NEDO Case Studies of Project in New Mexico, US · NEDO Case Studies of Project in New Mexico, US...
Transcript of NEDO Case Studies of Project in New Mexico, US · NEDO Case Studies of Project in New Mexico, US...
NEDO Case Studies ofProject in New Mexico, US
March 8th, 2016
Kazuyuki TakadaSmart Community Department
NEDO, Japan
NEDO, Toshiba, Kyocera, Shimizu Corp., Hitachi, Sharp, NGK Insulators, NEC, Meidensha, Fuji Electric, Tokyo Gas, MHI, Furukawa Electric, CDI, CTC, Itochu, Kandenko, NTT Facilities, Accenture
Efforts in Los Alamos
Efforts in Albuquerque
μEMS
PV
Battery
HEMS
Smart house
PLCtransfer
trip
Load control signal
Interruption signal
Monitoring & control
Demand response signal/Measure power consumption
State of New MexicoLos Alamos CountyLos Alamos National LaboratorySandia National LaboratoriesUniv. of New MexicoPNM ResourcesMesa Del Sol
Smart appliance
s, etc
Monitoring
Control
General houses (900 homes)Smart meter
μEMS
Large capacityPV
Large capacitybattery
Storage battery
Gas engine
PV
Fuel cell
Commercial building(MESA DEL SOL)
Monitoring & Control
Data measurement
Data measurement/connectionUtility’s PV site
Controller BEMS1
BEMS2
BEMS
Load controlsignal
1. Project in New MexicoWhole picture of Project in New Mexico
Contents
Project in New Mexico, 2009-14
i. Los Alamos• Large PV + Battery, Battery + DR, Smart House
ii. Albuquerque• Building Scale Microgrid, Large PV + Microgrid
3
Point of common coupling(PCC)
1. Project in New Mexico - Los Alamos-System configuration in Los Alamos site
Day-ahead supply-demand plan
Supply-demand control (hybrid battery control)
Load (demand) forecast PV generation forecast
NAS battery operation plan (charge/discharge plan)
Control NaS battery in low frequency range
Control Lead-Acid battery in high frequency range
1. Project in New Mexico - Los Alamos-Concept of supply demand management by μEMS
May 25, 2013 (Sunny) April 20, 2013 (Cloudy)
Load factor: Without control 79.7%⇒With control 90.2%
Actual tie-line power flow
Tie-line power flow w/o battery control(Simulated value)
Battery SOC
SOC upper limit (90%)
Peak power reduction effect
Load factor: Without control 83.5%⇒With control 95.1%
SOC lower limit (10%)
1. Project in New Mexico - Los Alamos-μEMS demonstration results Large PV + Battery
Implement demand response based on
weather and demand forecasts.
Management of smart meter
data
Calculate incentive
Display price info on PC and mobile phone.
Display price info on IHD
Demand response
Demand response management information
Meter info.Price info.
Price info., meter info.
Price info.
Price info.
Participant
Smart meter
In-home display (IHD)
Portal site
Mobile phone
Demonstration Data Management System
1. Project in New Mexico - Los Alamos-Demand Response related system
Demand response menu applied in the experiment
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1. Project in New Mexico - Los Alamos-
Group Initial Opt-in Opt-out
Opt-in CPP Flat CPP -
Opt-out CPP CPP - Flat
Opt-out PTR PTR - Flat
Control Flat - -
Result of DR experiment in 2013
Group ITT effect TOT effect
Summer
Opt-in CPP -6.90% -10.49%
Opt-out CPP -4.59% -4.71%
Opt-out PTR -4.06% -4.17%
Winter
Opt-in CPP -4.78% -7.12%
Opt-out CPP -4.27% -4.41%
Opt-out PTR -3.26% -3.37%
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1. Project in New Mexico - Los Alamos-
* TOT effect : Treatment on the Treated. Net peak cut effect when a treatment was given. * ITT effect : Intention to Treat. Choice probability x TOT effect.
1. Project in New Mexico - Los Alamos-
Reduction in battery capacity by the integration of Demand ResponseBattery + DR
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1. Project in New Mexico - Los Alamos-Smart House
NECSupply
stabilizer
Sharp HEMS
Utility
SM
PV LB
SGW Kyocera HEMS
HP
Sensors
DMX512a
LAN
PLC
PLC
Fiber
BreakerBox
Ethernet Ethernet
Ethernet
Dedicated
Dedicated
HVAC
LED
Measurement
system
PLCModem
MicroDX
SlaveUnit - Air conditioner
- TV- Refrigerator- LED lighting- Dummy load
Smart appliances
Hybrid゙PCS
Backnet
Ethernet
Dedicated
24kWhLithium ion battery
LED lighting system
300L Heat pump water heater
Temp./humidity/illuminance
Motionsensor
Powersensor
#1 #2
IEEE802.15.4Wireless #2
4ton Duct air conditioner
Micro DX
Smart appliances
3.44kWSolar battery
Smart meterDistribution board
IEEE802.15.4Wireless #1
5kW
1. Project in New Mexico - Los Alamos-Energy System of Smart House
Learn operation
plan
Prepare operation
plan
Optimize operation
plan
Execute final
control
• Past power consumption data
• Minimum power storage capacity
• Past hot-water consumption data
• Power consumption plan• Boil prohibition period• Minimum quantity of residual
hot-water• Minimum power storage
capacity
・Rate info ・PV generation forecast
• Charge/discharge plan
• Boiling plan
Control module
Control home
appliances
Measurement module
Room
• Power consumption log
• Hot water supply log• Power storage log
• Setting home appliances
• Temperature• Illuminance
Measure power consumption
Measure temperature and illuminance
1. Project in New Mexico - Los Alamos-Energy Management by HEMS
Virtual ToU rates
Rate category ToU0 ToU1 ToU2 ToU3 ToU4 ToU5Selling price(cent/kWh) 15 25 45 65 85 99
Purchasing price (cent/kWh) 10 20 40 60 80 90
Performance in power trading for a
smart house(Sept. 25, 2013)
Findings
An introduction of PV and battery produces $11.5 of income per day. $20.5 of profit can be made compared with the case when PV and battery are not introduced resulting in $9 of spending per day. Impact on grid can be reduced and customer can expect great economic value.
-20
-10
0
10
20
301 2 3 4 5 6
PV + Battery
Sellingpower
Purchasingpower
kWh
1. Project in New Mexico - Los Alamos-Result of demonstration of TOU control
Smart House
Albuquerque
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1. Project in New Mexico - Albuquerque-
Substation
Feed
er
PCC
Estimated load of building400kW
Thermal storage tankAir-cooledrefrigerator70USRT
Air-cooled refrigerator20USRT
Cooling tower
PV 50kW
Heat controller
Gas engine generator240kW
Fuel cell80kW
Lead storage battery50/90kW, 160kWh
Dummy load
100kW
Smartmeter
500kW PV 2MWh Batteries
Constructed power line
Communication line
Existing power line
PV Inverter50kW
Power controller
BEMS
μEMS+MDMS
1. Project in New Mexico - Albuquerque-BEMS configuration
-150
-100
-50
0
50
100
150
200
250
300
10:30 10:45 11:00 11:15 11:30
Pow
er [k
W]
系列1 系列2 系列3 系列4 系列5 系列6
LOAD
Gas Engine
Fuel Cell
PV
Battery
PCC
2013.09.0
PCC reference0kW -50kW - -50kW
1. Project in New Mexico - Albuquerque-Performance results in BEMS1 grid-connected mode
Building Scale Microgrid
-150
-100
-50
0
50
100
150
200
250
300
350
13:00 13:15 13:30 13:45 14:00 14:15 14:30 14:45 15:00 15:15 15:30
Pow
er [k
W]
系列1 系列2 系列3 系列4 系列5 系列6
Grid-connecting → Islanding Islanding → Grid-LOAD
Gas Engine
PCCFuel Cell
PV
Battery
1. Project in New Mexico - Albuquerque-Performance results in BEMS1 islanding mode
Building Scale Microgrid
Battery2MW
PV500kW
FC60+20kW
-30kW
GE180±60kW
Building smart grid
BEMS
PI Server
Control System of PNM
Facilities Installed By PNM
Facilities Installed By NEDO
1. Project in New Mexico - Albuquerque-BEMS2 Interconnected Operation• Coordination with utility scale PV plant
PV Power Production
Battery Controller
Gas Engine Controller
BatteryPlant
Gas Engine Plant
High Variability PV Power (PPV)Lower
Variability Power
(PPV + PGE + Pbat)PPVSensor
Perror
PBat-SP
PGE
PGE-SP
PBat
PGE
Σ
1. Project in New Mexico - Albuquerque-Coordinated Control of Gas Engine and Battery
-6-4-202468
10
1 1201 2401 3601 4801 6001 7201 8401 9601 10801 12001 13201
kWh
Time(s)Battery capacity for PV Battery capacity with GE+FC for PV
Verification of battery capacity reducing effect based on actual data
PV + Microgrid
Downloadable Case Study
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http://miyabimannnaro.blogspot.jp/2013/12/blog-post_20.html
Conclusion
• Energy Storage Battery solution is helpful for High Penetration of Renewables but still costly.
• Combination with consumer cooperation such as DR can reduce the capacity of Battery required.
• Accuracy of DR contribution to the grid has to be considered. Automated control of consumers’ equipment could be good solution for both of consumer side and power systems side.
• Hierarchal architecture of system control is necessary to do so.
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Thank you ! http://www.nedo.go.jp/