Medical Device Software Development

Størrelse: px
Starte visningen fra side:

Download "Medical Device Software Development"

Transkript

1 Medical Device Software Development

2 Outline Medical Device Regulations FDA, ISO 13485, CE Mark Design Controls Software Development Procedure Typical development phases Associated documentation

3 Medical Device Regulations Medical devices are highly regulated: FDA approval (United States) UL listing might be required by customer CE mark (Europe) MHW approval (Japan) Other national requirements

4 FDA Approval Pre-Market Approval (PMA) Path to market for new devices Generally requires clinical trials Company submits extensive documentation and data 510(K) Establish substantial equivalence to a predicate (existing) device May include clinical trials Less extensive documentation and data

5 FDA Approval Investigational Device Exemption (IDE) Can do clinical trials Also need hospital Institutional Review Board (IRB) approval Not allowed to market the device

6 CE Mark Indicates that product satisfies European safety requirements Managed by notified bodies, such as: TUV (Germany) BSI, SGS (United Kingdom)

7 CE Mark and ISO 9000 ISO 9000 Quality Standards encompass: ISO 9001: Design and Manufacturing ISO 9002: Manufacturing Only ISO 9003: Inspection and Testing Only Company with ISO 9001 can self-certify (CE Mark) its products ISO 13485:2003 Medical devices - Quality management systems - Requirements for regulatory purposes. Notified Body periodically audits Quality System

8 Design Controls Quality System component that applies to product design ISO 9001 ISO FDA QSR 21 CFR 820 (Quality System Regulations) Goal: Prevent failures due to bad design

9 Design Controls Say what you will do and then do what you say Company defines its development process Regulatory body reviews the process Company follows the process, producing supporting documentation (Quality Records) Regulatory body periodically reviews records

10 Software Development Procedure Typical phases are: Requirements Design Implementation Integration and Test Design Transfer (to production) Maintenance

11 Requirements Phase Inputs Customer Requirements document also called: User Requirements, System Requirements Definition, Concept of Operations Usually generated by marketing department

12 Requirements Phase Outputs Software (or Project) Development Plan Software Quality Assurance Plan: Defines standards to be used (e.g., coding standards, documentation standards) Defines review and audit plan Specifies configuration management plan Usually generated by Quality Assurance, with input from Engineering

13 Requirements Phase Outputs Software Requirements Specification (SRS) Should specify requirements, not design Should be unambiguous and testable Must be traceable to Customer Requirements

14 Sample SRS Outline Introduction References System Description External Interface Requirements Functional Requirements Performance Requirements Safety Requirements Design Constraints

15 Requirements Phase Outputs Preliminary Risk (or Hazard) Analysis Identifies safety requirements Various techniques can be used Failure Modes and Effects Analysis (FMEA) Failure Modes, Effects and Criticality Analysis (FMECA) Fault Tree Analysis (FTA)

16 Risk Analysis FMEA/FMECA Most common risk analysis method Analyzes the effect of component failure Bottom-up analysis Typically presented in tabular format: Failure Mode Effect on System Cause of Failure Method of Control

17 Risk Analysis - FMEA Ref.# Item/Function Failure Mode Effect on System Cause Methods of Control 9 Trajectory Control Loop Incorrect joint goals Incorrect robot motion Software error in trajectory generation Check for reasonable joint goals (e.g., within velocity limits) 10 Loss of joint Incorrect robot Failure in one or Disable power to all robot coordination 11 Servo Control Loop Ceases to execute 12 Does not finish in time motion Robot continues last commanded motion Loss of control performance more joints Computer or software failure; loss of trigger (interrupt) Unreliable interrupt source; too much computation; interference from other tasks 13 Incorrect setpoints Incorrect robot motion Incorrect joint goals, interpolation error 14 Read data in middle of Trajectory Control Loop update 15 Incorrect position feedback 16 Joint stops moving Incorrect robot motion Incorrect robot motion Failed sensor or interface hardware Failed motor or power amplifier joints External watchdog to disable motor power if not refreshed Check for loop overrun; system performance measurements; choice of operating system Check maximum tracking error Software mutual exclusion mechanism Check maximum tracking error; redundant sensors; encoder error detection Check maximum tracking error; check amplifier status

18 Risk Analysis FMEA/FMECA Risk assessment (criticality) Severity (S) seriousness of effect of failure Occurrence (O) likelihood of failure Detection (D) ability to detect failure Risk Priority Number (RPN) = (S) x (O) x (D) Assign numerical values (e.g., 1-10) for (S), (O) and (D) Prioritize risks by RPN

19 Requirements Phase Outputs Preliminary Software Validation Plan System Testing (e.g., test that requirements have been met) Design Review of all Requirements Phase Outputs Meeting minutes

20 Design Phase Software Architectural Design Architecture diagrams, data flow diagrams, etc. Software Detailed Design Software Design Specification (SDS) Traceability analysis from SDS to SRS

21 Design Phase Update Software Validation Plan Integration testing Update Risk Analysis Design Review II

22 Implementation Phase Write software according to Software Quality Assurance Plan (SQAP): Programming Guidelines Documentation Standards Update Software Validation Plan Unit or module testing Traceability analysis (SVP to SDS/SRS) Run module tests and write Test Reports

23 Integration and Test Phase Run Integration Tests and write Test Reports Run System Tests and write Test Reports Verification vs. Validation

24 Design Transfer Write relevant manufacturing procedures Software installation procedure Software duplication procedure Ensure user documentation is complete Labeling review Release software Change control procedure

25 Maintenance Phase Review and update any necessary documents (e.g., SRS, Risk Analysis, SDS) Implement changes Assess testing requirement Test changes Possible regression testing Release via Change Control Procedure

26 Conclusions Development process seems overwhelming! But: It can be customized for each company It can be improved over time It is not that bad when you get used to it It generally produces better software It is required for medical products!

Lovkrav vs. udvikling af sundhedsapps

Lovkrav vs. udvikling af sundhedsapps Lovkrav vs. udvikling af sundhedsapps Health apps give patients better control User Data Social media Pharma Products User behaviour Relatives www Self monitoring (app) data extract Healthcare specialists

Læs mere

SOFTWARE PROCESSES. Dorte, Ida, Janne, Nikolaj, Alexander og Erla

SOFTWARE PROCESSES. Dorte, Ida, Janne, Nikolaj, Alexander og Erla SOFTWARE PROCESSES Dorte, Ida, Janne, Nikolaj, Alexander og Erla Hvad er en software proces? Et struktureret sæt af AKTIVITETER, hvis mål er udvikling af software. En software proces model er en abstrakt

Læs mere

PEMS RDE Workshop. AVL M.O.V.E Integrative Mobile Vehicle Evaluation

PEMS RDE Workshop. AVL M.O.V.E Integrative Mobile Vehicle Evaluation PEMS RDE Workshop AVL M.O.V.E Integrative Mobile Vehicle Evaluation NEW - M.O.V.E Mobile Testing Platform Key Requirements for Measuring Systems Robustness Shock / vibrations Change of environment Compact

Læs mere

Project Step 7. Behavioral modeling of a dual ported register set. 1/8/ L11 Project Step 5 Copyright Joanne DeGroat, ECE, OSU 1

Project Step 7. Behavioral modeling of a dual ported register set. 1/8/ L11 Project Step 5 Copyright Joanne DeGroat, ECE, OSU 1 Project Step 7 Behavioral modeling of a dual ported register set. Copyright 2006 - Joanne DeGroat, ECE, OSU 1 The register set Register set specifications 16 dual ported registers each with 16- bit words

Læs mere

DIS ISO Status Maj 2017

DIS ISO Status Maj 2017 DIS ISO 17025 Status Maj 2017 1 Plan for udvikling/revision af ISO 17025 WD June 2015 CD1 August 2015 CD2 February 2016 DIS November 2016 (December 2016) FDIS draft July 2017 FDIS/Publication Autumn 2017

Læs mere

extreme Programming Kunders og udvikleres menneskerettigheder

extreme Programming Kunders og udvikleres menneskerettigheder extreme Programming Software Engineering 13 1 Kunders og udvikleres menneskerettigheder Kunder: At sætte mål og få projektet til at følge dem At kende varighed og pris At bestemme softwarefunktionalitet

Læs mere

Basic statistics for experimental medical researchers

Basic statistics for experimental medical researchers Basic statistics for experimental medical researchers Sample size calculations September 15th 2016 Christian Pipper Department of public health (IFSV) Faculty of Health and Medicinal Science (SUND) E-mail:

Læs mere

Fra udfordringer til muligheder. Overvejelser og krav ved udvikling af sundhedsteknologi

Fra udfordringer til muligheder. Overvejelser og krav ved udvikling af sundhedsteknologi Fra udfordringer til muligheder Overvejelser og krav ved udvikling af sundhedsteknologi Den effektive vej til markedet - i en firkantet verden Ideen Er idéen god? Er det en genial løsning, ydelse eller

Læs mere

Constant Terminal Voltage. Industry Workshop 1 st November 2013

Constant Terminal Voltage. Industry Workshop 1 st November 2013 Constant Terminal Voltage Industry Workshop 1 st November 2013 Covering; Reactive Power & Voltage Requirements for Synchronous Generators and how the requirements are delivered Other countries - A different

Læs mere

MSE PRESENTATION 2. Presented by Srunokshi.Kaniyur.Prema. Neelakantan Major Professor Dr. Torben Amtoft

MSE PRESENTATION 2. Presented by Srunokshi.Kaniyur.Prema. Neelakantan Major Professor Dr. Torben Amtoft CAPABILITY CONTROL LIST MSE PRESENTATION 2 Presented by Srunokshi.Kaniyur.Prema. Neelakantan Major Professor Dr. Torben Amtoft PRESENTATION OUTLINE Action items from phase 1 presentation tti Architecture

Læs mere

Black Jack --- Review. Spring 2012

Black Jack --- Review. Spring 2012 Black Jack --- Review Spring 2012 Simulation Simulation can solve real-world problems by modeling realworld processes to provide otherwise unobtainable information. Computer simulation is used to predict

Læs mere

United Nations Secretariat Procurement Division

United Nations Secretariat Procurement Division United Nations Secretariat Procurement Division Vendor Registration Overview Higher Standards, Better Solutions The United Nations Global Marketplace (UNGM) Why Register? On-line registration Free of charge

Læs mere

IBM Network Station Manager. esuite 1.5 / NSM Integration. IBM Network Computer Division. tdc - 02/08/99 lotusnsm.prz Page 1

IBM Network Station Manager. esuite 1.5 / NSM Integration. IBM Network Computer Division. tdc - 02/08/99 lotusnsm.prz Page 1 IBM Network Station Manager esuite 1.5 / NSM Integration IBM Network Computer Division tdc - 02/08/99 lotusnsm.prz Page 1 New esuite Settings in NSM The Lotus esuite Workplace administration option is

Læs mere

Finn Gilling The Human Decision/ Gilling September Insights Danmark 2012 Hotel Scandic Aarhus City

Finn Gilling The Human Decision/ Gilling September Insights Danmark 2012 Hotel Scandic Aarhus City Finn Gilling The Human Decision/ Gilling 12. 13. September Insights Danmark 2012 Hotel Scandic Aarhus City At beslutte (To decide) fra latin: de`caedere, at skære fra (To cut off) Gilling er fokuseret

Læs mere

Resource types R 1 1, R 2 2,..., R m CPU cycles, memory space, files, I/O devices Each resource type R i has W i instances.

Resource types R 1 1, R 2 2,..., R m CPU cycles, memory space, files, I/O devices Each resource type R i has W i instances. System Model Resource types R 1 1, R 2 2,..., R m CPU cycles, memory space, files, I/O devices Each resource type R i has W i instances. Each process utilizes a resource as follows: request use e.g., request

Læs mere

The RESNET Rating Quality Assurance Monitoring Challenge

The RESNET Rating Quality Assurance Monitoring Challenge The RESNET Rating Quality Assurance Monitoring Challenge A Rating Industry Roundtable Presented by Ben Adams, MaGrann Associates Steve Baden, RESNET Daran Wastchak, D.R. Wastchak, LLC February 16, 2009

Læs mere

Generalized Probit Model in Design of Dose Finding Experiments. Yuehui Wu Valerii V. Fedorov RSU, GlaxoSmithKline, US

Generalized Probit Model in Design of Dose Finding Experiments. Yuehui Wu Valerii V. Fedorov RSU, GlaxoSmithKline, US Generalized Probit Model in Design of Dose Finding Experiments Yuehui Wu Valerii V. Fedorov RSU, GlaxoSmithKline, US Outline Motivation Generalized probit model Utility function Locally optimal designs

Læs mere

DSB s egen rejse med ny DSB App. Rubathas Thirumathyam Principal Architect Mobile

DSB s egen rejse med ny DSB App. Rubathas Thirumathyam Principal Architect Mobile DSB s egen rejse med ny DSB App Rubathas Thirumathyam Principal Architect Mobile Marts 2018 AGENDA 1. Ny App? Ny Silo? 2. Kunden => Kunderne i centrum 1 Ny app? Ny silo? 3 Mødetitel Velkommen til Danske

Læs mere

Vores mange brugere på musskema.dk er rigtig gode til at komme med kvalificerede ønsker og behov.

Vores mange brugere på musskema.dk er rigtig gode til at komme med kvalificerede ønsker og behov. På dansk/in Danish: Aarhus d. 10. januar 2013/ the 10 th of January 2013 Kære alle Chefer i MUS-regi! Vores mange brugere på musskema.dk er rigtig gode til at komme med kvalificerede ønsker og behov. Og

Læs mere

GNSS/INS Product Design Cycle. Taking into account MEMS-based IMU sensors

GNSS/INS Product Design Cycle. Taking into account MEMS-based IMU sensors GNSS/INS Product Design Cycle Taking into account MEMS-based IMU sensors L. Vander Kuylen 15 th th December 2005 Content Product Definition Product Development Hardware Firmware Measurement Campaign in

Læs mere

PMDK PC-Side Basic Function Reference (Version 1.0)

PMDK PC-Side Basic Function Reference (Version 1.0) PMDK PC-Side Basic Function Reference (Version 1.0) http://www.icpdas.com PMDK PC-Side Basic Function Reference V 1.0 1 Warranty All products manufactured by ICPDAS Inc. are warranted against defective

Læs mere

MS-H280-Pro Magnetic Stirrer

MS-H280-Pro Magnetic Stirrer MS-H280-Pro Magnetic Stirrer www..com Copyright: No part of this manual may be reproduced or transmitted without prior written permission of. VERSION201407 CONTENTS Chapter 1: Working Principle... 3 1

Læs mere

Shooting tethered med Canon EOS-D i Capture One Pro. Shooting tethered i Capture One Pro 6.4 & 7.0 på MAC OS-X 10.7.5 & 10.8

Shooting tethered med Canon EOS-D i Capture One Pro. Shooting tethered i Capture One Pro 6.4 & 7.0 på MAC OS-X 10.7.5 & 10.8 Shooting tethered med Canon EOS-D i Capture One Pro Shooting tethered i Capture One Pro 6.4 & 7.0 på MAC OS-X 10.7.5 & 10.8 For Canon EOS-D ejere der fotograferer Shooting tethered med EOS-Utility eller

Læs mere

Portal Registration. Check Junk Mail for activation . 1 Click the hyperlink to take you back to the portal to confirm your registration

Portal Registration. Check Junk Mail for activation  . 1 Click the hyperlink to take you back to the portal to confirm your registration Portal Registration Step 1 Provide the necessary information to create your user. Note: First Name, Last Name and Email have to match exactly to your profile in the Membership system. Step 2 Click on the

Læs mere

Design by Contract Bertrand Meyer Design and Programming by Contract. Oversigt. Prædikater

Design by Contract Bertrand Meyer Design and Programming by Contract. Oversigt. Prædikater Design by Contract Bertrand Meyer 1986 Design and Programming by Contract Michael R. Hansen & Anne Haxthausen mrh@imm.dtu.dk Informatics and Mathematical Modelling Technical University of Denmark Design

Læs mere

Bilag 8. TDC technical requirements for approval of splitterfilters and inline filters intended for shared access (ADSL or VDSL over POTS).

Bilag 8. TDC technical requirements for approval of splitterfilters and inline filters intended for shared access (ADSL or VDSL over POTS). Bilag 8. TDC technical requirements for approval of splitters and inline s intended for shared access (ADSL or VDSL over POTS). Dette bilag udgør bilag 8 til det mellem parterne tiltrådte Produkttillæg

Læs mere

Projektledelse i praksis

Projektledelse i praksis Projektledelse i praksis - Hvordan skaber man (grundlaget) for gode beslutninger? Martin Malis Business Consulting, NNIT mtmi@nnit.com 20. maj, 2010 Agenda Project Governance Portfolio Management Project

Læs mere

Molio specifications, development and challenges. ICIS DA 2019 Portland, Kim Streuli, Molio,

Molio specifications, development and challenges. ICIS DA 2019 Portland, Kim Streuli, Molio, Molio specifications, development and challenges ICIS DA 2019 Portland, Kim Streuli, Molio, 2019-06-04 Introduction The current structure is challenged by different factors. These are for example : Complex

Læs mere

Maskindirektivet og Remote Access. Arbejdstilsynet Dau konference 2015 Arbejdsmiljøfagligt Center Erik Lund Lauridsen

Maskindirektivet og Remote Access. Arbejdstilsynet Dau konference 2015 Arbejdsmiljøfagligt Center Erik Lund Lauridsen Maskindirektivet og Remote Access Arbejdstilsynet Dau konference 2015 Arbejdsmiljøfagligt Center Erik Lund Lauridsen ell@at.dk Marts 2015 1 MD - Personsikkerhed og Remoten Hvad er spillepladen for personsikkerhed

Læs mere

Privat-, statslig- eller regional institution m.v. Andet Added Bekaempelsesudfoerende: string No Label: Bekæmpelsesudførende

Privat-, statslig- eller regional institution m.v. Andet Added Bekaempelsesudfoerende: string No Label: Bekæmpelsesudførende Changes for Rottedatabasen Web Service The coming version of Rottedatabasen Web Service will have several changes some of them breaking for the exposed methods. These changes and the business logic behind

Læs mere

Sesam seminar nr. 106. Sesam seminar nr. 106 - Opbygning af standard bibliotek til PLC / SCADA / MES

Sesam seminar nr. 106. Sesam seminar nr. 106 - Opbygning af standard bibliotek til PLC / SCADA / MES Sesam seminar nr. 106 Opbygning af standard software bibliotek til PLC / SCADA / MES Fokus områder: Fundament & omfang af software bibliotek Overvejelser i forbindelse med etablering af bibliotek Vedligeholdelse

Læs mere

Den nye Eurocode EC Geotenikerdagen Morten S. Rasmussen

Den nye Eurocode EC Geotenikerdagen Morten S. Rasmussen Den nye Eurocode EC1997-1 Geotenikerdagen Morten S. Rasmussen UDFORDRINGER VED EC 1997-1 HVAD SKAL VI RUNDE - OPBYGNINGEN AF DE NYE EUROCODES - DE STØRSTE UDFORDRINGER - ER DER NOGET POSITIVT? 2 OPBYGNING

Læs mere

Applications. Computational Linguistics: Jordan Boyd-Graber University of Maryland RL FOR MACHINE TRANSLATION. Slides adapted from Phillip Koehn

Applications. Computational Linguistics: Jordan Boyd-Graber University of Maryland RL FOR MACHINE TRANSLATION. Slides adapted from Phillip Koehn Applications Slides adapted from Phillip Koehn Computational Linguistics: Jordan Boyd-Graber University of Maryland RL FOR MACHINE TRANSLATION Computational Linguistics: Jordan Boyd-Graber UMD Applications

Læs mere

Small Autonomous Devices in civil Engineering. Uses and requirements. By Peter H. Møller Rambøll

Small Autonomous Devices in civil Engineering. Uses and requirements. By Peter H. Møller Rambøll Small Autonomous Devices in civil Engineering Uses and requirements By Peter H. Møller Rambøll BACKGROUND My Background 20+ years within evaluation of condition and renovation of concrete structures Last

Læs mere

Director Onboarding Værktøj til at sikre at nye bestyrelsesmedlemmer hurtigt får indsigt og kommer up to speed

Director Onboarding Værktøj til at sikre at nye bestyrelsesmedlemmer hurtigt får indsigt og kommer up to speed Director Onboarding Værktøj til at sikre at nye bestyrelsesmedlemmer hurtigt får indsigt og kommer up to speed 12. november 2014 Indhold Onboarding/Induction Nomineringsudvalg/vederlagsudvalg Page 2 Onboarding/Induction

Læs mere

ESG reporting meeting investors needs

ESG reporting meeting investors needs ESG reporting meeting investors needs Carina Ohm Nordic Head of Climate Change and Sustainability Services, EY DIRF dagen, 24 September 2019 Investors have growing focus on ESG EY Investor Survey 2018

Læs mere

Clear aim to ensure safety of all people involved in optical links project Scope

Clear aim to ensure safety of all people involved in optical links project Scope Laser Safety Outline Clear aim to ensure safety of all people involved in optical links project Scope Hazard classification of CMS Tracker readout link system Requirements Note: Safety requirements here

Læs mere

Quality indicators for clinical pharmacy services

Quality indicators for clinical pharmacy services Quality indicators for clinical pharmacy services Head of Quality and Improvement, Nordsjælland Hospital Dorthe Vilstrup Tomsen Assuring quality in clinical pharmacy services Following international, national

Læs mere

TM4 Central Station. User Manual / brugervejledning K2070-EU. Tel Fax

TM4 Central Station. User Manual / brugervejledning K2070-EU. Tel Fax TM4 Central Station User Manual / brugervejledning K2070-EU STT Condigi A/S Niels Bohrs Vej 42, Stilling 8660 Skanderborg Denmark Tel. +45 87 93 50 00 Fax. +45 87 93 50 10 info@sttcondigi.com www.sttcondigi.com

Læs mere

International Workshop on Language Proficiency Implementation

International Workshop on Language Proficiency Implementation International Workshop on Language Proficiency Implementation Langen, Germany 6-7 September, 2007 By Captain Rick Valdes IFALPA representative to ICAO s PRICE SG PRESENTATION OUTLINE IFALPA S policy on

Læs mere

Valg af Automationsplatform

Valg af Automationsplatform Valg af Automationsplatform Factory or Machine? Different Product Segments APROL for Process Control and Factory Automation Automation Studio for Machine Automation Factory Automation Factory automation

Læs mere

PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU

PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU PARALLELIZATION OF ATTILA SIMULATOR WITH OPENMP MIGUEL ÁNGEL MARTÍNEZ DEL AMOR MINIPROJECT OF TDT24 NTNU OUTLINE INEFFICIENCY OF ATTILA WAYS TO PARALLELIZE LOW COMPATIBILITY IN THE COMPILATION A SOLUTION

Læs mere

Vina Nguyen HSSP July 13, 2008

Vina Nguyen HSSP July 13, 2008 Vina Nguyen HSSP July 13, 2008 1 What does it mean if sets A, B, C are a partition of set D? 2 How do you calculate P(A B) using the formula for conditional probability? 3 What is the difference between

Læs mere

Sikkerhed & Revision 2013

Sikkerhed & Revision 2013 Sikkerhed & Revision 2013 Samarbejde mellem intern revisor og ekstern revisor - og ISA 610 v/ Dorthe Tolborg Regional Chief Auditor, Codan Group og formand for IIA DK RSA REPRESENTATION WORLD WIDE 300

Læs mere

X M Y. What is mediation? Mediation analysis an introduction. Definition

X M Y. What is mediation? Mediation analysis an introduction. Definition What is mediation? an introduction Ulla Hvidtfeldt Section of Social Medicine - Investigate underlying mechanisms of an association Opening the black box - Strengthen/support the main effect hypothesis

Læs mere

Indendørsluft Del 18: Påvisning og antalsbestemmelse af skimmelsvampe Prøvetagning ved impaktion

Indendørsluft Del 18: Påvisning og antalsbestemmelse af skimmelsvampe Prøvetagning ved impaktion Dansk standard Rettelsesblad DS/ISO 16000-18/Cor. 1 1. udgave 2012-01-18 Indendørsluft Del 18: Påvisning og antalsbestemmelse af skimmelsvampe Prøvetagning ved impaktion Indoor air Part 18: Detection and

Læs mere

UNISONIC TECHNOLOGIES CO.,

UNISONIC TECHNOLOGIES CO., UNISONIC TECHNOLOGIES CO., 3 TERMINAL 1A NEGATIVE VOLTAGE REGULATOR DESCRIPTION 1 TO-263 The UTC series of three-terminal negative regulators are available in TO-263 package and with several fixed output

Læs mere

Integrity R1.2-softwareopgraderingskit til Integrity R1.1. Produkt: Integrity R1.1. Dato: 21. november 2013 FCO:

Integrity R1.2-softwareopgraderingskit til Integrity R1.1. Produkt: Integrity R1.1. Dato: 21. november 2013 FCO: Integrity R1.2-softwareopgraderingskit til Integrity R1.1 Produkt: Integrity R1.1 Dato: 21. november 2013 FCO: 200 01 502 035 Vi leverer oplysningerne i denne meddelelse for at underrette dig om et vigtigt

Læs mere

Vandeffektive mejerier. Projekter mellem Arla Foods og Ecolab

Vandeffektive mejerier. Projekter mellem Arla Foods og Ecolab 1 Vandeffektive mejerier Projekter mellem Arla Foods og Ecolab Optimisation of TCO (Total Cost of Operations) 2 3 TCO Project Model TASK FORCE ANALYSIS OPTIMIZATION VALIDATION Prioritization of projects

Læs mere

QUICK START Updated:

QUICK START Updated: QUICK START Updated: 24.08.2018 For at komme hurtigt og godt igang med dine nye Webstech produkter, anbefales at du downloader den senest opdaterede QuickStart fra vores hjemmeside: In order to get started

Læs mere

Ekstraordinær Generalforsamling Vilvorde Kursuscenter 27. maj 2009

Ekstraordinær Generalforsamling Vilvorde Kursuscenter 27. maj 2009 Ekstraordinær Generalforsamling Vilvorde Kursuscenter 27. maj 2009 1 Safe Harbour Statement This presentation may contain forward-looking statements, including statements about our expectations of the

Læs mere

CS 4390/5387 SOFTWARE V&V LECTURE 8 SYSTEM TESTING. Performed after the software has been assembled. But must be planned before

CS 4390/5387 SOFTWARE V&V LECTURE 8 SYSTEM TESTING. Performed after the software has been assembled. But must be planned before 1 CS 4390/5387 SOFTWARE V&V LECTURE 8 SYSTEM TESTING System Testing 2 Performed after the software has been assembled. But must be planned before Test of entire system, as customer would see it. 1 System

Læs mere

Evalueringsformer i HCI Design & evaluering Design og evaluering integrerede aktiviteter (studér kundernes arbejde - designe - evaluér - iterér)

Evalueringsformer i HCI Design & evaluering Design og evaluering integrerede aktiviteter (studér kundernes arbejde - designe - evaluér - iterér) Evalueringsformer i HCI Design & evaluering Design og evaluering integrerede aktiviteter (studér kundernes arbejde - designe - evaluér - iterér) Teknikker til design omfatter: Opgave/arbejdsanalyser Brugerinddragelse,

Læs mere

Mission and Vision. ISPE Nordic PAT COP Marts Jesper Wagner, AN GROUP A/S, Mejeribakken 8, 3540 Lynge, Denmark

Mission and Vision. ISPE Nordic PAT COP Marts Jesper Wagner, AN GROUP A/S, Mejeribakken 8, 3540 Lynge, Denmark Mission and Vision ISPE Nordic PAT COP Marts 2007 Mission Statement To provide a professional technical group to support all levels of competence of Process Analytical Technology within the Scandinavian

Læs mere

Identifying Gender BILL EVANS SEDOR WENDLANDT EVANS & FILIPPI LLC NOVEMBER 11, 2016

Identifying Gender BILL EVANS SEDOR WENDLANDT EVANS & FILIPPI LLC NOVEMBER 11, 2016 BILL EVANS SEDOR WENDLANDT EVANS & FILIPPI LLC NOVEMBER 11, 2016 Definitions According to a May 13, 2016 joint release by the U.S. DOE and U.S. DOJ: Gender Identity: Refers to an individual s internal

Læs mere

En god Facebook historie Uddannelser og valgfag målrettet datacenterindustrien!?

En god Facebook historie Uddannelser og valgfag målrettet datacenterindustrien!? En god Facebook historie Uddannelser og valgfag målrettet datacenterindustrien!? DDI møde 18.09.2019 - UCL, Odense. V/ Projektleder og lektor Lars Bojen, IT & Tech uddannelserne, lcbn@ucl.dk Agenda 1.

Læs mere

Teknologispredning i sundhedsvæsenet DK ITEK: Sundhedsteknologi som grundlag for samarbejde og forretningsudvikling

Teknologispredning i sundhedsvæsenet DK ITEK: Sundhedsteknologi som grundlag for samarbejde og forretningsudvikling Teknologispredning i sundhedsvæsenet DK ITEK: Sundhedsteknologi som grundlag for samarbejde og forretningsudvikling 6.5.2009 Jacob Schaumburg-Müller jacobs@microsoft.com Direktør, politik og strategi Microsoft

Læs mere

Melbourne Mercer Global Pension Index

Melbourne Mercer Global Pension Index 15 October 2009 Melbourne Global Pension Index Dr David Knox www.mercer.com.au The Genesis Victorian Government wants to highlight the significant role that Melbourne plays in the pension and funds management

Læs mere

Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Architecture Framework (TOGAF)

Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Architecture Framework (TOGAF) Byg din informationsarkitektur ud fra en velafprøvet forståelsesramme The Open Group Framework (TOGAF) Otto Madsen Director of Enterprise Agenda TOGAF og informationsarkitektur på 30 min 1. Introduktion

Læs mere

ATEX direktivet. Vedligeholdelse af ATEX certifikater mv. Steen Christensen stec@teknologisk.dk www.atexdirektivet.

ATEX direktivet. Vedligeholdelse af ATEX certifikater mv. Steen Christensen stec@teknologisk.dk www.atexdirektivet. ATEX direktivet Vedligeholdelse af ATEX certifikater mv. Steen Christensen stec@teknologisk.dk www.atexdirektivet.dk tlf: 7220 2693 Vedligeholdelse af Certifikater / tekniske dossier / overensstemmelseserklæringen.

Læs mere

Design til digitale kommunikationsplatforme-f2013

Design til digitale kommunikationsplatforme-f2013 E-travellbook Design til digitale kommunikationsplatforme-f2013 ITU 22.05.2013 Dreamers Lana Grunwald - svetlana.grunwald@gmail.com Iya Murash-Millo - iyam@itu.dk Hiwa Mansurbeg - hiwm@itu.dk Jørgen K.

Læs mere

Particle-based T-Spline Level Set Evolution for 3D Object Reconstruction with Range and Volume Constraints

Particle-based T-Spline Level Set Evolution for 3D Object Reconstruction with Range and Volume Constraints Particle-based T-Spline Level Set for 3D Object Reconstruction with Range and Volume Constraints Robert Feichtinger (joint work with Huaiping Yang, Bert Jüttler) Institute of Applied Geometry, JKU Linz

Læs mere

Learnings from the implementation of Epic

Learnings from the implementation of Epic Learnings from the implementation of Epic Appendix Picture from Region H (2016) A thesis report by: Oliver Metcalf-Rinaldo, oliv@itu.dk Stephan Mosko Jensen, smos@itu.dk Appendix - Table of content Appendix

Læs mere

HIV and Drug Prevention in Estonian Prisons

HIV and Drug Prevention in Estonian Prisons HIV and Drug Prevention in Estonian Prisons Maret Miljan The Division of Social Rehabilitation The Estonian Ministry of Justice Prisons in Estonia (3676 prisoners): Tallinn Prison ( 571 convicted male

Læs mere

QUICK START Updated: 18. Febr. 2014

QUICK START Updated: 18. Febr. 2014 QUICK START Updated: 18. Febr. 2014 For at komme hurtigt og godt igang med dine nye Webstech produkter, anbefales at du downloader den senest opdaterede QuickStart fra vores hjemmeside: In order to get

Læs mere

Design by Contract. Design and Programming by Contract. Oversigt. Prædikater

Design by Contract. Design and Programming by Contract. Oversigt. Prædikater Design by Contract Design and Programming by Contract Anne Haxthausen ah@imm.dtu.dk Informatics and Mathematical Modelling Technical University of Denmark Design by Contract er en teknik til at specificere

Læs mere

Central Statistical Agency.

Central Statistical Agency. Central Statistical Agency www.csa.gov.et 1 Outline Introduction Characteristics of Construction Aim of the Survey Methodology Result Conclusion 2 Introduction Meaning of Construction Construction may

Læs mere

Online kursus: Certified Information Security Manager (CISM)

Online kursus: Certified Information Security Manager (CISM) Online kursus 365 dage DKK 5.999 Nr. 72845 P ekskl. moms Online kursus: Certified Information Security Manager (CISM) Dette kursus ser på rollen af informationssikkerhed og styring i en organisation. På

Læs mere

Indlæg om Asset Management Lektor Lars Jenry Petersen Videncenter for Drift og Vedligehold

Indlæg om Asset Management Lektor Lars Jenry Petersen Videncenter for Drift og Vedligehold Indlæg om Asset Management Videncenter for Drift og Vedligehold Lidt historie.. Certificeringer tog fart i 1980 1990`erne Miljø Sikkerhed Risikovurderinger Jura lovgivning Det er blevet komplekst og tungt

Læs mere

Hvornår skal digitale løsninger CE-mærkes som medicinsk udstyr? v/ Kristoffer Madsen, specialist i Delta part of FORCE Technology

Hvornår skal digitale løsninger CE-mærkes som medicinsk udstyr? v/ Kristoffer Madsen, specialist i Delta part of FORCE Technology Hvornår skal digitale løsninger CE-mærkes som medicinsk udstyr? v/ Kristoffer Madsen, specialist i Delta part of FORCE Technology COUNCIL DIRECTIVE 93/42/EEC of 14 June 1993 concerning medical devices

Læs mere

Unitel EDI MT940 June 2010. Based on: SWIFT Standards - Category 9 MT940 Customer Statement Message (January 2004)

Unitel EDI MT940 June 2010. Based on: SWIFT Standards - Category 9 MT940 Customer Statement Message (January 2004) Unitel EDI MT940 June 2010 Based on: SWIFT Standards - Category 9 MT940 Customer Statement Message (January 2004) Contents 1. Introduction...3 2. General...3 3. Description of the MT940 message...3 3.1.

Læs mere

Bilag 1 GPS dataudskrifter fra Stena Carisma ved passage af målefelt

Bilag 1 GPS dataudskrifter fra Stena Carisma ved passage af målefelt Bilag 1 GPS dataudskrifter fra Stena Carisma ved passage af målefelt Passage 1 Passage 2 Passage 3 Passage 4 Passage 5 27 Bilag 2 Engelsk beskrivelse af S4-måleren InterOcean S4 Current Meter The S4 Electromagnetic

Læs mere

On the complexity of drawing trees nicely: corrigendum

On the complexity of drawing trees nicely: corrigendum Acta Informatica 40, 603 607 (2004) Digital Object Identifier (DOI) 10.1007/s00236-004-0138-y On the complexity of drawing trees nicely: corrigendum Thorsten Akkerman, Christoph Buchheim, Michael Jünger,

Læs mere

User Manual for LTC IGNOU

User Manual for LTC IGNOU User Manual for LTC IGNOU 1 LTC (Leave Travel Concession) Navigation: Portal Launch HCM Application Self Service LTC Self Service 1. LTC Advance/Intimation Navigation: Launch HCM Application Self Service

Læs mere

Terese B. Thomsen 1.semester Formidling, projektarbejde og webdesign ITU DMD d. 02/11-2012

Terese B. Thomsen 1.semester Formidling, projektarbejde og webdesign ITU DMD d. 02/11-2012 Server side Programming Wedesign Forelæsning #8 Recap PHP 1. Development Concept Design Coding Testing 2. Social Media Sharing, Images, Videos, Location etc Integrates with your websites 3. Widgets extend

Læs mere

Please report absence, also if you don t plan to participate in dinner to Birgit Møller Jensen Telephone: /

Please report absence, also if you don t plan to participate in dinner to Birgit Møller Jensen   Telephone: / Annex 01.01 Board Meeting - Draft Agenda Wednesday, 24 th April 2013 at 15.00-20.00 in the Meetery, AADK, Fælledvej 12, 2200 Copenhagen N Agenda Status Time (proposed) Annex Comments 1. Welcome and approval

Læs mere

Statistik for MPH: 7

Statistik for MPH: 7 Statistik for MPH: 7 3. november 2011 www.biostat.ku.dk/~pka/mph11 Attributable risk, bestemmelse af stikprøvestørrelse (Silva: 333-365, 381-383) Per Kragh Andersen 1 Fra den 6. uges statistikundervisning:

Læs mere

Øvelse Slides må ikke deles uden godkendelse fra Anne Holmbæck

Øvelse Slides må ikke deles uden godkendelse fra Anne Holmbæck Øvelse Design af governancemodel Hvem giver øverste mandat og den man eskalerer til i yderste konsekvens Hvem giver mandat og prioriterer indenfor mandat Hvem er udførende og skal følge principper og metoder

Læs mere

Linear Programming ١ C H A P T E R 2

Linear Programming ١ C H A P T E R 2 Linear Programming ١ C H A P T E R 2 Problem Formulation Problem formulation or modeling is the process of translating a verbal statement of a problem into a mathematical statement. The Guidelines of formulation

Læs mere

Appendix 1: Interview guide Maria og Kristian Lundgaard-Karlshøj, Ausumgaard

Appendix 1: Interview guide Maria og Kristian Lundgaard-Karlshøj, Ausumgaard Appendix 1: Interview guide Maria og Kristian Lundgaard-Karlshøj, Ausumgaard Fortæl om Ausumgaard s historie Der er hele tiden snak om værdier, men hvad er det for nogle værdier? uddyb forklar definer

Læs mere

Øg sporbarhed og produktivitet gennem integration

Øg sporbarhed og produktivitet gennem integration Øg sporbarhed og produktivitet gennem integration Hvem er jeg? De næste 40 minu4er DevOps hos TestHuset En normal case - Problemstillinger - Hvordan vi arbejder med kunden - Løsning Q&A DevOps DevOps is

Læs mere

Automatisk Branddetekterings- og Alarm-system Automatic Fire Detection and Alarm System

Automatisk Branddetekterings- og Alarm-system Automatic Fire Detection and Alarm System CERTIFICATE Panasonic Fire & Security Europe AB Jungmansgatan 12 SE 211 19 Malmö Sweden Certifikat nr. Certificate no. 232.258 har på baggrund af vurderede systemegenskaber baseret på systemprøvningsrapport(er)

Læs mere

Mustafa Saglam SAP Integration & Certification Center

Mustafa Saglam SAP Integration & Certification Center SAP Enterprise Portal Business Package Certification Mustafa Saglam SAP Integration & Certification Center EP-BP 6.0 Certification Agenda Introduction to EP-BP 6.0 Certification Criteria Implementation

Læs mere

CAPA og Root Cause Analysis

CAPA og Root Cause Analysis CAPA og Root Cause Analysis Sanne Buhl, Senior Clinical Quality Manager, ALK 1 CCAPA/CAPA/CPA Plan CCAPA: Correction, Corrective Action and Preventive Action Correction: Handling til rettelse af et identificeret

Læs mere

Implementing SNOMED CT in a Danish region. Making sharable and comparable nursing documentation

Implementing SNOMED CT in a Danish region. Making sharable and comparable nursing documentation Implementing SNOMED CT in a Danish region Making sharable and comparable nursing documentation INTRODUCTION Co-operation pilot project between: The Region of Zealand Their EHR vendor - CSC Scandihealth

Læs mere

WIO200A INSTALLATIONS MANUAL Rev Dato:

WIO200A INSTALLATIONS MANUAL Rev Dato: WIO200A INSTALLATIONS MANUAL 111686-903 Rev. 1.01 Dato: 10.01.2013 Side 1 af 14 Contents Contents... 2 Introduction... 3 Pin assignment of the terminal box connector for customer... 4 Pin assignment of

Læs mere

Dokumentation af produktionsudstyr til fødevarer

Dokumentation af produktionsudstyr til fødevarer Dokumentation af produktionsudstyr til fødevarer Fødevarekontaktmaterialer (og maskinsikkerhed) IDA 21. marts 2017 Chefkonsulent Jens Sinding Dokumentation i forhold til hvad? Relevante materialer med

Læs mere

Measuring the Impact of Bicycle Marketing Messages. Thomas Krag Mobility Advice Trafikdage i Aalborg, 27.08.2013

Measuring the Impact of Bicycle Marketing Messages. Thomas Krag Mobility Advice Trafikdage i Aalborg, 27.08.2013 Measuring the Impact of Bicycle Marketing Messages Thomas Krag Mobility Advice Trafikdage i Aalborg, 27.08.2013 The challenge Compare The pilot pictures The choice The survey technique Only one picture

Læs mere

DET KONGELIGE BIBLIOTEK NATIONALBIBLIOTEK OG KØBENHAVNS UNIVERSITETS- BIBLIOTEK. Index

DET KONGELIGE BIBLIOTEK NATIONALBIBLIOTEK OG KØBENHAVNS UNIVERSITETS- BIBLIOTEK. Index DET KONGELIGE Index Download driver... 2 Find the Windows 7 version.... 2 Download the Windows Vista driver.... 4 Extract driver... 5 Windows Vista installation of a printer.... 7 Side 1 af 12 DET KONGELIGE

Læs mere

Software Engineering: The Product

Software Engineering: The Product Software Engineering: The Product Software Engineering 1 1 What is Software? Software is a set of items or objects that form a configuration that includes programs documents data... 2 Wear vs. Deterioration

Læs mere

ME6212. High Speed LDO Regulators, High PSRR, Low noise, ME6212 Series. General Description. Typical Application. Package

ME6212. High Speed LDO Regulators, High PSRR, Low noise, ME6212 Series. General Description. Typical Application. Package High Speed LDO Regulators, High PSRR, Low noise, Series General Description The series are highly accurate, low noise, CMOS LDO Voltage Regulators. Offering low output noise, high ripple rejection ratio,

Læs mere

Brüel & Kjær cooperation with Turbomeca - France

Brüel & Kjær cooperation with Turbomeca - France Brüel & Kjær cooperation with Turbomeca - France www.bksv.com Brüel & Kjær Sound & Vibration Measurement A/S. Copyright Brüel & Kjær. All Rights Reserved. Turbomeca Turbine manufacturer - France 6,360

Læs mere

Resultmaker Online Consultant

Resultmaker Online Consultant Resultmaker Online Consultant Presentation for PhD seminar 2008-04-02 Copyright 2007. All rights reserved. Resultmaker A/S Presentation Overview Resultmaker profile references research activities The Online

Læs mere

Application form for access to data and biological samples Ref. no

Application form for access to data and biological samples Ref. no Application form for access to data and biological samples Ref. 2016-02 Project title: Applicant: Other partners taking part in the project Names and work addresses: "Skilsmisse og selvvurderet mentalt

Læs mere

Basic Design Flow. Logic Design Logic synthesis Logic optimization Technology mapping Physical design. Floorplanning Placement Fabrication

Basic Design Flow. Logic Design Logic synthesis Logic optimization Technology mapping Physical design. Floorplanning Placement Fabrication Basic Design Flow System design System/Architectural Design Instruction set for processor Hardware/software partition Memory, cache Logic design Logic Design Logic synthesis Logic optimization Technology

Læs mere

Notifikation om markedsføring i Danmark af alternative inve- steringsfonde etableret i et EU/EØS land af en forvalter etable- ret i Danmark

Notifikation om markedsføring i Danmark af alternative inve- steringsfonde etableret i et EU/EØS land af en forvalter etable- ret i Danmark Notifikation om markedsføring i Danmark af alternative inve- steringsfonde etableret i et EU/EØS land af en forvalter etable- ret i Danmark Notifikationsbrev Det følger af Lov om forvaltere af alternative

Læs mere

Measurement Strategies in the CMMI

Measurement Strategies in the CMMI Measurement Strategies in the CMMI CMMI Technology Conference & User Group 12-15 November 2007 Rick Hefner, Ph.D. Director, Process Management Northrop Grumman Corporation rick.hefner@ngc.com Background

Læs mere

Maneurop reciprocating compressors

Maneurop reciprocating compressors MAKING MODERN LIVING POSSIBLE Maneurop reciprocating compressors MT - MTZ - LTZ - NTZ - 60 z R404A - R507A - R407C - R134a - R22 QUICK REFERENCE PRODUCT RANGE Nominal voltage M-BP Applications LBP Applications

Læs mere

YDEEVNEDEKLARATION. Nr DA

YDEEVNEDEKLARATION. Nr DA YDEEVNEDEKLARATION Nr. 0088 DA 1. Varetypens unikke identifikationskode: fischer Injektionssystem FIS EM 2. Tilsigtet anvendelse: Produkt Limanker til anvendelse i beton Anvendelsesområde/r Post-installeret

Læs mere

IT projekt. sæt et mål og nå det med omtanke!

IT projekt. sæt et mål og nå det med omtanke! IT projekt sæt et mål og nå det med omtanke! Det overordnede FORMÅL med dias-showet er at fortælle hvordan vi gennemfører IT projekter med succes ved hjælp af Microsoft Solutions Framework MSF modeller:

Læs mere