energy data analysis techniques

www.teamenergy.comEnterprise Energy and Carbon Management Solutions

Best Practice Meter Data Analysis Techniquesthat serve to

Highlight Waste and Improve Energy EfficiencyUsing TEAM Sigma

Stuart TurveyICT Enabled Technologies

29th February 2012


What Data is Available• Accept any data from ANY source • All data held in a single, centralised database• Database provides a “single point of truth” for all analysis, reporting and compliance requirements

File Types•xls, txt, csv, xlsx, prn, html, xmlDevices•Meters, loggers, sensors, building management systems, multi vendor data collection systemsDatabases•Oracle, MSQL, MySQL, ODBCLocations•LAN, WAN, VAN, WebDelivery Methods•Email, ftp, sftp, ip, sms, obix


Standard Reporting Outputs• Numerous cross company deliverables• Aggregates and reports data in all units and frequencies• Accommodates all known conversion factors• Automate data/report delivery• Inbuilt report design tools

Documents•MSoffice, pdfWeb•Sigma dashboard, intranet, digital signage, desktop gadgets, smartphone appsFile types•xls, txt, csv, xlsx, prn, html, xmlDelivery Methods•Email, ftp, sftp, sms


Standard Reporting Outputs - Benchmarking• Data at a ‘site’ level grouped with its peer group• Consumption, cost or CO2 League Tables of Performance• Multiple Normalising Data Streams

– Floor Area, Occupancy, Building Ratings e.g. BREEAM, LEED, ETC

• Highlight good and poor performing sites to target for audit or investment• Identify best practice energy efficient behaviours


Standard Reporting Outputs - Analysis• Understand how load profiles correlate with operational plant and controls• Identify anomolies in daily load profiles• Query significant changes in predicatable profiles• Remedy and implement systems or tighter monitoring to avoid repeat occurrences


Standard Reporting Outputs – aM&T

£35,000 Over 19 days!


Standard Reporting Outputs – aM&T• Identify correlations between variable data and energy consumption• Set control limits to alert users to unexpected behaviours• Send alerts to system users when control limits are breached• Measure and Verify the kWh, £ & CO2 impacts of poor performance or EE Improvement

Projects• Remedy and implement systems or tighter monitoring to avoid repeat occurrences• Reset Baselines and control limits as Energy Efficiency and Performance Improves


Additional Benefits – Behavioural Change

THE RIGHT INFORMATION TO THE RIGHT PEOPLE

AT THE RIGHT TIME

• Building Occupier Engagement Dashboards• Portfolio Performance Dashboards for CSR & GHG Reporting• Tailored Roles and User Based Access


Stakeholder Requirements

3rd PartyConsultant(s)Maintenance

Manager(s)

EnergyManager(s)

Senior Management

AssetManager(s)

Director(s)

I need to know that our management team are doing their job well. Confidence in the reduction of risk and enhancing organisation value and reputation are key.

Finance

Forecasting costs for budgets are key to me to mitigate any financial risk and potentially increase profits. I also need to ensure we are auditable under CRC EES.

Facilities Manager(s)

Efficiency is key to my operation, I need standardisation and processes to maintain consistency. My building changes continually the processes need to allow for this.

I want to be able to do my part in reducing costs and emissions. Information on how to do this and on our progress should be available to make this happen.

I seem to take all the responsibility! I need to implement process to enable responsibility to be shared.

Company Lawyer

I need to ensure my client remains free from liability and prosecution.

External Auditor

My job is to ensure that organisations accounts, records and evidence packs are above board. Are you ready for me?


Thankyou!

[email protected]

www.teamenergy.com

Skype: sturvey62

For more information or a software demonstration

please contact

mailto:[email protected]

http://www.teamenergy.com/

energy data analysis techniques

Data & Analytics