Air Quality Monitoring: Time Series Management in AQM Data Centers. MTWE 2014, Brussels/BE. Edgar Wetzel, 23rd October 2014

Size: px
Start display at page:

Download "Air Quality Monitoring: Time Series Management in AQM Data Centers. MTWE 2014, Brussels/BE. Edgar Wetzel, 23rd October 2014"

Transcription

1 Air Quality Monitoring: Time Series Management in AQM Data Centers MTWE 2014, Brussels/BE Edgar Wetzel, 23rd October 2014

2 Brief company presentation KISTERS Group 10 subsidiaries in Europe, North America, Australia, Asia employees (full time equiv): 520+ established in years: environmental software Customers B2B / B2G customers worldwide thousands of software licenses installed Core Competencies software to manage measured + calculated data time-series data + raster data + meta data KISTERS AG 11/11/

3 Why talk about Air Quality? Air Quality affects Public Health Meteorology Affects Air Quality Influencing Climate Change D.J. Jacob, D.A. Winner / Atmospheric Environment 43 (2009) 51 63

4 AQM Data Center: Main Tasks Why monitor? determining the level of contaminants in an airshed comparing pollutant concentrations with standards and guidelines obtaining exploratory data + conducting air quality research obtaining data for air quality modelling providing air quality information for policy or strategy development reporting on the state of the environment (inform the citizen, other institutions)

5 Air Quality Monitoring (AQM) emission sources industry traffic domestic heating livestock & agriculture natural emissions monitoring PM10 PM2,5 O3 CO NO2 SO2 other gases odour WD + WS T RH ATM pressure radiation assessment Monitoring data Emission inventory Dispersion modelling

6 Air Quality Monitoring Station monitoring station geographic location (incl. mobile) set of smart analyzers + meteorological sensors PM2,5 PM10 toluene PAHs network of monitoring stations numerous stations installed at strategic locations in a defined (political/service) territory station types: urban, rural, rural background road traffic industrial sources

7 Air Quality Monitoring monitoring station time = continuous space = permanent location monitoring station time = temporarily continuous space= mobile monitoring data <site><parameter><timestamp><value><quality-flags> time series data (TS) a continuous stream of monitoring data KISTERS AG 11/11/

8 Air Quality Monitoring: Big Data typical monitoring stations 15 parameters 5 scan-rate 3 aggregates calculated locally every 10 : average, min, max small network: 10 stations 23 million data points/yr large network: 60 stations 140 million data points/yr

9 AQM Data Center Software Architecture Presentation Tier Reporting AquisNet REP Validation AquisNet DMO Dispersion models Web Services, file transfer Time Series Data Management Server Application Tier JDBC Data Tier metadata time series data

10 AQM Data Center: core functions Configuration & Definitions system wide catalogues/key list regulatory compliance rules (EC, US EPA, UBA...) predefined and userdefinable data groups data access permissions & data views Operational Meta Data Management site station (measurement location) parameter (channel) time series definition Time Series Data Management data feeds (import/export) data validation and editing calculation of derived time series data publishing Time Series Data Analysis statistics and air quality indicators manual or automated reporting graphics and numeric tables Performance Reporting (KPI) KISTERS AG 11/11/

11 Integration of Air Quality Monitoring Data heterogeneous monitoring network telemetry TS data station A PSTN PULL PUSH Cloud TS data station Ω SODAair homogeneous TS data in the data centre harmonized TS data Product, brand and company names are the property of the respective owners.

12 AQM Data Center: Monitoring Data Arrives application server Cloud 1h TS 1h TS TS updating auto qual check TS updating TS calculator TS updating metadata time series(ts) data Monitoring station 1 Monitoring station k 1h production TS n 1h original TS n 1h production TS n-1 1h original TS n-1 1h production TS n-x 1h original TS n-x TS aggr. 1 TS aggr. 2

13 AQM Data Center: Data Validation Data validation increases data quality searches for erroneous and unusual measurements calibration: in the monitoring station (DAS); calibration data send to data center plausibility checks + visual examination All validation steps... are recorded in a versioning system allowing traceability & rollback are explained in full-text comments change the quality state of the data (<quality-flags> in the TS) Validated data represent the final data set to be used in the processing and assessment processes.

14 Data Validation: typical validation procedure(eu) Level 0 daily calibrations Daily calibration cycles are controlled by the monitoring station DAS software. Level 1 plausibitychecks algorithm-based plausibility checks on all data entering the database Level 2 daily visual inspection each morning the data of the past data validation experts visually examine the data of the previous day. Level 3 monthly visual inspection A full month of data is visually examined and corrections are applied on the basis of new knowledge (reports on incidents, fires, fireworks, etc.). Level 4 yearly visual inspection In early January, the data of the past year is visually examined. Further corrections applied (long-term transport effects). Comparison with so-called reference monitoring method and application of calibration factors.

15 AQM Data Center: Data Validation (Editing) user action: visual validation edit data application server Cloud TS selection generate graph generate table TS editing TS calculator TS updating metadata time series(ts) data Monitoring station 1 Monitoring station k 1h production TS n 1h original TS n 1h production TS n-1 1h original TS n-1 1h production TS n-x 1h original TS n-x TS aggr. 1 TS aggr. 2

16 AQM Data Center: Big-Data Processing data security by means of controlled redundancy all incoming data are write-protected a copy is automatically produced for validation and further processing automated data aggregation derived time series (mean, max, min, percentiles,...) are calculated automatically as data is updated on the fly calculation of air quality indicators statistical indicators temporary time-series for ad-hoc analysis

17 AQM Data Center: Ad-hoc User Request (calc.) command: on-the-fly statistics command: close statistics application server Cloud TS selection TS calculator TS updating generate graph generate table TS updating metadata time series (TS) data Monitoring station 1 Monitoring station k 1h production TS n 1h original TS n 1h production TS n-1 1h original TS n-1 1h production TS n-x 1h original TS n-x TS aggr. 1 TS aggr. 2 temp. TS

18 AQM Data Center: Processing aggregation rule short trigger event unknown U Import average AA Calculation/Import minimum MIN Calculation maximum MAX Calculation percentile PC Calculation sum SUM Calculation vector wind direction VWD Calculation vector Wind speed VDS Calculation scalar wind direction SWD Calculation scalar wind speed SDS Calculation exceedance EX Calculation free formula FF Calculation AOT40 (hourly) AOT Calculation minimum indicators ICMIN Calculation maximum indicators ICMAX Calculation exceedance indicators AICEXC Calculation statistical indicators ICSTAT Calculation priority formula PF Calculation epsilon beta calibrationebcal Import 2 point calbration (Auto 2PCAL GPT) Import multi point calibration MPCAL Import Goal Index GI Calculation AQI AQI Calculation regional air qualityindexraqi Calculation LIMS_PARAMETER LP Calculation LIMS CONCENTRATIONL Calculation LIMS TOXIC PARAMETERLTP Calculation nth highest maximum NMAX Calculation statistical summary SS Calculation statistical boxplot SBP Calculation 2PC Calibration (Auto PC) 2PAPC Calculation multimax MMAX Calculation Import Sample Text IST Import Import Sample IS Import nth highest max indicators INMAX Calculation weighted average RAA Calculation weighted sum RSUM Calculation rated copy RC Calculation exceedance indicators BEXEV Calculation percentage valid valuespvv Calculation psi_index PSI Calculation dynamic exceedance DEXC Calculation

19 AQM Data Center: Analysis Why monitoring data analysis? determine the extent of pollution, ensure compliance with national or supra-national (EU, WMO) regulations, facilitate decision making process/understand collected air pollution data air quality modeling Which tools? effective data editing/manipulation: tables and graphics Identify air quality indicators, correlation/regression and data quality visualization ( box-whisker ) dynamic graphics(line, bar, box-plot, polar plots)

20 AQM Data Center: Data Reporting reports user-defined pre-determined scheduled or manual report generation private or public numeric tables or graphs or a combination of both file formats standard formats (EC, US EPA, UBA, etc.) standard file formats (csv, pdf, jpg,...) user-defined formats (optional)

21 AQM Data Center: Web Publishing (examples) stations AQI colour coded legend map: dynamic map: stations with wind + concentrations zoom & pan map background map selection

22 AQM Data Center: Web Publishing (examples) tables: stations with their concentrations AQI colour coded legend line graphs: pollutants and/or meteorological data zoom, print, download navigate by hour/week/month

23 AQM Software Integration Into GIS

24 Each Data Point has an Economic Value! The cost to air quality monitoring: hardware (analyzers, stations, communication, servers, ) software people maintenance Big data analysis reveals hidden scientific and economic value data discovery strategic planning, prevention, warning + alarms transparency and early critical situation detection citizens and stakeholders engagement better decision making and sustainable air pollution management KISTERS AG 11/11/

25 Summary Important elements: The hardware/software system must provide all steps of processing scheme. Automation is important for big data analysis. Visual data validation is important: algorithms cannot eliminate all erors, nor explain all effects visible in the data. Data editing must be possible in both graphs and numeric tables. Communication requires tools adapted to the target audience.

26 Thank you for your attention. Nous vous remercions de votre attention. Vielen Dank für Ihre Aufmerksamkeit. KISTERS AG Pascalstr Tel Aachen Fax Germany

www.ecomonitoring.com

www.ecomonitoring.com Ambient Air Monitoring Systems ECM ambient air monitoring systems are integrated in air conditioned thermal isolated light weight shelters allowing stationary and mobile installations. The usually monitored

More information

AMBIENT AIR QUALITY MONITORING SYSTEM. Air Quality Monitoring... Easier. Faster. Better. www.chemtrols.com

AMBIENT AIR QUALITY MONITORING SYSTEM. Air Quality Monitoring... Easier. Faster. Better. www.chemtrols.com AMBIENT AIR QUALITY MONITORING SYSTEM Air Quality Monitoring... Easier. Faster. Better. www.chemtrols.com AMBIENT AIR QUALITY MONITORING FROM CHEMTROLS Chemtrols is a leading solution provider in the field

More information

Product Overview. Dream Report. OCEAN DATA SYSTEMS The Art of Industrial Intelligence. User Friendly & Programming Free Reporting.

Product Overview. Dream Report. OCEAN DATA SYSTEMS The Art of Industrial Intelligence. User Friendly & Programming Free Reporting. Dream Report OCEAN DATA SYSTEMS The Art of Industrial Intelligence User Friendly & Programming Free Reporting. Dream Report for Trihedral s VTScada Dream Report Product Overview Applications Compliance

More information

Christoph Schlenzig 1

Christoph Schlenzig 1 EnviroInfo 2002 (Wien) Environmental Communication in the Information Society - Proceedings of the 16th Conference The MESAP Software for the German Emission Inventory An integrated information system

More information

STATEMENT OF WORK. NETL Cooperative Agreement DE-FC26-02NT41476

STATEMENT OF WORK. NETL Cooperative Agreement DE-FC26-02NT41476 STATEMENT OF WORK NETL Cooperative Agreement DE-FC26-02NT41476 Database and Analytical Tool for the Management of Data Derived from U. S. DOE (NETL) Funded Fine Particulate (PM 2.5 ) Research PROJECT SCOPE

More information

Mr. Apichon Witayangkurn apichon@iis.u-tokyo.ac.jp Department of Civil Engineering The University of Tokyo

Mr. Apichon Witayangkurn apichon@iis.u-tokyo.ac.jp Department of Civil Engineering The University of Tokyo Sensor Network Messaging Service Hive/Hadoop Mr. Apichon Witayangkurn apichon@iis.u-tokyo.ac.jp Department of Civil Engineering The University of Tokyo Contents 1 Introduction 2 What & Why Sensor Network

More information

Noise Monitoring Software, version 7.0 Types 7802 and 7840

Noise Monitoring Software, version 7.0 Types 7802 and 7840 PRODUCT DATA Noise Monitoring Software, version 7.0 Types 7802 and 7840 The basic software packages Noise Monitoring Software Types 7802 and 7840 are the central point in any Brüel & Kjær noise monitoring

More information

Ecotech Air Quality Monitoring Data Acquisition System

Ecotech Air Quality Monitoring Data Acquisition System Ecotech Air Quality Monitoring Data Acquisition System Designed by air monitoring system people, for air monitoring system people www.americanecotech.com Ambient System Components Modem & phone lines Sample

More information

MM8000 safety and security with smart danger management. A scalable and flexible management station for any requirement. Answers for infrastructure.

MM8000 safety and security with smart danger management. A scalable and flexible management station for any requirement. Answers for infrastructure. MM8000 safety and security with smart danger management A scalable and flexible management station for any requirement Answers for infrastructure. Sophisticated technology for comprehensive safety Safety

More information

Smart. Scalable. Simple.

Smart. Scalable. Simple. Thermo Scientific Wireless Monitoring Solution Smart. Scalable. Simple. providing the protection you need with the simplicity you deserve Thermo Scientific Wireless Monitoring Solution Optimized Sample

More information

Technical Specification. Solutions created by knowledge and needs

Technical Specification. Solutions created by knowledge and needs Technical Specification Solutions created by knowledge and needs The industrial control and alarm management system that integrates video, voice and data Technical overview Process Architechture OPC-OCI

More information

Dream Report. Industrial and Municipal. Water and Wastewater. OCEAN DATA SYSTEMS The Art of Industrial Intelligence

Dream Report. Industrial and Municipal. Water and Wastewater. OCEAN DATA SYSTEMS The Art of Industrial Intelligence Dream Report OCEAN DATA SYSTEMS The Art of Industrial Intelligence User Friendly & Programming Free Reporting. Water and Wastewater Industrial and Municipal Applications 40-CFR-141 EPA and State Reports

More information

GeoSEE WebGIS. Document for activity 5.4 WP 5

GeoSEE WebGIS. Document for activity 5.4 WP 5 GeoSEE WebGIS Document for activity 5.4 WP 5 1 Contents 1 Introduction... 4 2 GeoSEE webgis description... 4 2.1 URL... 4 2.1 Overview... 4 2.2 Navigation toolbar... 6 2.1 Map... 6 2.2 Layers list and

More information

Split Lane Traffic Reporting at Junctions

Split Lane Traffic Reporting at Junctions Split Lane Traffic Reporting at Junctions White paper 1 Executive summary Split Lane Traffic Reporting at Junctions (SLT) from HERE is a major innovation in real time traffic reporting. The advanced algorithm

More information

Quality System Training Module 4 Data Validation and Usability

Quality System Training Module 4 Data Validation and Usability Quality System Training Module 4 Data Validation and Usability Dennis Mikel EPA - Office of Air Quality Planning and Standards 2008 Conference on Managing Environmental Quality Systems Some Definitions

More information

When referencing this white paper in another document, please use the following citation:

When referencing this white paper in another document, please use the following citation: When referencing this white paper in another document, please use the following citation: Philadelphia Water Department and CH2M HILL. May 2013. Philadelphia Water Department Contamination Warning System

More information

The only 100% open source, complete and flexible Business Intelligence suite

The only 100% open source, complete and flexible Business Intelligence suite The only 100% open source, complete and flexible Business Intelligence suite by SpagoBI Competency Center - Engineering Group SpagoBI was awarded the Open Innovation Award at Open World Forum 2011 April

More information

Quality assurance for hydrometric network data as a basis for integrated river basin management

Quality assurance for hydrometric network data as a basis for integrated river basin management Water in Celtic Countries: Quantity, Quality and Climate Variability (Proceedings of the Fourth InterCeltic Colloquium on Hydrology and Management of Water Resources, Guimarães, Portugal, July 2005). IAHS

More information

Quality Assurance for Hydrometric Network Data as a Basis for Integrated River Basin Management

Quality Assurance for Hydrometric Network Data as a Basis for Integrated River Basin Management Quality Assurance for Hydrometric Network Data as a Basis for Integrated River Basin Management FRANK SCHLAEGER 1, MICHAEL NATSCHKE 1 & DANIEL WITHAM 2 1 Kisters AG, Charlottenburger Allee 5, 52068 Aachen,

More information

Data Validation and Data Management Solutions

Data Validation and Data Management Solutions FRONTIER TECHNOLOGY, INC. Advanced Technology for Superior Solutions. and Solutions Abstract Within the performance evaluation and calibration communities, test programs are driven by requirements, test

More information

MANAGING LINEAR ASSETS Managing Linear Assets has always been a challenge; find out how customers leverage SAP to meet industry requirements.

MANAGING LINEAR ASSETS Managing Linear Assets has always been a challenge; find out how customers leverage SAP to meet industry requirements. WWW.WIPRO.COM MANAGING LINEAR ASSETS Managing Linear Assets has always been a challenge; find out how customers leverage SAP to meet industry requirements. Venkatesh Pulijala, EAM Consultant - Oil & Gas,

More information

BS 7 SIS Safety Information System Green Light for Your Production

BS 7 SIS Safety Information System Green Light for Your Production BS 7 SIS Safety Information System Green Light for Your Production SIS - GreCon Safety Information System The Challenge The Solution In big industrial plants, such as wood based panel productions, there

More information

XpoLog Center Suite Log Management & Analysis platform

XpoLog Center Suite Log Management & Analysis platform XpoLog Center Suite Log Management & Analysis platform Summary: 1. End to End data management collects and indexes data in any format from any machine / device in the environment. 2. Logs Monitoring -

More information

WAM Remote Wireless Asset Monitoring. Website User Guide

WAM Remote Wireless Asset Monitoring. Website User Guide WAM Remote Wireless Asset Monitoring Website User Guide Table of Contents Overview... 2 Login Page... 2 Quick Start Guide...3-4 Locations Page... 5 Devices Page... 5 Register Devices Page... 6 Temp or

More information

PM Fine Database and Associated Visualization Tool

PM Fine Database and Associated Visualization Tool PM Fine Database and Associated Visualization Tool Steven Boone Director of Information Technology E. H. Pechan and Associates, Inc. 3622 Lyckan Parkway, Suite 2002; Durham, North Carolina 27707; 919-493-3144

More information

NETWORK MONITORING. Network Monitoring. Product brief. NETWORK MONITORING Logger Only

NETWORK MONITORING. Network Monitoring. Product brief. NETWORK MONITORING Logger Only Network Monitoring 1 Network Monitoring Product brief Logger Only CONTENTS 1 Page 1. Introduction 2-3 2. Network Structure 4 3. Data Collection 5 4. Data Visualisation 6 5. Dashboard 7 6. Alarm Management

More information

Norwegian Satellite Earth Observation Database for Marine and Polar Research http://normap.nersc.no USE CASES

Norwegian Satellite Earth Observation Database for Marine and Polar Research http://normap.nersc.no USE CASES Norwegian Satellite Earth Observation Database for Marine and Polar Research http://normap.nersc.no USE CASES The NORMAP Project team has prepared this document to present functionality of the NORMAP portal.

More information

Smart Cities Solution Overview Innovation Center Network, Research & Innovation. SAP SE Reiner Bildmayer

Smart Cities Solution Overview Innovation Center Network, Research & Innovation. SAP SE Reiner Bildmayer Smart Cities Solution Overview Innovation Center Network, Research & Innovation SAP SE Reiner Bildmayer Why Cities need to be Run Better Challenges and Opportunities ~50% of the world s population currently

More information

ELDIS Software Police and safety

ELDIS Software Police and safety ELDIS Software Police and safety creating safety by technology! 1 Product information ELDIS ELDIS The safety expert in the police environment Increased safety thanks to many years of experience Eurofunk

More information

mframe Software Development Platform KEY FEATURES

mframe Software Development Platform KEY FEATURES mframe Software Development Platform mframe is a comprehensive software development platform for building modern modular WEB and B2B applications. It consists of basic core modules as well as other delevoped

More information

Brett Gaines Senior Consultant, CGI Federal Geospatial and Data Analytics Lead Developer

Brett Gaines Senior Consultant, CGI Federal Geospatial and Data Analytics Lead Developer Air Quality Data Analytics using Spark and Esri s GIS Tools for Hadoop Esri International User Conference July 22, 2015 Session: Discovery and Analysis of Big Data using GIS Brett Gaines Senior Consultant,

More information

Technology Implications of an Instrumented Planet presented at IFIP WG 10.4 Workshop on Challenges and Directions in Dependability

Technology Implications of an Instrumented Planet presented at IFIP WG 10.4 Workshop on Challenges and Directions in Dependability Technology Implications of an Instrumented Planet presented at IFIP WG 10.4 Workshop on Challenges and Directions in Dependability Nick Bowen Colin Harrison IBM June 2008 1 Background Global Technology

More information

EarthServer @ RDA. RDA: Co-chairing - Big Data IG - Geospatial IG. OGC co-chairing: - editor, Big Geo Data stds - BigData.DWG

EarthServer @ RDA. RDA: Co-chairing - Big Data IG - Geospatial IG. OGC co-chairing: - editor, Big Geo Data stds - BigData.DWG RDA: Co-chairing - Big Data IG - Geospatial IG OGC co-chairing: - editor, Big Geo Data stds - BigData.DWG EarthServer @ RDA RDA-DE/DINI Workshop, Karlsruhe, 2015-may-29 Peter Baumann Jacobs University

More information

AppVision System Architecture An Overview

AppVision System Architecture An Overview rchitecture An Overview Simple Architecture / single server with client station can also be used on small and simple projects as a stand alone monitoring station. In this single server / client architecture,

More information

Basic Climatological Station Metadata Current status. Metadata compiled: 30 JAN 2008. Synoptic Network, Reference Climate Stations

Basic Climatological Station Metadata Current status. Metadata compiled: 30 JAN 2008. Synoptic Network, Reference Climate Stations Station: CAPE OTWAY LIGHTHOUSE Bureau of Meteorology station number: Bureau of Meteorology district name: West Coast State: VIC World Meteorological Organization number: Identification: YCTY Basic Climatological

More information

Better Business Through Data Analysis & Monitoring

Better Business Through Data Analysis & Monitoring CaseWare Analytics is an industry leader in providing technology solutions for audit and finance professionals, with over 400,000 users worldwide. Better Business Through Data Analysis & Monitoring 469

More information

Final Report - HydrometDB Belize s Climatic Database Management System. Executive Summary

Final Report - HydrometDB Belize s Climatic Database Management System. Executive Summary Executive Summary Belize s HydrometDB is a Climatic Database Management System (CDMS) that allows easy integration of multiple sources of automatic and manual stations, data quality control procedures,

More information

Performance Management Platform

Performance Management Platform Open EMS Suite by Nokia Performance Management Platform Functional Overview Version 1.4 Nokia Siemens Networks 1 (16) Performance Management Platform The information in this document is subject to change

More information

Product Comparison List

Product Comparison List Product Comparison List Data Center Size Site Solution / Feature

More information

WE RUN SEVERAL ON AWS BECAUSE WE CRITICAL APPLICATIONS CAN SCALE AND USE THE INFRASTRUCTURE EFFICIENTLY.

WE RUN SEVERAL ON AWS BECAUSE WE CRITICAL APPLICATIONS CAN SCALE AND USE THE INFRASTRUCTURE EFFICIENTLY. WE RUN SEVERAL CRITICAL APPLICATIONS ON AWS BECAUSE WE CAN SCALE AND USE THE INFRASTRUCTURE EFFICIENTLY. - Murari Gopalan Director, Technology Expedia Expedia, a leading online travel company for leisure

More information

SOA OPERATIONS EXCELLENCE WITH PROGRESS ACTIONAL WHITE PAPER

SOA OPERATIONS EXCELLENCE WITH PROGRESS ACTIONAL WHITE PAPER SOA OPERATIONS EXCELLENCE WITH PROGRESS ACTIONAL WHITE PAPER TABLE OF CONTENTS > 1.0 Service-Oriented Architecture: Benefits and IT Operations Challenges 1 > 2.0 Progress Actional for SOA Operations 4

More information

Ovation Operator Workstation for Microsoft Windows Operating System Data Sheet

Ovation Operator Workstation for Microsoft Windows Operating System Data Sheet Ovation Operator Workstation for Microsoft Windows Operating System Features Delivers full multi-tasking operation Accesses up to 200,000 dynamic points Secure standard operating desktop environment Intuitive

More information

The Ambient Air Monitoring System

The Ambient Air Monitoring System The Ambient Air Monitoring System 1.0 Introduction: The Ambient Air Monitoring System (AAMS) can measure a range of toxic and flammable gases, particulate matter, meteorological and environmental parameters

More information

IPLocks Vulnerability Assessment: A Database Assessment Solution

IPLocks Vulnerability Assessment: A Database Assessment Solution IPLOCKS WHITE PAPER February 2006 IPLocks Vulnerability Assessment: A Database Assessment Solution 2665 North First Street, Suite 110 San Jose, CA 95134 Telephone: 408.383.7500 www.iplocks.com TABLE OF

More information

IFS-8000 V2.0 INFORMATION FUSION SYSTEM

IFS-8000 V2.0 INFORMATION FUSION SYSTEM IFS-8000 V2.0 INFORMATION FUSION SYSTEM IFS-8000 V2.0 Overview IFS-8000 v2.0 is a flexible, scalable and modular IT system to support the processes of aggregation of information from intercepts to intelligence

More information

Building a Reporting and Analytics System Connected Enterprise Seminar

Building a Reporting and Analytics System Connected Enterprise Seminar Manufacturing Intelligence, de stuwende kracht om in een Connected Enterprise snel accurate beslissingen te nemen om de bedrijfsprestaties te optimaliseren. Building a Reporting and Analytics System Connected

More information

Managing your Red Hat Enterprise Linux guests with RHN Satellite

Managing your Red Hat Enterprise Linux guests with RHN Satellite Managing your Red Hat Enterprise Linux guests with RHN Satellite Matthew Davis, Level 1 Production Support Manager, Red Hat Brad Hinson, Sr. Support Engineer Lead System z, Red Hat Mark Spencer, Sr. Solutions

More information

imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing

imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing imc FAMOS ensures fast results Comprehensive data processing

More information

XpoLog Center Suite Data Sheet

XpoLog Center Suite Data Sheet XpoLog Center Suite Data Sheet General XpoLog is a data analysis and management platform for Applications IT data. Business applications rely on a dynamic heterogeneous applications infrastructure, such

More information

imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing

imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing imc FAMOS 6.3 visualization signal analysis data processing test reporting Comprehensive data analysis and documentation imc productive testing www.imcfamos.com imc FAMOS at a glance Four editions to Optimize

More information

Big Data Are You Ready? Jorge Plascencia Solution Architect Manager

Big Data Are You Ready? Jorge Plascencia Solution Architect Manager Big Data Are You Ready? Jorge Plascencia Solution Architect Manager Big Data: The Datafication Of Everything Thoughts Devices Processes Thoughts Things Processes Run the Business Organize data to do something

More information

IPS MeteoStar LEADS. The MeteoStar LEADS System: An Easy To Use, Cost Effective Air & Water Quality Monitoring & Reporting System

IPS MeteoStar LEADS. The MeteoStar LEADS System: An Easy To Use, Cost Effective Air & Water Quality Monitoring & Reporting System IPS MeteoStar LEADS The MeteoStar LEADS System: An Easy To Use, Cost Effective Air & Water Quality Monitoring & Reporting System 1 IPS MeteoStar Worldwide Weather Web Portal With Local Forecasts Satellite

More information

CMS suite. Control room management software. Barco's CMS software is an advanced control room management suite which

CMS suite. Control room management software. Barco's CMS software is an advanced control room management suite which CMS suite Control room management software Barco's CMS software is an advanced control room management suite which improves the decision-making process, allowing decisions to be taken faster and more effectively.

More information

Developing Fleet and Asset Tracking Solutions with Web Maps

Developing Fleet and Asset Tracking Solutions with Web Maps Developing Fleet and Asset Tracking Solutions with Web Maps Introduction Many organizations have mobile field staff that perform business processes away from the office which include sales, service, maintenance,

More information

METERS Data Collection CONTROL. Dialog3G. AMR/AMI Solutions

METERS Data Collection CONTROL. Dialog3G. AMR/AMI Solutions METERS Data Collection CONTROL Dialog3G AMR/AMI Solutions The Arad Group of affiliated companies and independent distributors around the world offers its customers a fully integrated source for a complete

More information

Data Integration and long-term planning of the Observing Systems as a cross-cutting process in a NMS

Data Integration and long-term planning of the Observing Systems as a cross-cutting process in a NMS Data Integration and long-term planning of the Observing Systems as a cross-cutting process in a NMS ECAC Zurich, Setpember 15 2020 Ch. Häberli Deputy Head Climate Division/Head Meteorological Data Coordination

More information

Process Quality Manager Monitor and document process data. With ConnectedManufacturing Solutions by Bosch Software Innovations. Software Innovations

Process Quality Manager Monitor and document process data. With ConnectedManufacturing Solutions by Bosch Software Innovations. Software Innovations Process Quality Manager Monitor and document process data. With ConnectedManufacturing Solutions by Bosch Software Innovations. Software Innovations 2 Process Quality Manager Managing process data the

More information

RUGGEDCOM NMS. Monitor Availability Quick detection of network failures at the port and

RUGGEDCOM NMS. Monitor Availability Quick detection of network failures at the port and RUGGEDCOM NMS is fully-featured enterprise grade network management software based on the OpenNMS platform. Specifically for the rugged communications industry, RNMS provides a comprehensive platform for

More information

Energy Management System (EMS)

Energy Management System (EMS) Energy Management System (EMS) Comprehensive Power Quality Analysis Customer Billing and Invoicing at a Glance ExpertPower software solution provides comprehensive energy management, billing, demand response,

More information

Business Value Reporting and Analytics

Business Value Reporting and Analytics IP Telephony Contact Centers Mobility Services WHITE PAPER Business Value Reporting and Analytics Avaya Operational Analyst April 2005 avaya.com Table of Contents Section 1: Introduction... 1 Section 2:

More information

INF-USB2 and SI-USB Quick Start Guide

INF-USB2 and SI-USB Quick Start Guide INF-USB2 and SI-USB Quick Start Guide Please follow these instructions carefully. DO NOT connect the INF-USB2 or SI-USB module to your computer before running the setup program. After running Setup and

More information

Database and Analytical Tool Development for the Management of Data Derived from US DOE (NETL) Funded Fine Particulate (PM 2.

Database and Analytical Tool Development for the Management of Data Derived from US DOE (NETL) Funded Fine Particulate (PM 2. Database and Analytical Tool Development for the Management of Data Derived from US DOE (NETL) Funded Fine Particulate (PM 2.5 ) Research Project Objectives Primary objective is to develop a comprehensive,

More information

Software for Supply Chain Design and Analysis

Software for Supply Chain Design and Analysis Software for Supply Chain Design and Analysis Optimize networks Improve product flow Position inventory Simulate service Balance production Refine routes The Leading Supply Chain Design and Analysis Application

More information

MRV EMPOWERS THE OPTICAL EDGE.

MRV EMPOWERS THE OPTICAL EDGE. Pro-Vision Service Delivery Software MRV EMPOWERS THE OPTICAL EDGE. WE DELIVER PACKET AND OPTICAL SOLUTIONS ORCHESTRATED WITH INTELLIGENT SOFTWARE TO MAKE SERVICE PROVIDER NETWORKS SMARTER. www.mrv.com

More information

JDSU Signaling Analyzer Solution for Femtocell Monitoring

JDSU Signaling Analyzer Solution for Femtocell Monitoring COMMUNICATIONS TEST & MEASUREMENT SOLUTIONS JDSU Signaling Analyzer Solution for Femtocell Monitoring Key Features Interpret, correlate and analyze protocol messages on both sides of the femtocell gateway

More information

Use of OGC Sensor Web Enablement Standards in the Meteorology Domain. in partnership with

Use of OGC Sensor Web Enablement Standards in the Meteorology Domain. in partnership with Use of OGC Sensor Web Enablement Standards in the Meteorology Domain in partnership with Outline Introduction to OGC Sensor Web Enablement Standards Web services Metadata encodings SWE as front end of

More information

Spatio-Temporal Networks:

Spatio-Temporal Networks: Spatio-Temporal Networks: Analyzing Change Across Time and Place WHITE PAPER By: Jeremy Peters, Principal Consultant, Digital Commerce Professional Services, Pitney Bowes ABSTRACT ORGANIZATIONS ARE GENERATING

More information

OPC Redundancy Power of Prevention

OPC Redundancy Power of Prevention OPC Power of Prevention MatrikonOPC-2006 Executive Summary There are thousands of highly interconnected and dynamic systems, both public and private, that make up North America s electric power grid. These

More information

Cloud Business Intelligent Services to explore the synergies and interactions among climate change, air quality objectives

Cloud Business Intelligent Services to explore the synergies and interactions among climate change, air quality objectives Dr. Thanh Binh Nguyen International Institute for Applied Systems Analysis Cloud Business Intelligent Services to explore the synergies and interactions among climate change, air quality objectives Outline

More information

Integrated Multi-Client Platform for Smart Meters

Integrated Multi-Client Platform for Smart Meters Smart Energy Services Platform Integrated Multi-Client Platform for Smart Meters End-to-End Smart Energy Services Platform Helping you efficiently deliver your smart device programs using our proven system

More information

Observation Metadata and its Use in the DWD Weather Data Request Broker

Observation Metadata and its Use in the DWD Weather Data Request Broker Observation Metadata and its Use in the DWD Weather Data Request Broker Jürgen Seib Deutscher Wetterdienst e-mail: juergen.seib@dwd.de What kind of metadata is needed for the discovery of observation data?

More information

SmartWater4Europe. SWING: Smart Water Innovation. Network in the city of BurGos. Friday, April 17 th, 2015.

SmartWater4Europe. SWING: Smart Water Innovation. Network in the city of BurGos. Friday, April 17 th, 2015. SmartWater4Europe SWING: Smart Water Innovation Network in the city of BurGos Friday, April 17 th, 2015. ACCIONA Agua,Key Figures 2014 Water division of ACCIONA Group. Permanent Offices in Spain, Italy,

More information

Solarstromprognosen für Übertragungsnetzbetreiber

Solarstromprognosen für Übertragungsnetzbetreiber Solarstromprognosen für Übertragungsnetzbetreiber Elke Lorenz, Jan Kühnert, Annette Hammer, Detlev Heienmann Universität Oldenburg 1 Outline grid integration of photovoltaic power (PV) in Germany overview

More information

Sensor Monitoring and Remote Technologies 9 Voyager St, Linbro Park, Johannesburg Tel: +27 11 608 4270 ; www.batessecuredata.co.

Sensor Monitoring and Remote Technologies 9 Voyager St, Linbro Park, Johannesburg Tel: +27 11 608 4270 ; www.batessecuredata.co. Sensor Monitoring and Remote Technologies 9 Voyager St, Linbro Park, Johannesburg Tel: +27 11 608 4270 ; www.batessecuredata.co.za 1 Environment Monitoring in computer rooms, data centres and other facilities

More information

HazardMon.com. Cloud Based Hazard Monitoring For Bucket Elevators & Conveyors. View Your Plant In Real Time On Any Web-Enabled Device

HazardMon.com. Cloud Based Hazard Monitoring For Bucket Elevators & Conveyors. View Your Plant In Real Time On Any Web-Enabled Device Cloud Based Hazard Monitoring For Bucket Elevators & Conveyors View Your Plant In Real Time On Any Web-Enabled Device Computers Smartphones Tablets 24/7 EQUIPMENT PROTECTION - Bearing Temperature Belt

More information

NSW Air Quality Monitoring Network: Quality Assurance Procedures

NSW Air Quality Monitoring Network: Quality Assurance Procedures NSW Air Quality Monitoring Network: Quality Assurance Procedures Copyright State of NSW and Office of Environment and Heritage With the exception of photographs, the State of NSW and Office of Environment

More information

U s e r M a n u a l. Avalanche Warning Service Eduard-Wallnoefer-Platz 3 A-6020 Innsbruck. Weather stations. 1 The map window: Version 12/2015

U s e r M a n u a l. Avalanche Warning Service Eduard-Wallnoefer-Platz 3 A-6020 Innsbruck. Weather stations. 1 The map window: Version 12/2015 Avalanche Warning Service Eduard-Wallnoefer-Platz 3 A-6020 Innsbruck U s e r M a n u a l Weather stations In this database you will find all available weather stations from currently participating avalanche

More information

How to Select an Online Water Quality Monitoring Data Management System

How to Select an Online Water Quality Monitoring Data Management System May 2013 Philadelphia Water Department Contamination Warning System Demonstration Pilot Project: How to Select an Online Water Quality Monitoring Data Management System Online Water Quality Monitoring

More information

Session 1: Introduction and Overview

Session 1: Introduction and Overview Session 1: Introduction and Overview I. Data Validation Overview II. General Approach to Data Validation III. Data Validation Levels IV. Examples V. Resources VI. Key Internet Sites October 2011 o It is

More information

A MODERN DISTRIBUTION MANAGEMENT SYSTEM FOR REGIONAL ELECTRICITY COMPANIES

A MODERN DISTRIBUTION MANAGEMENT SYSTEM FOR REGIONAL ELECTRICITY COMPANIES A MODERN DISTRIBUTION MANAGEMENT SYSTEM FOR REGIONAL ELECTRICITY COMPANIES A Roberts, T Berry, W D Wilson Schneider Electric Ltd, UK SYNOPSIS This paper describes the features of a modern Distribution

More information

Expert System for Solar Thermal Power Stations. Deutsches Zentrum für Luft- und Raumfahrt e.v. Institute of Technical Thermodynamics

Expert System for Solar Thermal Power Stations. Deutsches Zentrum für Luft- und Raumfahrt e.v. Institute of Technical Thermodynamics Expert System for Solar Thermal Power Stations Institute of Technical Thermodynamics Stuttgart, July 2001 - Expert System for Solar Thermal Power Stations 2 Solar radiation and land resources for solar

More information

Features of AnyShare

Features of AnyShare of AnyShare of AnyShare CONTENT Brief Introduction of AnyShare... 3 Chapter 1 Centralized Management... 5 1.1 Operation Management... 5 1.2 User Management... 5 1.3 User Authentication... 6 1.4 Roles...

More information

City of Calgary KISTERS KISTERS Overview Overview. KISTERS Software Solutions Water, Energy and Environmental Data May 19, 2015

City of Calgary KISTERS KISTERS Overview Overview. KISTERS Software Solutions Water, Energy and Environmental Data May 19, 2015 KISTERS Software Solutions Water, Energy and Environmental Data May 19, 2015 Who is KISTERS? Applications Modular Solutions Current Technologies Working with Your Data Discussion Applications Hydrometric

More information

September 8th 8:30 AM 10:00 AM PL1: Reinventing Policy to Support the New ITS

September 8th 8:30 AM 10:00 AM PL1: Reinventing Policy to Support the New ITS September 8th 8:30 AM 10:00 AM PL1: Reinventing Policy to Support the New ITS September 8th 10:30 AM 12:00 PM AM01: Sustainable Transportation Performance Measures: Best Practices September 8th 10:30 AM

More information

Best Practices for Deploying and Managing Linux with Red Hat Network

Best Practices for Deploying and Managing Linux with Red Hat Network Best Practices for Deploying and Managing Linux with Red Hat Network Abstract This technical whitepaper provides a best practices overview for companies deploying and managing their open source environment

More information

Cloud computing for noise monitoring

Cloud computing for noise monitoring Cloud computing for noise monitoring Thorvald Wetlesen 1 1 Norsonic Gunnersbråtan 2, 3421 Lierskogen, Norway ABSTRACT Cloud computing is the use of computing resources that are delivered as a service over

More information

Sustaining Thailand National Air Quality Monitoring Network System

Sustaining Thailand National Air Quality Monitoring Network System BAQ Pre-Event on Improving Air Quality Monitoring Systems in Asia Hong Kong, 4 December 2012 Sustaining Thailand National Air Quality Monitoring Network System Patcharawadee Suwanathada, Ph.D. Director

More information

TMX-NET PRO. Smart and secure tele-control via the internet. smart telecontrol

TMX-NET PRO. Smart and secure tele-control via the internet. smart telecontrol TMX-NET PRO Smart and secure tele-control via the internet smart telecontrol Smart and secure tele-control in the cloud any time and any place clients tablets secure internet smartphones TMX-Net Pro features

More information

EL-USB-2-LCD FEATURES WINDOWS CONTROL SOFTWARE DISPLAY FUNCTIONS. www.lascarelectronics.com Page 1 of 5

EL-USB-2-LCD FEATURES WINDOWS CONTROL SOFTWARE DISPLAY FUNCTIONS. www.lascarelectronics.com Page 1 of 5 This standalone data logger measures and stores up to 16,379 relative humidity and 16,379 temperature readings over 0 to 100%RH and -35 to +80 C (-31 to +176 F) measurement ranges. The user can easily

More information

StruxureWare TM Data Center Operation

StruxureWare TM Data Center Operation StruxureWare TM Data Center End to end Management (DCIM) software for monitoring, control of power, cooling, security and energy usage from the building through IT systems Part of StruxureWare for Data

More information

Mobile Analytics for Emergency Response and Training

Mobile Analytics for Emergency Response and Training Mobile Analytics for Emergency Response and Training S. Kim, R. Maciejewski, K. Ostmo, E. Delp, T. Collins, D. Ebert Seminar Visual Analytics Daniel Lorig, 3.7.2008 Outline I. Overview on Mobile Analytics

More information

The digital future and dealing with disruption

The digital future and dealing with disruption The digital future and dealing with disruption Dr Giles Nelson, Senior Vice President of Product Marketing and Strategy May 2015 1 BIG CHANGE due to digitization 2 2 billion internet users worldwide 40%

More information

IRIS Software Platform Advanced metering system for PRIME technology

IRIS Software Platform Advanced metering system for PRIME technology Advanced metering system for PRIME technology RGB Software Factory Índice Introduction... 2 Metering system deployment... 3 Automatic deployment... 3 Device states... 4 Devices orders... 4 Meter connection

More information

SPPA-D3000 Plant Monitor Technical Description

SPPA-D3000 Plant Monitor Technical Description SPPA-D3000 Plant Monitor Technical Description Model-based monitoring and early fault detection for components and processes May 2008 Answers for energy. 1 Siemens AG 2008. All Rights Reserved Contents

More information

Industrial HiVision Software

Industrial HiVision Software Industrial HiVision Software The Essential Management Tool For All Stages of Your Network Life Cycle Network visibility equals high availability. Industrial HiVision is a state-of-the-art software package

More information

CSCI 552 Data Visualization

CSCI 552 Data Visualization CSCI 552 Data Visualization Shiaofen Fang What Is Visualization? We observe and draw conclusions A picture says more than a thousand words/numbers Seeing is believing, seeing is understanding Beware of

More information

School Health Management Solution (SHMS) A mobile management system to support the delivery of primary health care services at schools.

School Health Management Solution (SHMS) A mobile management system to support the delivery of primary health care services at schools. School Health Management Solution (SHMS) A mobile management system to support the delivery of primary health care services at schools. School Health Management Solution An Overview The Requirement Solution

More information

Smart City Australia

Smart City Australia Smart City Australia Slaven Marusic Department of Electrical and Electronic Engineering The University of Melbourne, Australia ARC Research Network on Intelligent Sensors, Sensor Networks and Information

More information

Air Pollution. Copenhagen, 3 rd September 2014. Valentin Foltescu Project manager air quality European Environment Agency

Air Pollution. Copenhagen, 3 rd September 2014. Valentin Foltescu Project manager air quality European Environment Agency Air Pollution Copenhagen, 3 rd September 2014 Valentin Foltescu Project manager air quality European Environment Agency Air pollution, transport and noise MAWP Strategic Area 1.1 Objective To support and

More information