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Life Cycle Assessment as a Tool for
the Selection of Optimal Power
Systems
Peilin Zhou, peilin.zhou@strath.ac.uk
Department of Naval Architecture, Ocean &
Marine Engineering
University of Strathclyde
UK
2
Background
ship industry, life cycle assessment
Methodology
LCA, LCCA, RA and MCDA
Case study and results
Previous works
Discussions and Conclusions
Future Work
0
4000
8000
12000
16000
20000
24000
1980 1990 2000 2010 2020 2030 2040
SOx
emissions
(1000
metric
tons)
Year
SOx emissions
Land-based sources
International
shipping
 Environmental issues have
been continuously drawing
attentions;
 Owing to high operation cost
(OPEX) of traditional power
systems and serious
environmental situation, the
usage of hybrid power system
on board is increasingly
attracting attentions;
30/04/2019
LCA as a tool to select the optimal alternative
3
0
1
2
3
4
5
2000 2005 2010 2015 2020 2025
Sulphur
emisison
(%)
Year
Sulphur emission vs Year Outside ECA
Inside ECA
0
10
20
0 500 1000 1500 2000 2500 3000
Emission
levels
g/kWh
RPM
Emission levels vs RPM
Tier I, 2000
Tier II, 2011
Tier III, 2016*
0
10000
20000
1980 1990 2000 2010 2020 2030 2040
NOx
emissions
(1000
metric
tons)
Year
NOx emissions
Land-based sources
International shipping
 Available emission control
technologies
 Many other alternatives available
 High demands in performance
evaluation
 Cost consideration
 Environmental impacts
 Other factors
 Multiple impacts decision making
30/04/2019
LCA as a tool to select the optimal alternative
4
-50
0
50
100
150
200
250
300
350
400
450
Capital
Cost
-
Operation
cost
Technology
Cost of emission control technologies
Opex
($/MWh)
Capex
($/kW)
Cost or
environmental
friendly?
Why not both?
How?
 Life Cycle Assessment:
 compilation and evaluation of the inputs, outputs and the potential environmental
impacts of a product system throughout its life cycle
 Life Cycle Cost Assessment:
 a method for assessing the total cost which takes into account all costs of
acquiring, owning, and disposing of a product or system
 Risk Assessment:
 a systematic process of evaluating the potential risks that may be involved in a
projected activity or undertaking.
 Multi-criteria decision making:
 making preference decisions (such as evaluation, prioritization, selection) over the
available alternatives that are characterized by multiple, usually conflicting,
attributes
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LCA as a tool to select the optimal alternative
5
 LCA has been considered to be a widely used evaluation method to determine
the benefit or performance of a product or a system from its cradle to grave.
 With LCA, the life phases and main activities of the product/system will be
identified and the related cost and emission release will be determined.
 With the help of decision making method, it is a feasible and trustworthy way
to evaluate the performance of the target.
 Considering many different aspects of the target, i.e. environmental, cost and
risk impact, the evaluation could be extensively comprehensive.
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LCA as a tool to select the optimal alternative
6
 Life Cycle Assessment
 From cradle to grave
 Environmental impacts
 Optimal alternative
 Literatures
 ISO 15686-5:2017, 14040:2006 &
14044:2006;
 Jeong et al., 2018, An effective
framework for life cycle and cost
assessment for marine vessels aiming
to select optimal propulsion systems.
J. Clean. Prod. 187, 111–130.
 Blanco-Davis, E., Zhou, P., 2014. LCA
as a tool to aid in the selection of
retrofitting alternatives. Ocean Eng.
77, 33–41.
 Alkaner, S., Zhou, P., 2006. A
comparative study on life cycle
analysis of molten carbon fuel cells
and diesel engines for marine
application. J. Power Sources
30/04/2019
LCA as a tool to select the optimal alternative
7
 Set up goal and scope by
 Target
 Results
 Assumptions
 Inventory setup
 Data collection
 Normalize to functional unit
 Data aggregation
 Refine scope
 Determine
impacts/performance
 Select impact categories
 Assign emission to categories
 Determine results
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LCA as a tool to select the optimal alternative
8
Schematic chart of life cycle assessment
Schematic chart of life cycle inventory analysis
 One example of LCA and LCCA flow
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LCA as a tool to select the optimal alternative
9
Overview procedure of LCA study
 Hybrid Propulsion System
 Goal: to compare the performance of
different propulsion system
 Functional unit: cost spent through
whole life span (30 years)
 Data: collection from different sources
or use engineers’ judgements
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LCA as a tool to select the optimal alternative
10
Case vessel specification and operation profile
Specification
Length × Breadth × Depth 39.99 m × 12.2 m × 1.73 m
Displacement (t) 100 tons (Steel)
Engine configuration
Hybrid (Actual) Alternative 1 (DE) Alternative 2 (DM)
360 kW × 3 sets (3.2 tons)
+ 350 kW lithium-ion battery × 2 sets (3.5 tons)
360 kW × 3 sets
(3.2 tons)
450 kW × 2 sets
(4 tons)
Operational profile
Category Sailing Manoeuvring Port
Daily operation hours 6 0.6 3.72
Required propulsion
power (kW)
322 144 87
 Hybrid Propulsion System
 Drawing for various propulsion systems
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LCA as a tool to select the optimal alternative
11
 Characteristics of Hybrid Propulsion Systems
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LCA as a tool to select the optimal alternative
12
 Advantages
 Low Fuel Consumption
 MDO 0.05 €/kWh;
 Emission release due to fuel
consumption reduced;
 Long maintenance intervals:
Hybrid system has less engine
operating hours than other
systems;
 Disadvantages
 More shore power required
 Electricity (day) 0.15€/kWh
 Electricity (night)
0.07€/kWh
 More upstream emission from
electricity production;
 High capital investment on
battery packs
 Results of LCA and accumulative cost over ship life years
30/04/2019
LCA as a tool to select the optimal alternative
13
Environment impact of three alternatives Cost accumulation of three alternatives
Hybrid system is the
optimal alternative.
Payback at
year 8
 Overall comparison: cost-environment-risk perspective
30/04/2019
LCA as a tool to select the optimal alternative
14
14.0 13.7
25.0
3.4 4.3
4.5
1.1
1.4
1.8
0.0
5.0
10.0
15.0
20.0
25.0
30.0
35.0
Hybrid DE DM
Total
cost
(Million
Euro)
Analysis results based on initial (actual) scenario
Cost
Environment
Risk
 Utilization of Solar
Panel Array
 Case study ship
specifications
 Solar panel cost
~$28,840
30/04/2019
LCA as a tool to select the optimal alternative
15
Vessel specification Operational profile
Name Hizir Reis Category Sailing Manoeuvring
Flag Turkey Operation profile (hours) 9 1
LOA (m) 41.98 Engine Load (%) 85% 50%
B (m) 10 Power required (kW) 1078 634
Gross tonnage
(tonne)
327 SFOC (g/kWh) 190 194
SLOC (g/kWh) 2.85 4.85
Fuel type HFO Solar panel installations
Annual operation days 325
Available area 400 m2
Area per panel 1.94 m2
Engine power (kW) 634×2 Number of panels used 206
Life span (years) 25 Power output per panel 0.35 kW
Year built 2012 Total output power 72.1 kW
 LCA model established With GaBi software
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LCA as a tool to select the optimal alternative
16
Solar
system
 Comparison of
LCA results
 Comparison of
LCCA results
30/04/2019
LCA as a tool to select the optimal alternative
17
Item Quantity Units
Daily fuel consumption (FC) 1,966 kg/day
FC1 (6.7 hours sunny) 1,270 kg/day
FC2 (3.3 hours not sunny) 602 kg/day
New daily FC (total) 1,872 kg/day
Annual fuel consumption (benchmark) 638,961 kg/Y
Annual fuel consumption (Scenario 2) 608,489 kg/Y
Annual fuel saved 30.5 tonne/Y
Fuel price 401 $/tonne
Annual fuel cost saved 12,204 $/Y
Life Cycle fuel cost saved 305,101 $
Present value 130,275 $
Payback period with carbon credit of $21/ton 3 Years
We are
saving fuel!
Operation phase is
the largest
contributor.
 Carbon Capture on Ships
 Principles of the CCS system
 CO2(g) + 2NaOH(l) = Na2CO3(l) + H2O(l) - ΔH1 (1)
 Na2CO3(l) + Ca(OH)2(s) = CaCO3↓(s) + 2NaOH(l) - ΔH2 (2)
 Flow diagram of the CCS processes
 Experiment rig
30/04/2019
LCA as a tool to select the optimal alternative
18
 CCS applied on marine
vessel
 Vessel specifications
 LCA model established in
GaBi
30/04/2019
LCA as a tool to select the optimal alternative 19
Type Bulk Carrier
LOA 292 m
LBP 283.5 m
Breadth 45 m
Depth 24.8 m
Draught 16.5 m
Gross 94, 360 ton
DWT 157, 500 ton
Water ballast 78, 000 m3
Fuel type HFO
CCS
system
 Results and
comparison of
different reduction
target
 Global Warming
Potential (kg CO2 e)
 Cost estimation (€)
30/04/2019
LCA as a tool to select the optimal alternative 20
Reduction target Cost with CCS (€) Cost without CCS (€) Difference (€)
0 5.17×108 5.17×108 0.00×100
10% 5.24×108 5.19×108 -4.44×106
20% 5.01×108 5.25×108 2.41×107
30% 4.49×108 5.34×108 8.56×107
40% 3.68×108 5.48×108 1.80×108
50% 2.58×108 5.65×108 3.08×108
Not always
helpful!
 Maintenance Strategy
 Maintenance plan
 Problem:
 Bio-fouling
 Hull renewal
 Target vessel
30/04/2019
LCA as a tool to select the optimal alternative 21
Name MV Catriona
Type Hybrid Ferry
Gross weight 499 tons
Length 43.50 m
Breadth 12.20 m
Depth 3 m
Draught 1.73 m
Block coefficient (Cb) 0.45
Power 360 kW × 3
Superstructure decks 2
Builders Ferguson Shipyard Ltd.
Built year 2015
Life span 30
No. Maintenance Strategy
Case 1: Re-coating annually;
Case 2: Re-coating every two years;
Case 3: Re-coating every three years;
Case 4:
Re-coating yearly and renewal
hull steel every 10 years;
Case 5:
Re-coating yearly and renewal
hull steel every 7 years
 Maintenance plan
 LCA model established in GaBi
30/04/2019
LCA as a tool to select the optimal alternative 22
 Maintenance plan
 GWP and cost results & comparisons under various coating intervals
30/04/2019
LCA as a tool to select the optimal alternative 23
Operation Phase
of Vessel
 Maintenance plan
 Cost results & comparisons for different patching interval
30/04/2019
LCA as a tool to select the optimal alternative 24
Optimal
interval
 Comprehensively considering activities and life stages for ship performance evaluations;
 In every emission category, the environmental impact could be determined by convert emissions
to one indicative emission, which will be a fundamental for further decision making processes;
 Three types of flows can be considered: cash, energy, emission; they could meet most the
evaluation purposes with quantified results;
 Based on the targets of the analysis, the aim and scope of the evaluation could be modified and
provide a reasonable comparison to determine the optimal alternative;
 Be able to determine different formats of results with further considerations: present value,
payback period etc.;
 Assumptions could be made based on experiences and practices to keep the accuracy of results
in a reasonable range;
 The LCA model could be modified for a new evaluation purpose with most of the general activity
modules unchanged to reduce time scale of the evaluation process;
 The relationships between different life stages and between different activities can be simulated
in LCA model so that the interactions can be taken into account.
30/04/2019
LCA as a tool to select the optimal alternative 25
 Database establishment for ship building industry;
 Determine trustable information from engineers or workers to
replace assumptions;
 Expand work to other marine applications, i.e. wind farms;
 …
30/04/2019
LCA as a tool to select the optimal alternative 26
Life Cycle Assessment as a Tool for
the Selection of Optimal Power
Systems
Peilin Zhou
Department of Naval Architecture, Ocean & Marine
Engineering
University of Strathclyde

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Life Cicle Cost as a Tool foor Selection.pdf

  • 1. Life Cycle Assessment as a Tool for the Selection of Optimal Power Systems Peilin Zhou, peilin.zhou@strath.ac.uk Department of Naval Architecture, Ocean & Marine Engineering University of Strathclyde UK
  • 2. 2 Background ship industry, life cycle assessment Methodology LCA, LCCA, RA and MCDA Case study and results Previous works Discussions and Conclusions Future Work
  • 3. 0 4000 8000 12000 16000 20000 24000 1980 1990 2000 2010 2020 2030 2040 SOx emissions (1000 metric tons) Year SOx emissions Land-based sources International shipping  Environmental issues have been continuously drawing attentions;  Owing to high operation cost (OPEX) of traditional power systems and serious environmental situation, the usage of hybrid power system on board is increasingly attracting attentions; 30/04/2019 LCA as a tool to select the optimal alternative 3 0 1 2 3 4 5 2000 2005 2010 2015 2020 2025 Sulphur emisison (%) Year Sulphur emission vs Year Outside ECA Inside ECA 0 10 20 0 500 1000 1500 2000 2500 3000 Emission levels g/kWh RPM Emission levels vs RPM Tier I, 2000 Tier II, 2011 Tier III, 2016* 0 10000 20000 1980 1990 2000 2010 2020 2030 2040 NOx emissions (1000 metric tons) Year NOx emissions Land-based sources International shipping
  • 4.  Available emission control technologies  Many other alternatives available  High demands in performance evaluation  Cost consideration  Environmental impacts  Other factors  Multiple impacts decision making 30/04/2019 LCA as a tool to select the optimal alternative 4 -50 0 50 100 150 200 250 300 350 400 450 Capital Cost - Operation cost Technology Cost of emission control technologies Opex ($/MWh) Capex ($/kW) Cost or environmental friendly? Why not both? How?
  • 5.  Life Cycle Assessment:  compilation and evaluation of the inputs, outputs and the potential environmental impacts of a product system throughout its life cycle  Life Cycle Cost Assessment:  a method for assessing the total cost which takes into account all costs of acquiring, owning, and disposing of a product or system  Risk Assessment:  a systematic process of evaluating the potential risks that may be involved in a projected activity or undertaking.  Multi-criteria decision making:  making preference decisions (such as evaluation, prioritization, selection) over the available alternatives that are characterized by multiple, usually conflicting, attributes 30/04/2019 LCA as a tool to select the optimal alternative 5
  • 6.  LCA has been considered to be a widely used evaluation method to determine the benefit or performance of a product or a system from its cradle to grave.  With LCA, the life phases and main activities of the product/system will be identified and the related cost and emission release will be determined.  With the help of decision making method, it is a feasible and trustworthy way to evaluate the performance of the target.  Considering many different aspects of the target, i.e. environmental, cost and risk impact, the evaluation could be extensively comprehensive. 30/04/2019 LCA as a tool to select the optimal alternative 6
  • 7.  Life Cycle Assessment  From cradle to grave  Environmental impacts  Optimal alternative  Literatures  ISO 15686-5:2017, 14040:2006 & 14044:2006;  Jeong et al., 2018, An effective framework for life cycle and cost assessment for marine vessels aiming to select optimal propulsion systems. J. Clean. Prod. 187, 111–130.  Blanco-Davis, E., Zhou, P., 2014. LCA as a tool to aid in the selection of retrofitting alternatives. Ocean Eng. 77, 33–41.  Alkaner, S., Zhou, P., 2006. A comparative study on life cycle analysis of molten carbon fuel cells and diesel engines for marine application. J. Power Sources 30/04/2019 LCA as a tool to select the optimal alternative 7
  • 8.  Set up goal and scope by  Target  Results  Assumptions  Inventory setup  Data collection  Normalize to functional unit  Data aggregation  Refine scope  Determine impacts/performance  Select impact categories  Assign emission to categories  Determine results 30/04/2019 LCA as a tool to select the optimal alternative 8 Schematic chart of life cycle assessment Schematic chart of life cycle inventory analysis
  • 9.  One example of LCA and LCCA flow 30/04/2019 LCA as a tool to select the optimal alternative 9 Overview procedure of LCA study
  • 10.  Hybrid Propulsion System  Goal: to compare the performance of different propulsion system  Functional unit: cost spent through whole life span (30 years)  Data: collection from different sources or use engineers’ judgements 30/04/2019 LCA as a tool to select the optimal alternative 10 Case vessel specification and operation profile Specification Length × Breadth × Depth 39.99 m × 12.2 m × 1.73 m Displacement (t) 100 tons (Steel) Engine configuration Hybrid (Actual) Alternative 1 (DE) Alternative 2 (DM) 360 kW × 3 sets (3.2 tons) + 350 kW lithium-ion battery × 2 sets (3.5 tons) 360 kW × 3 sets (3.2 tons) 450 kW × 2 sets (4 tons) Operational profile Category Sailing Manoeuvring Port Daily operation hours 6 0.6 3.72 Required propulsion power (kW) 322 144 87
  • 11.  Hybrid Propulsion System  Drawing for various propulsion systems 30/04/2019 LCA as a tool to select the optimal alternative 11
  • 12.  Characteristics of Hybrid Propulsion Systems 30/04/2019 LCA as a tool to select the optimal alternative 12  Advantages  Low Fuel Consumption  MDO 0.05 €/kWh;  Emission release due to fuel consumption reduced;  Long maintenance intervals: Hybrid system has less engine operating hours than other systems;  Disadvantages  More shore power required  Electricity (day) 0.15€/kWh  Electricity (night) 0.07€/kWh  More upstream emission from electricity production;  High capital investment on battery packs
  • 13.  Results of LCA and accumulative cost over ship life years 30/04/2019 LCA as a tool to select the optimal alternative 13 Environment impact of three alternatives Cost accumulation of three alternatives Hybrid system is the optimal alternative. Payback at year 8
  • 14.  Overall comparison: cost-environment-risk perspective 30/04/2019 LCA as a tool to select the optimal alternative 14 14.0 13.7 25.0 3.4 4.3 4.5 1.1 1.4 1.8 0.0 5.0 10.0 15.0 20.0 25.0 30.0 35.0 Hybrid DE DM Total cost (Million Euro) Analysis results based on initial (actual) scenario Cost Environment Risk
  • 15.  Utilization of Solar Panel Array  Case study ship specifications  Solar panel cost ~$28,840 30/04/2019 LCA as a tool to select the optimal alternative 15 Vessel specification Operational profile Name Hizir Reis Category Sailing Manoeuvring Flag Turkey Operation profile (hours) 9 1 LOA (m) 41.98 Engine Load (%) 85% 50% B (m) 10 Power required (kW) 1078 634 Gross tonnage (tonne) 327 SFOC (g/kWh) 190 194 SLOC (g/kWh) 2.85 4.85 Fuel type HFO Solar panel installations Annual operation days 325 Available area 400 m2 Area per panel 1.94 m2 Engine power (kW) 634×2 Number of panels used 206 Life span (years) 25 Power output per panel 0.35 kW Year built 2012 Total output power 72.1 kW
  • 16.  LCA model established With GaBi software 30/04/2019 LCA as a tool to select the optimal alternative 16 Solar system
  • 17.  Comparison of LCA results  Comparison of LCCA results 30/04/2019 LCA as a tool to select the optimal alternative 17 Item Quantity Units Daily fuel consumption (FC) 1,966 kg/day FC1 (6.7 hours sunny) 1,270 kg/day FC2 (3.3 hours not sunny) 602 kg/day New daily FC (total) 1,872 kg/day Annual fuel consumption (benchmark) 638,961 kg/Y Annual fuel consumption (Scenario 2) 608,489 kg/Y Annual fuel saved 30.5 tonne/Y Fuel price 401 $/tonne Annual fuel cost saved 12,204 $/Y Life Cycle fuel cost saved 305,101 $ Present value 130,275 $ Payback period with carbon credit of $21/ton 3 Years We are saving fuel! Operation phase is the largest contributor.
  • 18.  Carbon Capture on Ships  Principles of the CCS system  CO2(g) + 2NaOH(l) = Na2CO3(l) + H2O(l) - ΔH1 (1)  Na2CO3(l) + Ca(OH)2(s) = CaCO3↓(s) + 2NaOH(l) - ΔH2 (2)  Flow diagram of the CCS processes  Experiment rig 30/04/2019 LCA as a tool to select the optimal alternative 18
  • 19.  CCS applied on marine vessel  Vessel specifications  LCA model established in GaBi 30/04/2019 LCA as a tool to select the optimal alternative 19 Type Bulk Carrier LOA 292 m LBP 283.5 m Breadth 45 m Depth 24.8 m Draught 16.5 m Gross 94, 360 ton DWT 157, 500 ton Water ballast 78, 000 m3 Fuel type HFO CCS system
  • 20.  Results and comparison of different reduction target  Global Warming Potential (kg CO2 e)  Cost estimation (€) 30/04/2019 LCA as a tool to select the optimal alternative 20 Reduction target Cost with CCS (€) Cost without CCS (€) Difference (€) 0 5.17×108 5.17×108 0.00×100 10% 5.24×108 5.19×108 -4.44×106 20% 5.01×108 5.25×108 2.41×107 30% 4.49×108 5.34×108 8.56×107 40% 3.68×108 5.48×108 1.80×108 50% 2.58×108 5.65×108 3.08×108 Not always helpful!
  • 21.  Maintenance Strategy  Maintenance plan  Problem:  Bio-fouling  Hull renewal  Target vessel 30/04/2019 LCA as a tool to select the optimal alternative 21 Name MV Catriona Type Hybrid Ferry Gross weight 499 tons Length 43.50 m Breadth 12.20 m Depth 3 m Draught 1.73 m Block coefficient (Cb) 0.45 Power 360 kW × 3 Superstructure decks 2 Builders Ferguson Shipyard Ltd. Built year 2015 Life span 30 No. Maintenance Strategy Case 1: Re-coating annually; Case 2: Re-coating every two years; Case 3: Re-coating every three years; Case 4: Re-coating yearly and renewal hull steel every 10 years; Case 5: Re-coating yearly and renewal hull steel every 7 years
  • 22.  Maintenance plan  LCA model established in GaBi 30/04/2019 LCA as a tool to select the optimal alternative 22
  • 23.  Maintenance plan  GWP and cost results & comparisons under various coating intervals 30/04/2019 LCA as a tool to select the optimal alternative 23 Operation Phase of Vessel
  • 24.  Maintenance plan  Cost results & comparisons for different patching interval 30/04/2019 LCA as a tool to select the optimal alternative 24 Optimal interval
  • 25.  Comprehensively considering activities and life stages for ship performance evaluations;  In every emission category, the environmental impact could be determined by convert emissions to one indicative emission, which will be a fundamental for further decision making processes;  Three types of flows can be considered: cash, energy, emission; they could meet most the evaluation purposes with quantified results;  Based on the targets of the analysis, the aim and scope of the evaluation could be modified and provide a reasonable comparison to determine the optimal alternative;  Be able to determine different formats of results with further considerations: present value, payback period etc.;  Assumptions could be made based on experiences and practices to keep the accuracy of results in a reasonable range;  The LCA model could be modified for a new evaluation purpose with most of the general activity modules unchanged to reduce time scale of the evaluation process;  The relationships between different life stages and between different activities can be simulated in LCA model so that the interactions can be taken into account. 30/04/2019 LCA as a tool to select the optimal alternative 25
  • 26.  Database establishment for ship building industry;  Determine trustable information from engineers or workers to replace assumptions;  Expand work to other marine applications, i.e. wind farms;  … 30/04/2019 LCA as a tool to select the optimal alternative 26
  • 27. Life Cycle Assessment as a Tool for the Selection of Optimal Power Systems Peilin Zhou Department of Naval Architecture, Ocean & Marine Engineering University of Strathclyde