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WPs 2.1, 2.2, 2.3, 2.4, 2.5 Graeme Maidment

WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

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Page 1: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WPs 2.1, 2.2, 2.3, 2.4, 2.5

Graeme Maidment

Page 2: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

i-STUTE cooling based projects

WP2.1. and WP2.2 Supermarket refrigeration

WP2.3 . Data centres

WP2.4. Transport refrigeration

WP2.5. Integrated heating and cooling

Cost of ownership

Carbon/ energy

Materials, resources & waste

Integration

Page 3: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP 2.1 and 2.2 Retail refrigeration Background

• 40-70% of energy in supermarkets used for refrigeration

• UK retail refrigeration ~ 9-10 TWh/year

– ~75% chilled, ~25% frozen • 1.5% of UK energy used by retail

• ~7.3 Mt CO2 (~26% direct, ~74% indirect)

• Temperature control, carbon emissions increase at consumer end of cold chain

Deliverables

• Refrigeration road map

• State of the art display cabinet

1 http://www.igd.com/index.asp?id=1&fid=1&sid=7&tid=26&cid=941

Page 4: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP 2.1 Retail chilling and freezing

• WP2.1.1 – Technologies will be initially investigated and sifted

• WP2.1.2 – In parallel with WP2.1 technologies will be investigated with a proof of concept prototype

• WP2.1.3 – Non technical barriers preventing uptake, will be assessed ie customer reaction, implementation, cost-benefit, incentives

• WP2.1.4 –A trial of the prototype in-store with ASDA WP

s

Page 5: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Road map

• Road map updated:

• Includes:

– Updated refrigeration

– HVAC

– Cooking

– Food prep

– Heating

Page 6: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

The model

• Supermarket model further developed

• Store modelled - ASDA Weston-Super-Mare

• Typical large supermarket

• Model can be adapted to different store sizes and configurations

Page 7: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Road map model

• Asda (WSM) - electrical energy use in 2014 2874 MWh/year

• Refrigeration:

– Store power meters 1309 MWh/yr

– Predicted 1157 MWh/yr (-11.6%)

Page 8: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Unmetered • Some unmetered energy (not possible to

quantify): – Customer cafe

– Staff cafe

– Outside (lights)

– Offices

– Lighting (not sales area)

– Frost protection

– ?

Page 9: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Carbon savings – direct + indirect

Page 10: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Carbon savings - direct

Page 11: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Carbon savings - indirect

Page 12: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

MACs

• Divided into:

– Retrofit

– Refit

– New store

• Sequential impact of technologies considered

• CO2 conversion factor = 0.4943 kgCO2e

• Payback time = 2 years

Page 13: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

MACC – retrofit

Page 14: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

MACC – re-fit

Page 15: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

MACC – new store

Page 16: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

MACs • Almost all retrofit technologies have negative cost

per tonne of CO2 abated

• Less re-fit options have negative cost per tonne of CO2 abated but still several (note that very little difference between options in terms of order apply technologies)

• Costs for re-fit options more expensive in terms of cost per tonne of CO2 abated

• New store – much higher cost per tonne of CO2 abated

Page 17: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Best technology cabinet

• Epta cabinet obtained

• Chilled multi-deck (open fronted)

• Remotely operated

• Will be tested to identify best technologies to apply

• EN23953 test

Page 18: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP2.1 Deliverables

• Contact with CSEF, agreed to create dynamic supermarket model with team at Brunel

• Keynote for ICEF12 (Quebec)

• Opportunity to publish book from road map work

• Paper published at IIR conference

• Peer reviewed paper on technological options (IJR)

Page 19: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP 2.2 Retail refrigeration

• Not started yet

• A blank sheet of paper

Page 20: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP2.3 - Data Centre Cooling

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Background • Data centres currently account for approx. 2-3% of

total electricity consumption in the UK

• Typically, approx. 50% of data centre energy is used for cooling and humidification

• Data centres are generally air cooled and the

heat dissipated to ambient

• Limited focus on heat recovery

Deliverables • Roadmap/report on cooling

• Detailed investigation - integrated cooling, heat

recovery and heat transfer.

Page 21: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Options for waste heat recovery from data centres 1

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Heat recovery from CRAC/CRAH return air in data centre

Heat recovery from chilled water in data centre

Page 22: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Options for waste heat recovery from data centres 2

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Waste heat recovery from liquid cooled data centre

Page 23: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

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Data centre test facility Overall aims: 1. Construct a test facility to simulate a conventional server rack producing 5-

10 kW of heat 2. Focus initially on air cooled data centres 3. Apply a range of thermal management approaches i.e. cooling methods

and waste heat recovery approaches 4. Evaluate the quantity and quality of waste heat recovered in each case 5. Estimate the potential energy, carbon and cost savings

Page 24: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Options for air flow management for test facility

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• Underfloor (plenum) cold air supply • Cold air containment (using 2nd plenum)

• Cold air supply above floor • Cold air containment using duct and plenum

• Cold air supply above floor • Cold air containment using expanding duct

• Cold air supply above floor (uncontained) • Hot air containment using plenum and duct

Page 25: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

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Overall design for test facility

• Water will be pumped to a dry cooler outside the laboratory

• Heat will be rejected to ambient air

• However, heat carried in water could be recovered

• Heat flow meter will be used to quantify the recovered heat

(Note: initially cold air containment will be used in data centre room)

Page 26: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

New cooling method for data centres

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• A new cooling method for data centres - the use of mains water - CIBSE

• Mains water properties:

(i) temperature between 5 - 20°C

(ii) distributed trunk water main across London

(iii) increasing mains supply temperature by 1°C requires 100 MW heat

(iv) 5-6°C could be added i.e. 500-600 MW

• Could replace mechanical chillers in many applications e.g. data centres, London underground stations, large buildings

Page 27: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Benefits of using mains water for cooling

27

• Large energy, carbon and cost savings–

• trunk water mains located close to many sites - low CAPEX

• Raising temperature of water mains reduces leakage, saving water and costs

• Higher mains water temperature reduces energy input for DHW

• cost savings digging up roads

Page 28: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Potential energy, carbon and cost savings c.f. conventional cooling

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Data Centres London Underground Stations

Minimum Average Maximum Minimum Average Maximum

Heat output/cooling rate required (MW) 0.25 2.80 28.09 0.50 1.50 2.50

∆t (°C) (for a single trunk main) 0.2 2.23 22.37 0.40 1.19 1.99

Operating hours per year (h) 8760 8760 8760 6570 6570 6570

Total cooling required per year (MWh) 2,190 24,528 246,111 3,285 9,855 16,425

Annual electricity use (MWh) 1,095 12,264 123,056 1,643 4,928 8,213

Cost savings on electricity per annum (£) £109,500 £1,226,400 £12,305,566 £164,250 £492,750 £821,250

Carbon savings per annum (tonnes) 488 5,463 54,819 732 2,195 3,659

Assumptions: • Typical heat output/cooling rates for single data centre or underground station • All cooling currently provided by air conditioning systems with a COP of 2 • LU stations require cooling for 18 h per day; data centres require 24 h cooling • Cost of electricity £0.10 per kWh • Carbon factor of 0.44548 kg/kWh

Page 29: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Next steps

• Construction and commissioning of data centre test facility

• Detailed feasibility study of potential for using mains water for large scale cooling

• Establish cooling trials using mains water

• PhD study on use of mains water for cooling applications

Page 30: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP 2.3 Current and Future Deliverables

• Two conference paper abstracts to CIBSE Technical Symposium (April 2016),

• Advising Govt - data centre emissions

• Construction and commissioning of data centre test facility, by April 2016

• Conduct tests and determine waste heat recovery for a range of configurations (from May 2016)

• Work on mains water cooling trial for LU/ data centre 2016

• Establish PhD project on use of mains water cooling, by April 2016

• Internal report on cooling of data centres – October 2014

• Initial internal heat recovery report – December 2014

• Dissemination – paper on data centre waste heat recovery - CIBSE technical symposium April 15

• Journal paper on heat recovery accepted

• Roadmap on data centre cooling – finalise and publish report by 1st Nov 2015

Page 31: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Background • UK primary food distribution by RRT uses 40% more

energy than non-refrigerated vehicles • Environmental Impact

• Indirect emissions - • Transportation - 2 Mtonnes of indirect CO2

emissions from the engine alone. • Refrigeration - ????

• Direct emissions - • RRT units leak up to 30% of their total

refrigerant charge per year

• System Durability & Reliability

Deliverables • Development of a model to investigate direct and

indirect emissions • Optimising system performance

WP2.4 refrigerated road transport (RRT)

Page 32: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Research Plan 1. Investigate different types RRT vehicle

technologies

2. Analyse maintenance and leakage records to:

a) Identify problematic components/ sources of refrigerant leakage

b) Suggest generic solutions for leak tight systems

3. Develop a model to; a) Estimate direct/ indirect carbon emissions b) Evaluate the effectiveness of various

concepts

4. Measure actual RRT data

5. Validate and optimise model

6. Industry report & PhD thesis

32

Page 33: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Analyse maintenance and leakage records

• MS Excel Based • Captures essential information

• Itemizes and maps each fault to

distinct categories and sub-components.

• Easily sort data and analyse to determine where leaks or faults are commonly found.

A refrigerant leakage and analysis tool

has been developed

33

A sample analysis of RRT service records showed that the bulk of the faults (i.e. 40%) were located in the condenser.

Page 34: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

RRT System Performance Model Development

A model to predict the performance of RRT systems.

• Preliminary steady state model. • MS Excel based.

• last-mile RRT vehicle -urban distribution.

• Calculates refrigeration heat loads and

emissions.

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PHASE 1

Results • refrigeration system account for 4% -

24% of the fuel for motive work • field data suggest a range of 15-25%

(Hutchins, 2007).

Future work will include:

• Revising the model assumptions based on actual data measurements.

• Developing PHASE 2 of the model to incorporate transient parameters.

Page 35: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

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Refrigeration Performance Model - System Details

Page 36: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

• 3 last mile RRT Sprinters instrumented

• Fleetboard – engine and road/ location profile

• Refrigeration fuel use

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Collecting data and analysis

Page 37: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

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Project Schedule

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Today

Develop Model - May 2014 - Mar 2016

Data Collection & Analysis- May 2015 – Mar 2016 • Instrument transport refrigeration unit- Oct 2015

• Start data analysis – Nov 2015

Page 38: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Next immediate steps

• Continue to design and test methodology for data collection on the refrigeration unit.

• Continue to collect data from the RRT system (i.e. insulated box and

refrigeration units).

• Conduct data analysis on the road performance of home delivery refrigerated vehicles

Page 39: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP 2.4 Deliverables

• Developed a steady state model and leakage analysis tool

• Delivered conference paper and oral presentation at the 24th IIR -ICR 2015- Aug 2015

• Drafted journal paper

• Feedback from the refrigerant leakage analysis tool influenced

Manufacturer to change their system design to minimize leakage

• Initiated research survey and collection of operational data:

– Obtained signed NDA for the collection of data from Fleet Owner

– Gained the support of Transport Temperature Control Engineers

– Initiated collection of operational data. Three (3) refrigerated vehicles

have been instrumented with temperature recorders to monitor the insulation boxes.

• Initiated methodology design to collect data from the transport refrigeration unit

Page 40: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Background

• To investigate the interactions of underground railway tunnels and ground heat exchangers

• To investigate the potential indirect use of waste heat from the tunnels to heat buildings above

ground.

Deliverables

• Development of a model

• Case study materials

INTERACTIONS

Page 41: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

2. Project time line with the key milestones

Stage 1 & 2 Stage 3 Stage 4 Stage 6 Stage 7

• Preliminary 2D model has been developed • A 3D model development is currently ongoing

Page 42: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

3. Key achievements

• Preliminary 2D model has been developed

• The up to date work has been presented on the 24th IIR Congress on Refrigeration,

in August 2015 in Yokohama, Japan.

• A manuscript was accepted for publication in September 2015.

• 3D model development has started.

• An abstract was submitted to the 2016 CIBSE Technical Symposium in September

2015.

Page 43: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

4. Results

2D model geometry

Analysis

Page 44: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

2D simulation results of different parallel running tunnels

Page 45: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Start of the 3D modelling work…

Page 46: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

5. Immediate next steps

• Further development of the 3D model.

• Draft a manuscript for the 2016 CIBSE Technical Symposium (Subject to abstract

acceptance).

Page 47: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

WP 2.5 Deliverables

• Finalise 2D model development– July 2015

• Conference paper presentation – August 2015

• Summary report on the 2D modelling work – September 2015

• Journal paper publication accepted– September 2015

• Abstract submitted for CIBSE Tech Sym – April 2016

Page 48: WPs 2.1, 2.2, 2.3, 2.4, 2 files/Progress AB October 2015/October... · WP 2.1 and 2.2 Retail refrigeration Background • 40-70% of energy in supermarkets used for refrigeration •

Questions