Use of Low Cost Electrical Power in Petrochemical...
Transcript of Use of Low Cost Electrical Power in Petrochemical...
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Use of Low Cost Electrical Use of Low Cost Electrical PowerPower in Petrochemical in Petrochemical Processing UnitsProcessing Units
Donald J. Chmielewski, Jianyuan Feng and Avery Brown Illinois Institute of Technology
Dennis O’Brien Jacobs Consultancy
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Generators Consumer Demand Transmission
Renewable
with Storage
Generator Dispatch
Smart Homes
Commercial Buildings
Smart Manufacturing
Smart Grid OpportunitiesSmart Grid Opportunities
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Generators Consumer Demand Transmission
Renewable
with Storage
Generator Dispatch
Smart Homes
Commercial Buildings
Smart Manufacturing
Smart Grid OpportunitiesSmart Grid Opportunities
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
MotivationMotivation
4
Historic data from the PJM, Day-Ahead prices: Jan 1-10, 2005
http://www.pjm.com/markets-and-operations/energy/day-ahead/day-ahead-historical.aspx
0 1 2 3 4 5 6 7 8 9 10
0
20
40
60
Pri
ce o
f E
lect
rici
ty($
/MW
hr)
Day of the year
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Objectives of the Study Objectives of the Study
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• Analyze the operating cost savings of a simple
smart grid scenario within a chemical plant
• Consider the equipment costs
• Utilize historic prices of electricity and natural gas
• Determine the payback period of the smart grid
opportunity
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Hot Oil Utility
P1
P2
P3
P4
Hot Oil Based
Utility Plant
Electric Grid
Utility Plant Configuration Utility Plant Configuration
6
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Hot Oil Utility PlantHot Oil Utility Plant
7
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Utility Plant with Electric Power OptionUtility Plant with Electric Power Option
8
Electric
Heater
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Utility Plant with Thermal Energy StorageUtility Plant with Thermal Energy Storage
9
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Presentation OutlinePresentation Outline
10
Motivation and Objective
Electric Heater Configuration
Heater With Energy Storage
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Presentation OutlinePresentation Outline
Motivation and Objective
Electric Heater Configuration
o Optimal Operation
o Historic Energy Data
o Capital Costs and Payback Period
Heater With Energy Storage
11
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Baseline OperationBaseline Operation
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Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Heat to Oil is 300MMBTU/hr = 88MW
Furnace Efficiency is 75%
Fuel is 400MMBTU/hr = 117 MW
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Electricity Augmented Operation Electricity Augmented Operation
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Electric
Heater
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Heater Efficiency is 98%
Max Furnace Turndown is 40%
Max Electric Power is 35MW
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Cost Optimal Operation Cost Optimal Operation
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Electric
Heater
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Pevf
eeff Pcc min
MWPef 8898.075.0
MWPe 350
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Restated Optimization Problem Restated Optimization Problem
15
eeff Pcc min
75.0/)98.088( ef P
MWPe 350
eRPCmin
MWPe 350
75.0/98.0feR ccC
MWPef 8898.075.0
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Optimal Operating Policy Optimal Operating Policy
16
035
00
R
R
eCifMW
CifP
75.0/98.0feR ccC
Electric
Heater
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Pevf
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Presentation OutlinePresentation Outline
Motivation and Objective
Electric Heater Configuration
o Optimal Operation
o Historic Energy Data
o Capital Costs and Payback Period
Heater With Energy Storage
17
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Energy Costs in 2005Energy Costs in 2005
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0 100 200 300
0
50
100
150
Day ofthe Year
En
erg
y C
ost
($
/MW
hr)
Energy Costs 2005
Electricity
Natural Gas
75.0/98.0ff cc
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Energy Costs in 2008Energy Costs in 2008
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0 100 200 300
0
50
100
150
Day ofthe Year
En
erg
y C
ost
($
/MW
hr)
Energy Costs 2008
Electricity
Natural Gas
75.0/98.0ff cc
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Energy Costs in 2012Energy Costs in 2012
20
0 100 200 300
0
50
100
150
Day ofthe Year
En
erg
y C
ost
($
/MW
hr)
Energy Costs 2012
Electricity
Natural Gas
75.0/98.0ff cc
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Energy CostsEnergy Costs –– Three Sample YearsThree Sample Years
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0 100 200 300
0
50
100
150
Day ofthe Year
En
ergy C
ost
($/M
Wh
r)
Energy Costs 2012
Electricity
Natural Gas
0 100 200 300
0
50
100
150
Day ofthe YearE
ner
gy C
ost
($/M
Wh
r)
Energy Costs 2008
Electricity
Natural Gas
0 100 200 300
0
50
100
150
Day ofthe Year
En
erg
y C
ost
($
/MW
hr)
Energy Costs 2005
Electricity
Natural Gas
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Operating Profiles in 2005Operating Profiles in 2005
22
55 56 57 58 59 60 61 62 63 64 65
0
50
100
150
Day ofthe Year
En
ergy R
ate
(M
W)
or
Cost
($/M
Wh
r)2005
Electricity Cost Fuel Cost Electric Power Fuel Usage
0 1 2 3 4 5 6 7 8 9 10
0
50
100
150
Day ofthe Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r) 2005
Electricity Cost Fuel Cost Electric Power Fuel Usage
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Operating Profiles in 2012Operating Profiles in 2012
23
0 1 2 3 4 5 6 7 8 9 10
0
50
100
150
Day ofthe Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r) 2012
Electricity Price Fuel Price Electric Power Fuel Usage
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Comparison of 2008 and 2012Comparison of 2008 and 2012
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0 1 2 3 4 5 6 7 8 9 10
0
50
100
150
Day ofthe Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r) 2012
Electricity Price Fuel Price Electric Power Fuel Usage
170 171 172 173 174 175 176 177 178 179 180
0
50
100
150
Day of the Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r) 2008
Electricity Price Fuel Price Electric Power Fuel Usage
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
2005 2008 2012
Baseline $37.4 $32.9 $18.8
With Electric
Heater $33.7 $30.3 $18.3
Savings $3.7 $2.6 $0.5
Percent Savings 9.9% 7.9% 2.7%
Annual Operating Costs (in millions)Annual Operating Costs (in millions)
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Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
2005 2008 2012
Baseline $37.4 $32.9 $18.8
With Electric
Heater $33.7 $30.3 $18.3
Savings $3.7 $2.6 $0.5
Percent Savings 9.9% 7.9% 2.7%
Annual Operating Costs (in millions)Annual Operating Costs (in millions)
26
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Annual Operating Costs (in millions)Annual Operating Costs (in millions)
27
2005 2008 2012
Baseline $37.4 $32.9 $18.8
With Electric
Heater $33.7 $30.3 $18.3
Savings $3.7 $2.6 $0.5
Percent Savings 10% 8% 3%
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Presentation OutlinePresentation Outline
Motivation and Objective
Electric Heater Configuration
o Optimal Operation
o Historic Energy Data
o Capital Costs and Payback Period
Heater With Energy Storage
28
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Electric Heaters Electric Heaters
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http://www.armstrong-chemtec.com
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Cost of Electric Heaters Cost of Electric Heaters
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Cost of 5MW electric heater is $1.1 million
Installed cost of 5MW heater is $3.3million
If economy-of-scale is linear, then
o 35MW installed is $23.1 million
If economy-of-scale is 0.6 rule, then
o 35MW installed is $10.6 million
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
PaybackPayback PeriodPeriod
31
2005 2008 2012
Savings from
electric heater $3.7 $2.6 $0.5
Heater Cost
(Linear EOS) $23.1 $23.1 $23.1
Payback (years) 6.2 8.8 46
Heater Cost
(0.6 Rule EOS) $10.6 $10.6 $10.6
Payback (years) 2.8 4.1 21
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Presentation OutlinePresentation Outline
Motivation and Objective
Electric Heater Configuration
Heater With Energy Storage
32
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Utility Plant with Thermal Energy StorageUtility Plant with Thermal Energy Storage
33
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
f
eP
SESQ
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Optimal Operation using Economic MPC Optimal Operation using Economic MPC
34
max
1
max
max
1
0
0
0
350
8898.075.0
..min
SkS
kSkekSkS
eke
SkS
kSkf
N
kkekekfkf
EE
QPEE
PP
MWQQ
MWQ
tsPcc
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
f
eP
SESQ
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Optimal Operation using Economic MPC Optimal Operation using Economic MPC
35
max
1
max
max
1
0
0
700
350
8898.075.0
..min
SkS
kSkekSkS
eke
SkS
kSkf
N
kkekekfkf
EE
QPEE
MWPP
MWQQ
MWQ
tsPcc
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
f
eP
SESQ
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Optimal Operation using Economic MPC Optimal Operation using Economic MPC
36
MWhrEE
QPEE
MWPP
MWQQ
MWQ
tsPcc
SkS
kSkekSkS
eke
SkS
kSkf
N
kkekekfkf
2000
700
350
8898.075.0
..min
max
1
max
max
1
0
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
f
eP
SESQ
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
10 11 12 13 14 15 16 17 18 19 20
0
20
40
60
80
100
120
Day ofthe Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r)
2005
Electricity Cost Fuel Cost
Operation with Energy StorageOperation with Energy Storage
37
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
f
eP
SESQ
10 11 12 13 14 15 16 17 18 19 20
0
20
40
60
80
100
120
Day ofthe Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r)
2005
Electricity Cost Fuel Cost Electric Power
10 11 12 13 14 15 16 17 18 19 20
0
20
40
60
80
100
120
Day ofthe Year
En
erg
y R
ate
(M
W)
or
Co
st (
$/M
Wh
r)
2005
Electricity Cost Fuel Cost Electric Power Fuel Usage
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Annual Operating Costs (in millions)Annual Operating Costs (in millions) with 200MWhr Storage and 70MW Heater with 200MWhr Storage and 70MW Heater
38
2005 2008 2012
Baseline $32.9 $37.4 $18.8
Cost with
Storage and
Electric Heater
$27.5 $33.3 $17.8
Savings $5.4 $4.1 $1.0
Percent Savings 16% 9% 6%
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Molten Salt Thermal Energy Storage Molten Salt Thermal Energy Storage
39
http://www.flowserve.com/Products/Pum
ps/Vertical/Wet-Pit/Molten-Salt-VTP-
Pump,en_US
http://csmres.co.uk/cs.public.upd/article-images/1-88434.JPG
Assume all this equipment is
zero cost
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Payback PeriodPayback Period
40
2005 2008 2012
Savings $5.4 $4.1 $1.0
70MW Heater Cost
(0.6 Rule EOS) $16.1 $16.1 $16.1
Payback (years) 3.0 3.9 16.1
With Zero Cost Energy Storage
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Payback PeriodPayback Period (in years)(in years)
41
2005 2008 2012
without storage 2.8 4.1 21
with storage >3.0 >3.9 >16.1
Electric
Heater
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Pevf
Molten Salt
Energy Storage
--------------
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Electric
Heater
Heat Exchanger
f
eP
SESQ
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Alcoa Alcoa and Aluminum Smelting and Aluminum Smelting
42
• 40% of Costs to Produce Aluminum is Electricity
• Production is Directly Proportional to Power Input
• Process Focused Demand Response – Not Aux. Load
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Evolution of Alcoa Demand ResponseEvolution of Alcoa Demand Response
43
Dynamic Demand
Response
300
350
400
450
500
550
May 31, 2011 - 70 MW's of Direct Load Control
300
350
400
450
500
55024 Hrs of Traditional Operations (470 MW)
Base Load Consumption
Smelting provides
steady 24/7 grid load
Limited collaboration
with energy system
0
100
200
300
400
500
600
24 Hr Load Profile with Reliability Interruption
Traditional Demand
Response
Alcoa provides emergency
shutdown capability
Smelter a last resort
ancillary service
MISO remotely controls 75
MW of smelter load in real
time
Enables dynamic grid
regulation
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
Utility Plant with Electric Power OptionUtility Plant with Electric Power Option
44
Electric
Heater
Furnace
Hot Utility Oil
(to the process)
Fuel
Cold Utility Oil
(from the process)
Electric Power
(from the grid)
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
45
AcknowledgementsAcknowledgements
Current and Former Students:
Benjamin Omell
David Mendoza-Serrano
Oluwasanmi Adeodu
Ming Yang, PhD (Taiwan Electric)
Personal Communications:
Jeff Siirola (CMU/Purdue)
Kiran Sheth and Don Bartusiak (ExxonMobil)
Funding:
National Science Foundation (CBET – 0967906)
Wanger Institute for Sustainable Engineering Research (IIT)
Department of Chemical and Biological EngineeringDepartment of Chemical and Biological Engineering
Illinois Institute of TechnologyIllinois Institute of Technology
ConclusionsConclusions
Electric heater can provide 3-10% savings in energy
costs
Strongly dependent on gas and electricity prices
Electric heaters are expensive!!
Payback period 2-40 years
Thermal Energy Storage provided little benefit
Did not consider revenue from ancillary services
46