Leveraging Big Data to Drive Big Changes in a Big Way
|
|
- Shanon Cummings
- 8 years ago
- Views:
Transcription
1 Leveraging Big Data to Drive Big Changes in a Big Way Don Guckert, P.E., APPA Fellow Associate Vice President & Director of Facilities Management The University of Iowa
2 What is Big Data? Merriam-Webster's Collegiate Dictionary added Big Data earlier this year. Big Data noun Definition of BIG DATA : an accumulation of data that is too large and complex for processing by traditional database management tools
3 What is Big Data? Industry Definition: High volume, high variety and high velocity of information assets that demand cost effective and innovative forms of information processing for enhanced insight and decision making.
4
5 Velocity Moore s Law: an axiom of microprocessor development usually holding that processing power doubles about every 18 months.
6 Volume Capacity to store data is also growing exponentially doubling every 40 months since 1980.
7 Volume What is a Zettabyte?
8 Volume What is a Zettabyte? A Zettabyte is a billion Terabytes!
9 Volume There will be 35 zettabytes of data generated annually by 2020, up from 2.7 zettabytes in 2013.
10 Variety Companies world-wide invested $5.5 billion in intelligent building systems in 2012 and the number is expected to rise to $18.1billion by The campus built environment is mirroring the overall national trends in both big data growth and the investment in intelligent buildings.
11 Variety
12 Variety
13 Variety Air Handler performance Fan Runtime Fan Power VFD Control Static pressure Heating control Cooling control Ventilation Air control Economizer Control CO2 control Outside Air Temperature Return Air Temperature Make-up Air Temperature Supply Air Temperatures Freeze Stat alarms Smoke/Fire alarm Pressure Drop Alarm
14 So What?
15 Benefits of Leveraging Big Data
16 Benefits of Leveraging Big Data Business Intelligence: Understand what has happened in the past. In-memory Processing: Understand what is happening now. Analytics: Understand what will probably happen.
17 Benefits of Leveraging Big Data Business Intelligence: Understand what has happened in the past. In-memory Processing: Understand what is happening now. Analytics: Understand what will probably happen. All three processes require intense data collection in order to make accurate predictions based on the past, present and presumably the future
18 Big Data & Predictive Maintenance Understanding what has happened in the past, happening now, and what will probably happen is foundational for predictive maintenance.
19 Big Data & Predictive Maintenance Understanding what has happened in the past, happening now, and what will probably happen is foundational for predictive maintenance.
20 Big Data & Predictive Maintenance Hot/cold calls often lag by hours or days of a system failure. With Big Data, we ll see it and fix it, or avoid the failure altogether, before the occupant feels it.
21 Our Value Proposition - Managing Risk Predicting impending failure, and preventing that failure, mitigates risks to business continuity and financial risk.
22 Investing versus Spending The dollar outlay shifts from productivity losses, repair costs and wasted energy to planned investments in infrastructure and technology.
23 Investing versus Spending The dollar outlay shifts from productivity losses, repair costs and wasted energy to planned investments in infrastructure and technology.
24 The University of Iowa s Journey into Big Data
25 2007 Energy Management Plan Strategy #5: Central Building Control & Monitoring The University will pursue a course of action to invest in a centralized building controls system with the goal of achieving control and monitoring of the space inventory representing 90% of the GEF energy expense by July 1, 2013.
26 2007 Energy Management Plan The Energy Control Center will facilitate efforts in monitoring and determining trends in energy usage and system efficiencies. The investment in central control and monitoring will have the additional major advantages of improving occupant comfort and monitoring security.
27 Foundational Building Blocks
28 Foundational Building Blocks Staffing in house expertise
29 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC
30 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC Metering of all major university buildings
31 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC Metering of all major university buildings Integrating control systems
32 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC Metering of all major university buildings Integrating control systems Leveraging data historian for optimization
33 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC Metering of all major university buildings Integrating control systems Leveraging data historian for optimization Developing Design Standards
34 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC Metering of all major university buildings Integrating control systems Leveraging data historian for optimization Developing Design Standards Implementing commissioning programs
35 Foundational Building Blocks Staffing in house expertise Converting all building controls systems to DDC Metering of all major university buildings Integrating control systems Leveraging data historian for optimization Developing Design Standards Implementing commissioning programs Creating the Energy Control Center
36 Energy Control Center
37 Energy Control Center In 2009 the Energy Control Center was established, serving as a central information center to view all that was happening in energy production, distribution and consumption.
38 Energy Control Center Early successes in the Energy Control Center s focused on connecting and integrating all of the process control technology for our utilities production plants.
39 Optimizing Production & Distribution Soon it was realized that we were positioned to implement energy supply and distribution optimization software.
40 Building Systems
41 Monitoring Building Systems Central monitoring of more than 400,000 points of connection.
42 Monitoring Building Systems More than 23,000 connection points for the Pappajohn Biomedical Discovery Building.
43 Monitoring Building Systems Original vision was to use the central center to monitor and analyze building systems in support of field operations.
44 Monitoring Building Systems Original vision was to use the central center to monitor and analyze building systems in support of field operations. Realized the system to do much more.
45 Fault Detection & Diagnostics Operational parameters can be established and then alarmed when out-of-variance conditions (faults) are experienced.
46 Fault Detection & Diagnostics Operational parameters can be established and then alarmed when out-of-variance conditions (faults) are experienced.
47
48
49 Big Data Challenges
50 Big Data Challenges Connected infrastructure
51 Big Data Challenges Connected infrastructure Building the artificial intelligence
52 Big Data Challenges Connected infrastructure Building the artificial intelligence Overcoming cultural entrenchments
53 Big Data Challenges Connected infrastructure Building the artificial intelligence Overcoming cultural entrenchments Workforce readiness
54
55
56
57 Big Data Driven Megatrends
58 Big Data Driven Megatrends From employing mechanics to employing technicians
59 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments
60 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics
61 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics From systems drift to systems hold
62 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics From systems drift to systems hold From reactive response to predictive response
63 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics From systems drift to systems hold From reactive response to predictive response From super heroes to unsung heroes
64 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics From systems drift to systems hold From reactive response to predictive response From super heroes to unsung heroes From managing facilities to managing risk
65 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics From systems drift to systems hold From reactive response to predictive response From super heroes to unsung heroes From managing facilities to managing risk From institutional knowledge to shared knowledge
66 Big Data Driven Megatrends From employing mechanics to employing technicians From operations expenses to capital investments From component diagnostics to systems diagnostics From systems drift to systems hold From reactive response to predictive response From super heroes to unsung heroes From managing facilities to managing risk From institutional knowledge to shared knowledge From valuing expertise to valuing collaboration
67 The Road Ahead.
68
Building Analytics Improve the efficiency, occupant comfort, and financial well-being of your building.
Building Analytics Improve the efficiency, occupant comfort, and financial well-being of your building. Make the most of your energy SM Building confidence knowing the why behind your facility s operations
More informationReducing the Impact of Energy Costs on Business
TAC EnergyEdge Reducing the Impact of Energy Costs on Business Your roadmap to targeting energy efficiencies in a dynamic business environment Table of Contents I. Executive Summary 2 II. Energy and the
More informationBuildings of the Future Innovation at Siemens Building Technologies Duke Energy Academy at Purdue University June 23, 2015
David Hopping, President, BT Americas Buildings of the Future Innovation at Siemens Building Technologies Duke Energy Academy at Purdue University June 23, 2015 Agenda Dave Hopping Introduction Why are
More informationHVAC System Optimization
UNITED TECHNOLOGIES CARRIER CORPORATION HVAC System Optimization MAXIMIZING PERFORMANCE, ENERGY SAVINGS & COMFORT Revitalize Your Building s System Sometime between the initial purchase and the need to
More informationRealizing the full potential of high performance buildings
Realizing the full potential of high performance buildings Trane Intelligent Services delivers sustainable performance improvements By Paul McMurphy and Leon Surbaugh Trane Intelligent Services Trane Intelligent
More informationInternet of Things shaping business models of industries. Matti Malmberg
Internet of Things shaping business models of industries Matti Malmberg Expansion of IoT Top ten in 2020 1. Connected car $600 Billion 2. Clinical Remote Monitoring $350 Billion 3. Assisted living $270
More informationWireless Pneumatic Thermostat Technology Demonstration Test. Los Angeles Unified School District 333 S. Beaudry Ave.
Wireless Pneumatic Thermostat Technology Demonstration Test Los Angeles Unified School District 333 S. Beaudry Ave. Final Report April 23, 2015 Objective of Demonstration Demonstrate ability of Wireless
More informationFive Essential Components for Highly Reliable Data Centers
GE Intelligent Platforms Five Essential Components for Highly Reliable Data Centers Ensuring continuous operations with an integrated, holistic technology strategy that provides high availability, increased
More informationINTERNET OF THINGS: SCIENCE FICTION OR BUSINESS FACT?
A HARVARD BUSINESS REVIEW ANALYTIC SERVICES REPORT INTERNET OF THINGS: SCIENCE FICTION OR BUSINESS FACT? Copyright 2014 Harvard Business School Publishing. sponsored by SPONSOR PERSPECTIVE Each year the
More informationHOW INTELLIGENT BUILDING TECHNOLOGY CAN IMPACT YOUR BUSINESS BY REDUCING OPERATING COSTS
HOW INTELLIGENT BUILDING TECHNOLOGY CAN IMPACT YOUR BUSINESS BY REDUCING OPERATING COSTS Presented by Neil Maldeis Director, Technical Programs, NA Trane Learning Objectives Learn about industry and business
More informationReducing the Impact of Energy Costs on Business
Reducing the Impact of Energy Costs on Business Your road map to targeting energy efficiencies in a dynamic business environment December 2010 / White Paper by Brandi McManus, Solutions VP, Strategic Communications
More informationReducing the Impact of Energy Costs on Business
Reducing the Impact of Energy Costs on Business Your roadmap to targeting energy efficiencies in a dynamic business environment September 2007 / White Paper Make the most of your energy Summary I. Executive
More informationRev. No. 0 January 5, 2009
ENERGY & ENVIRONMENTAL ENERGY ISSUES COMMITTEE 415 Main Building Telephone (574) 631-6666 Notre Dame, Indiana Facsimile (574) 631-5883 46556 USA Energy Conservation Plan For HVAC Systems Rev. No. 0 January
More informationMaking Better Decisions: Data, Big Data and You. Stacia Sherman Garr Dr. Katherine Jones Bersin & Associates ANL1
Making Better Decisions: Data, Big Data and You Stacia Sherman Garr Dr. Katherine Jones Bersin & Associates ANL1 Making Better Decisions: Data, Big Data and You Sean Dineen VP of Talent Management and
More informationTechnology Trends in Intelligent & High Performance Buildings. Leveraging BIG Data. Texas Energy Managers Association
Technology Trends in Intelligent & High Performance Buildings Leveraging BIG Data Texas Energy Managers Association Presented by: Patrick Mabry - OpenTech Mike Putich - Climatec May 15, 2014 Agenda Introductions
More informationThe Role of Predictive Analytics in Asset Optimization for the Oil and Gas Industry
The Role of Predictive Analytics in Asset Optimization for the Oil and Gas Industry WHITE PAPER Sponsored by: Tessella Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.935.4400 F.508.988.7881
More informationUNITED TECHNOLOGIES CARRIER CORPORATION. Remote Monitoring MONITORING YOUR BUILDING 24/7 SO YOU DON T HAVE TO
UNITED TECHNOLOGIES CARRIER CORPORATION Remote Monitoring MONITORING YOUR BUILDING 24/7 SO YOU DON T HAVE TO One Source for Total Peace of Mind HVAC/R systems represent one of the largest investments in
More informationFind what matters. Information Alchemy Turning Your Building Data Into Money
Find what matters Information Alchemy Turning Your Building Data Into Money version 1.1 Feb 2012 CONTENTS Information Alchemy Transforming Data Into Value... 2 How Does My Building Really Perform?... 2
More informationThe Impact of IoT for Building Service Contractors
The Impact of IoT for Building Service Contractors info@thinglogix.com www.thinglogix.com 1 Table of Contents The Impact of IoT for Building Service Contractors 2. What is IoT? 3. Increase HVAC system
More informationUsing Big Data Analysis as part of the Commissioning Process
AABC Commissioning Group AIA Provider Number: 50111116 Using Big Data Analysis as part of the Commissioning Process Course Number: CXENERGY1502 Rick Rodriguez, Director, Portfolio & Innovation Building
More informationIndustry Solution. Predictive Asset Analytics at Power Utilities
Industry Solution Predictive Asset Analytics at Power Utilities Overview With pressure from new regulations and consumers, operating with the highest levels of efficiency, reliability and safety is a top
More informationBuilding Energy Management: Using Data as a Tool
Building Energy Management: Using Data as a Tool Issue Brief Melissa Donnelly Program Analyst, Institute for Building Efficiency, Johnson Controls October 2012 1 http://www.energystar. gov/index.cfm?c=comm_
More informationInnovation in Workplace and Workforce Services Patterns of Innovation Enabled by an Internet of Things
John Smart Smarty Chief Strategist, Smarter Infrastructure Innovation in Workplace and Workforce Services Patterns of Innovation Enabled by an Internet of Things 2 Sources JLL, CoreNet 2014 3 Sources MIT
More informationSustainable Smart Laboratories
Sustainable Smart Laboratories Presented by Cristian Monsalves (Moderator) Program Manager, Energy Efficiency Services, NSTAR Panelists Alison Farmer, Project Manager, Andelman and Lelek Engineering John
More informationData Centers That Deliver Better Results. Bring Your Building Together
Data Centers That Deliver Better Results Bring Your Building Together 1 Meeting the high demands of your data center Meeting the increasing heat loads associated with growing computational needs requires
More informationARC VIEW. Services Oriented Drives Support Critical Energy Management and Asset Management Applications through IT/OT Convergence. Keywords.
ARC VIEW OCTOBER 17, 2013 Services Oriented Drives Support Critical Energy Management and Asset Management Applications through IT/OT Convergence By Craig Resnick Keywords Information Technology, Services,
More informationAIR COOLED CHILLER CHILLED WATER PUMP CONTROL: The chilled water pump with the lowest runtime will automatically start when the outside air temperature rises above the system enable setpoint. When the
More informationPPS Energy Management Program. Report to Board of Education June 4, 2012
PPS Energy Management Program Report to Board of Education June 4, 2012 Overview of Presentation Brief Description of Terms Brief Program Review Program Timeline Results Challenges Comments Questions Brief
More informationLeveraging the Power of Intelligent Motor Control to Maximize HVAC System Efficiency
Leveraging the Power of Intelligent Motor Control to Maximize HVAC System Efficiency Because HVAC systems comprise a large amount of a building s operating costs, it makes sense to ensure these systems
More informationPredicting From the Edge in an
Predicting From the Edge in an IoT World IoT will produce 4,400 exabytes of data or 4,400 billion terabytes between 2013 and 2020. (IDC) Today, in the Internet of Things (IoT) era, the Internet touches
More informationRESEARCH BRIEF. Savings and Operational Efficiencies for the Industrial/Warehouse Environment
Savings and Operational Efficiencies for the Industrial/Warehouse Environment October, 2015 3 Internet of Things Savings and Operational Efficiencies for the Industrial/ Warehouse Environment THE (IoT)
More informationBusiness Process Services. White Paper. Leveraging the Internet of Things and Analytics for Smart Energy Management
Business Process Services White Paper Leveraging the Internet of Things and Analytics for Smart Energy Management About the Author Akhil Bhardwaj Akhil Bhardwaj is a Senior Manager in the Analytics and
More informationABSTRACT This paper discusses the need, issues, and solutions for automated monitoring of centrifugal process pumps. Reducing energy and improving
ABSTRACT This paper discusses the need, issues, and solutions for automated monitoring of centrifugal process pumps. Reducing energy and improving reliability are the main drivers for pump monitoring.
More informationDuPont Operational Excellence DELIVERED
DuPont Operational Excellence DELIVERED Transferring Knowledge Transforming Companies If you want to gain a competitive advantage through Operational Excellence, talk to DuPont. We enable businesses to
More informationCATALYST Frequently Asked Questions
CATALYST Frequently Asked Questions Q: What is the CATALYST Efficiency Enhancing Controller (EEC)? A: The CATALYST is a retrofit technology for single-zone, constant-volume, roof top packaged HVAC systems.
More informationKU DESIGN GUIDELINES APPENDIX XVI RECOMMENDED BAS I/O CONTROL POINTS BY EQUIPMENT / SYSTEM
KU DESIGN GUIDELINES APPENDIX XVI RECOMMENDED BAS I/O CONTROL POINTS BY EQUIPMENT / SYSTEM AIR HANDLING UNITS... 1 CHILLERS... 2 COOLING TOWERS... 2 CLOSED LOOP COOLERS... 2 MISCELLANEOUS SUPPLY FANS...
More informationHow To Understand The Benefits Of Big Data
Findings from the research collaboration of IBM Institute for Business Value and Saïd Business School, University of Oxford Analytics: The real-world use of big data How innovative enterprises extract
More informationEnergy Action Plan 2015
Energy Action Plan 2015 Purpose: In support of the Texas A&M University Vision 2020: Creating a Culture of Excellence and Action 2015: Education First Strategic Plan, the Energy Action Plan (EAP) 2015
More informationTRANSFORM METRICS TO MANAGEMENT AND REALIZE BUILDING POTENTIAL
TRANSFORM METRICS TO MANAGEMENT AND REALIZE BUILDING POTENTIAL 02 www.coppertreeanalytics.com Realize building potential REALIZE YOUR BUILDING POTENTIAL The promise of smart buildings was that automation
More informationDATA VISUALIZATION: CONVERTING INFORMATION TO DECISIONS DAVID FRONING, PRINCIPAL PRODUCT MANAGER
DATA VISUALIZATION: CONVERTING INFORMATION TO DECISIONS DAVID FRONING, PRINCIPAL PRODUCT MANAGER SAS WHO WE ARE World leader in analytics Founded in 1976 400 offices world-wide Used at 65,000 sites in
More informationDanny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank
Danny Wang, Ph.D. Vice President of Business Strategy and Risk Management Republic Bank Agenda» Overview» What is Big Data?» Accelerates advances in computer & technologies» Revolutionizes data measurement»
More informationA BIG DATA APPROACH TO ENERGY MANAGEMENT IN RETAIL
www.wiproecoenergy.com A BIG DATA APPROACH TO ENERGY MANAGEMENT IN RETAIL ANALYZE. ACHIEVE. ACCELERATE Table of Content 03... Abstract 04... Architecting Success with Better Buildings Challenge 04... Going
More informationRevolutionizing Data Center Infrastructure Management
Infrastructure Management & Monitoring for Business-Critical Continuity TM Revolutionizing Data Center Infrastructure Management The Trellis Platform A Real-Time Solution to Continuous Performance Improvement
More informationCase Study. Cool and green: Citigroup s Frankfurt Data Center
Zug, April 16, 2015 Cool and green: Citigroup s Frankfurt Data Center In Frankfurt, Siemens helps optimize Citigroup s data center. When it comes to building automation, security technology and power supply,
More informationTool With Best Project Management Skills
The Value of BIM We ADD TO PROJECTS : Tool With Best Project Management Skills - To save time, material management & cash flows - Project reviews and Management reporting - Issueless work at sites - Easy
More informationWhite paper. Control room convergence: Merging industrial monitoring and control systems with data center operations
White paper Control room convergence: Merging industrial monitoring and control systems with data center operations Data centers as an industry Projected increase 2011-2012: Number of data center facilities:
More informationBuilding a power monitoring and management strategy Selecting the software and services needed to keep critical power systems continuously available
White Paper Markets Served Data center & IT By Arthur Mulligan Product Line Manager, Eaton U.S. Power Quality Jim Tessier Product Manager, Eaton IT Hardware and Software Building a power monitoring and
More information7 Best Practices for Increasing Efficiency, Availability and Capacity. XXXX XXXXXXXX Liebert North America
7 Best Practices for Increasing Efficiency, Availability and Capacity XXXX XXXXXXXX Liebert North America Emerson Network Power: The global leader in enabling Business-Critical Continuity Automatic Transfer
More informationCommissioning - Construction Documents (Page 1 of 6)
Commissioning - Construction Documents (Page 1 of 6) A. General Information Climate Zone: Building Type: Conditioned Area (sf): Reviewer's Name: Reviewer's Agency: Note: Design Review for each system/subsystem
More informationHow to Analyze and Communicate Preventive Maintenance Address Now or Pay Later
How to ANALYZE AND COMMUNICATE PREVENTIVE MAINTENANCE - ADDRESS NOW - OR PAY LATER Tuesday, February 22, 2012, 10:15 a.m. 11:30 a.m. John Poytress Moderator Clovis USD Doug Halverson Presented by Clovis
More informationTapping the Power. of Service Analytics
Tapping the Power WHITEPAPER of Service Analytics An Astea International White Paper 1 Introduction Field service organizations now have access to an unprecedented amount of data about the performance
More informationTOWER RENEWAL CASE STUDY
TOWER RENEWAL CASE STUDY Energy Monitoring and Management: A Case Study of Brentwood Towers, Toronto Executive Summary Through good management, and new technologies, O Shanter Development has achieved
More informationDemystifying Big Data Government Agencies & The Big Data Phenomenon
Demystifying Big Data Government Agencies & The Big Data Phenomenon Today s Discussion If you only remember four things 1 Intensifying business challenges coupled with an explosion in data have pushed
More informationBig Data Analytics. An Introduction. Oliver Fuchsberger University of Paderborn 2014
Big Data Analytics An Introduction Oliver Fuchsberger University of Paderborn 2014 Table of Contents I. Introduction & Motivation What is Big Data Analytics? Why is it so important? II. Techniques & Solutions
More informationLeverage the Internet of Things to Transform Maintenance and Service Operations
SAP Brief SAP s for the Internet of Things SAP Predictive Maintenance and Service SAP Enterprise Asset Management Objectives Leverage the Internet of Things to Transform Maintenance and Service Operations
More informationChapter-5 Introduction to Building Automation System (BAS)
Chapter-5 Introduction to Building Automation System (BAS) Chapter-5 Introduction to Building Automation System (BAS) ၅.၁ Introduction Building Automation System(BAS) sub system equipment service monitor
More informationof The New England Water Works Association
Journal Our 132nd Year of The New England Water Works Association Volume 127 No. 2 June 2013 PUTNAM WATER TREATMENT PLANT AQUARION WATER COMPANY OF CONNECTICUT GREENWICH, CONNECTICUT New England Water
More informationThe Canadian Realities of Big Data and Business Analytics. Utsav Arora February 12, 2014
The Canadian Realities of Big Data and Business Analytics Utsav Arora February 12, 2014 Things to think about for today How Important is Big Data for me? Why do I need to implement Big Data and Analytics
More informationOPTIMUS SBR. Optimizing Results with Business Intelligence Governance CHOICE TOOLS. PRECISION AIM. BOLD ATTITUDE.
OPTIMUS SBR CHOICE TOOLS. PRECISION AIM. BOLD ATTITUDE. Optimizing Results with Business Intelligence Governance This paper investigates the importance of establishing a robust Business Intelligence (BI)
More informationAsset Management: A Best Practice
Asset Management: A Best Practice Purpose Introduction This guide will help you understand: The definition of Asset Management. Why asset management is important to your utility. The best practices in
More informationFrom Technical Maintenance towards Managed Services
From Technical Maintenance towards Managed Services Thomas Lundin Executive Vice President & CEO, Division Sweden Capital Markets Day in Aachen September 9, 2015 Increasing demand for Managed Services
More informationBig Data Analytics for Smart Cities IAMOT 2015, June 08-11 Cape Town- South Africa Siemens AG 2015. All rights reserved. siemens.
Dr. Osman Ahmed, Ph.d. P.E. Senior Director and Head of Innovation Building Technologies. Osman.ahmed@siemens.com Big Data Analytics for Smart Cities IAMOT 2015, June 08-11 Cape Town- South Africa Two
More informationsmart grid communications Management
smart grid communications Management Madhu Nunna - Ericsson Product Manager, Utilities 10th Annual Smart Utilities Australia & New Zealand Melbourne, November 20 th 2012 Industry overview Utilities are
More informationPresented by. Dr. Osvaldo A. Bascur, IP and OSIPress Initiative
Enabling Enterprise Operational Intelligence in the Process Industries: Improvements, Innovation and Reinvention Presented by Dr. Osvaldo A. Bascur, IP and OSIPress Initiative Abstract: Large industrial
More informationCase Study. Vermont Hospital: Advanced Analytics as a Preventative Maintenance Tool
Case Study Vermont Hospital: Advanced Analytics as a Preventative Maintenance Tool August 1, 2015 Contents Overview... 3 Location... 4 Issue Description... 4 The Results... 5 Issue 1: Improper damper actuator
More informationWhite Paper. Making Sense of the Data-Oriented Tools Available to Facility Managers. Find What Matters. Version 1.1 Oct 2013
White Paper Making Sense of the Data-Oriented Tools Available to Facility Managers Version 1.1 Oct 2013 Find What Matters Making Sense the Data-Oriented Tools Available to Facility Managers INTRODUCTION
More informationPOSITION DESCRIPTION
TITLE: Maintenance II - HVAC REPORTS TO: DEPARTMENT: Buildings and Grounds CLASSIFICATION: Director of Buildings and Grounds Buildings and Grounds Bargaining Unit I. Accountability Objectives: Primarily
More informationPreventive Maintenance Strategies and Technologies Can Pave the Path for Next Generation Rooftop HVAC systems
Preventive Maintenance Strategies and Technologies Can Pave the Path for Next Generation Rooftop HVAC systems Ramin Faramarzi, P.E. Technology Test Centers October 14, 2014 Overview 1. Why is HVAC maintenance
More informationAnalytics Strategy Information Architecture Data Management Analytics Value and Governance Realization
1/22 As a part of Qlik Consulting, works with Customers to assist in shaping strategic elements related to analytics to ensure adoption and success throughout their analytics journey. Qlik Advisory 2/22
More informationJAPAN UNIVERSE. RICH DATA & the Increasing Value of the INTERNET OF THINGS. The DIGITAL UNIVERSE of OPPORTUNITIES GET STARTED COUNTRY BRIEF
COUNTRY BRIEF The DIGITAL of OPPORTUNITIES RICH DATA & the Increasing Value of the INTERNET OF THINGS - With Research & Analysis By - APRIL 2014 GET STARTED Digital Universe in Japan IDC analyzed the Digital
More informationImpact of Control System Technologies on Industrial Energy Savings
Impact of Control System Technologies on Industrial Energy Savings Priyam Parikh Industrial Assessment Center Texas A&M University Bryan P. Rasmussen Industrial Assessment Center Texas A&M University http://farolconsulting.com/?page_id=110
More informationAttached is a link to student educational curriculum on plug load that provides additional information and an example of how to estimate plug load:
Energy Conservation Tip #1 Always turn off all lights when you leave a room or when they are not needed. It is estimated that 26% of a building s electricity is used for lighting. For D-11 this equals
More informationNECAQ Sustainability Program The Business Case
NECAQ Sustainability Program The Business Case Key messages Energy efficiency is a fundamental element in the progression towards a future low-carbon economy. Actions to increase energy efficiency can
More informationTysons Sustainability Summit Evidence Based Urban Design. Roger E. Frechette III, PE, LEED-AP
Tysons Sustainability Summit Evidence Based Urban Design 2013 Autodesk Roger E. Frechette III, PE, LEED-AP Live in Harmony with Nature Transit Community Energy Waste Air Quality Water Yujiapu Financial
More informationThe Rise of Industrial Big Data
GE Intelligent Platforms The Rise of Industrial Big Data Leveraging large time-series data sets to drive innovation, competitiveness and growth capitalizing on the big data opportunity The Rise of Industrial
More informationhigh performance solutions for a connected world
GE Intelligent Platforms delivers high performance solutions for a connected world Mark Pipher GM, Real Time Operational Intelligence Sources: 1. Wall Street Journal, 11/2/11; 2. More than 50 billion connected
More informationMeet the New Standard. in Building Management Solutions for Commercial Buildings
Meet the New Standard in Building Management Solutions for Commercial Buildings Is your building performing at its best? Learn why a growing number of commercial building owners and managers are turning
More informationData Center Infrastructure Management. optimize. your data center with our. DCIM weather station. Your business technologists.
Data Center Infrastructure Management optimize your data center with our DCIM weather station Your business technologists. Powering progress Are you feeling the heat of your data center operations? Data
More informationGeorgian Bay General Hospital Strategic Energy Management Plan 2014
Georgian Bay General Hospital Strategic Energy Management Plan 2014 TABLE OF CONTENTS TABLE OF CONTENTS... 2 INTRODUCTION... 3 ENERGY MANAGEMENT VISION... 4 GUIDING PRINCIPLES FOR STRATEGIC ENERGY MANAGEMENT...
More informationC-QM Advanced Sales Training
1 PG&E Commercial HVAC Quality Maintenance Program C-QM Advanced Sales Training Presented by Honeywell Smart Grid Solutions Revised 7.24.2014 Agenda 2 Sales Process Overview Sales Needs and Steps Quality
More informationPredictive Maintenance Strategy for Building Operations: A Better Approach
Predictive Maintenance Strategy for Building Operations: A Better Approach by Robert Hemmerdinger Executive summary Maintenance costs account for almost as large a percentage of a facility s operating
More informationMI Building Intelligence System (MI-BIS) Information Communication Technology (ICT) Innovations
Title: Category: State: MI Building Intelligence System (MI-BIS) Information Communication Technology (ICT) Innovations Michigan Contact Information: Keith Paasch Director, Building Operations Michigan
More informationDriving Business Value with Big Data and Analytics
Emily Plachy informsny September 17, 2014 Driving Business Value with Big Data and Analytics Business Analytics Transformation Making IBM a Smarter Enterprise Agenda Case studies Human Resources: Detect
More informationThe Semiconductor Industry: Out in Front, but Lagging Behind Tom Mariano Published September, 2014
As seen in The Semiconductor Industry: Out in Front, but Lagging Behind Tom Mariano Published September, 2014 Capital equipment suppliers must provide advanced analytical systems that leverage data generated
More informationTim Facius Baltimore Aircoil
Presented By: Tim Facius Baltimore Aircoil Slide No.: 1 CTI Mission Statement To advocate and promote the use of environmentally responsible Evaporative Heat Transfer Systems (EHTS) for the benefit of
More informationEnterprise Remote Monitoring
Enterprise Remote Monitoring Alarm Management, Predictive Maintenance, Advanced Network Security Services For Business-Critical Continuity Can You Really Afford Not To Know? Loss of productivity and the
More informationManaged Services - How to Manage Your Site Controls Energy System
www.siemens.com/sitecontrols Save up to 6% more on energy costs and improve asset life by up to 25% Get the most out of your energy management system with Managed Services for Site Controls Answers for
More informationA Ready Business has total visibility and control. Seamlessly manage your global telecommuncations in a secure environment
A Ready Business has total visibility and control Seamlessly manage your global telecommuncations in a secure environment 2 We live in a world of rapid and unpredictable change 22% Only 22% of businesses
More informationTraining Engineers for Managing Intelligent HVAC Systems in Modern Office Buildings
Training Engineers for Managing Intelligent HVAC Systems in Modern Office Buildings Bethany Robinson, Matthew Knowles, and Jian-Qiao Sun, University of California, Merced ABSTRACT In today s changing climate
More informationCriteria for Building Automation Dashboards
This article was published in ASHRAE Journal, May 2015. Copyright 2015 ASHRAE. Posted at www.ashrae.org. This article may not be copied and/or distributed electronically or in paper form without permission
More informationRedefining Infrastructure Management for Today s Application Economy
WHITE PAPER APRIL 2015 Redefining Infrastructure Management for Today s Application Economy Boost Operational Agility by Gaining a Holistic View of the Data Center, Cloud, Systems, Networks and Capacity
More informationPredictive Analytics uses data
Predictive Analytics in Equipment Reliability Programs Predictive Analytics in conjunction with Threat Based Maintenance (TBM ) reduces and, in some cases, can eliminate the need to perform time-based
More informationData Centers: Definitions, Concepts and Concerns
Data Centers: Definitions, Concepts and Concerns Arash Mousavi DCC September 2013 Agenda 1. Introduction 2. Issues in Modern Data Centers: Siemens Integrated Data Center Solutions 3. Issues in Modern Data
More informationUtilizing big data to bring about innovative offerings and new revenue streams DATA-DERIVED GROWTH
Utilizing big data to bring about innovative offerings and new revenue streams DATA-DERIVED GROWTH ACTIONABLE INTELLIGENCE Ericsson is driving the development of actionable intelligence within all aspects
More informationFIELDBUS DIAGNOSTICS: LATEST ADVANCEMENTS OPTIMIZE PLANT ASSET MANAGEMENT
FIELDBUS DIAGNOSTICS: LATEST ADVANCEMENTS OPTIMIZE PLANT ASSET MANAGEMENT Stephen Mitschke, Manager-Fieldbus Products Fieldbus Foundation Acceptance of the Fieldbus Foundation s open, nonproprietary technology,
More informationFinancial Data Model Standardization
2081 Business Center Dr. Irvine, CA 92612 800.215.4671 www.zendeux.com Financial Data Model Standardization A Zendeux Business Data Solutions White Paper Majd Izadian Managing Partner Contents Client:
More informationSPECIAL ISSUE: NATIONAL SCIENCE FOUNDATION WORKSHOP
research journal 2013 / VOL 05.01 www.perkinswill.com SPECIAL ISSUE: NATIONAL SCIENCE FOUNDATION WORKSHOP ARCHITECTURE AND ENGINEERING OF SUSTAINABLE BUILDINGS Current Trends in Low-Energy HVAC Design
More informationHarnessing Data for Value Creation Call-for-Collaboration (CFC)
Avanade Inc. Harnessing Data for Value Creation Call-for-Collaboration (CFC) 13 th June 2012 Kevin Wo Vice President & Country Manager, Singapore Pascal Brenner Head of Business Intelligence The Avanade
More informationEnergy-Saving Systems For Small Buildings
Energy-Saving Systems For Small Buildings Trusted Partner For Energy Savings And Control Honeywell has long been a pioneer in energy savings, beginning in 1885 with the invention of the Damper Flapper,
More informationContinuous Energy Management at UC San Diego. Anna Levitt, P.E. Assistant Energy Manager June 13, 2013
Continuous Energy Management at UC San Diego Anna Levitt, P.E. Assistant Energy Manager June 13, 2013 UC San Diego: A 42 megawatt Microgrid With a daily population of over 45,000, UC San Diego is the size
More information