortium to develop the technology infrastructure to enable computable clinical guidelines, that will be
More informationSystems Engineering Guide for Systems of Systems. Essentials. December 2010
DEPARTMENT OF DEFENSE Systems Engineering Guide for Systems of Systems Essentials December 2010 Director of Systems Engineering Office of the Director, Defense Research and Engineering Washington, D.C.
More informationAn Approach to Applying. Goal Model and Fault Tree for Autonomic Control
Contemporary Engineering Sciences, Vol. 9, 2016, no. 18, 853-862 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/ces.2016.6697 An Approach to Applying Goal Model and Fault Tree for Autonomic Control
More informationWFS. User Guide. thinkwhere Glendevon House Castle Business Park Stirling FK9 4TZ Tel +44 (0) Fax +44 (0)
WFS User Guide thinkwhere Glendevon House Castle Business Park Stirling FK9 4TZ www.thinkwhere.com Tel +44 (0)1786 476060 Fax +44 (0)1786 47609 Table of Contents WHAT IS A WEB FEATURE SERVICE?... 3 Key
More informationb e y o n d e x p e c t a t i o n
b e y o n d e x p e c t a t i o n Efficient and Innovative Quick treatment Modern design Efficient Quick, safe and successful treatment Shockwave therapy has gained a firm foothold throughout the world.
More informationAlliance Diagnostic Hub for NEL. Cancer Collaborative Annual Review event
Alliance Diagnostic Hub for NEL Cancer Collaborative Annual Review event 26 th June 2018 There are clear national priorities for provision of Cancer Services National Context The Five Year Forward View,
More informationSAP Hybris Academy. Public. February March 2017
SAP Hybris Academy Public February March 2017 Agenda Introduction SAP Hybris Academy Overview Java Knowledge Needed for SAP Hybris Development HY200 SAP Hybris Commerce Functional Analyst: Course Content
More informationECOWAS Policy for Gender Mainstreaming in Energy Access: Draft Policy and Implementation Strategy
ECOWAS Policy for Gender Mainstreaming in Energy Access: Draft Policy and Implementation Strategy Regional Validation Workshop Theme: Promoting Social Inclusion for Sustainable Energy for All Sustainable
More informationHow Doctors Feel About Electronic Health Records. National Physician Poll by The Harris Poll
How Doctors Feel About Electronic Health Records National Physician Poll by The Harris Poll 1 Background, Objectives, and Methodology New research from Stanford Medicine, conducted with The Harris Poll
More informationPROPOSED WORK PROGRAMME FOR THE CLEARING-HOUSE MECHANISM IN SUPPORT OF THE STRATEGIC PLAN FOR BIODIVERSITY Note by the Executive Secretary
CBD Distr. GENERAL UNEP/CBD/COP/11/31 30 July 2012 ORIGINAL: ENGLISH CONFERENCE OF THE PARTIES TO THE CONVENTION ON BIOLOGICAL DIVERSITY Eleventh meeting Hyderabad, India, 8 19 October 2012 Item 3.2 of
More informationWorking Group on Epidemic Preparedness:
Working Group on Epidemic Preparedness: Preventing the Spread of Epidemics Using ICT September 2018 Executive Summary Working Group on Epidemic Preparedness: Preventing the Spread of Epidemics Using ICT
More informationCOMMUNICATIONS ALLIANCE LTD INDUSTRY GUIDELINE G621:2004 EIE COMPLIANCE STANDARDS
COMMUNICATIONS ALLIANCE LTD INDUSTRY GUIDELINE G621:2004 EIE COMPLIANCE STANDARDS G621:2004 EIE Compliance Standards Industry Guideline First published as ACIF G621:2004 G621:2004 was re-published in 2015
More informationWelcome to iknowhow. Evorad Aurora Evolution in Radiology
Welcome to iknowhow Evorad Aurora Evolution in Radiology ehealth Neural Network Architecture Today, the ultimate challenge in the $6B (growing double digit) Global ehealth Industry is to find a way to
More informationPLANNING FOR AN INCLUSIVE TRANSFORMATION IN SRI LANKA
PLANNING FOR AN INCLUSIVE TRANSFORMATION IN SRI LANKA Getting Institutions Ready for the SDGs Auditing Policy Coherence & Integration Auditing preparedness for the implementation of the Sustainable Development
More information