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Bosch Energy Storage Solutions Smart integration of storage

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Page 1: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

Bosch Energy Storage Solutions

Smart integration of storage

Page 2: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

2

1. Energy Storage: Business field of Robert Bosch GmbH

2. Bosch Energy Storage Solutions: Introduction

3. Application cases for storage and references

4. Energy Management System: The brain of our solutions

5. Smart integration of storage into a micro-grid

Bosch Energy Storage SolutionsAgenda

Page 3: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

3

Robert Bosch GmbH2015 key figures

One of the world’s largest suppliers of

automotive technology

Industrial

Technology

Energy and

Building Technology

Bosch Group 70,6 billion euros in sales

375,000 associates *

MobilitySolutions

Leading in drive and control technology,

packaging, and process technology

Leading manufacturer of securitytechnology

Global market leader of energie-efficentheating products and hot-water solutions

Consumer

Goods Leading supplier of power tools

and accessories Leading supplier of household appliances

60%

share

of sales

*01/16, preliminary figures

40%share

of sales

Page 4: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

4

Robert Bosch GmbHInnovative energy technologies

Building Technology

Components and

systems

Stationary Storage

System Technology

Software Solutions

Energy Services

Industrial Application

Turn key optimization concepts Drive and control technology Industrial boiler for hot water and steam, CHP plants

Decentral energy management

Energy optimization for (mainly) commercial buildings

Efficiency services

Produc-

tion

Highly efficient gas and oil boiler, thermal power station, heat pumps

Solarthermics, thermal storage, geothermal energy

CHP/ORC systems

Stationary storage solutions for residential, commercial and industrial

applications

Projects in kW/MW-scale

Internet-based system- and service platform

Diverse smart energy-applications (e.g. virtual power plants, smart

metering, smart home/smart grid)

Infra-

structure

Con-

sump-

tion/ Effi-

ciency

Service /

Net-

working

Page 5: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

5

Bosch Energy Storage SolutionsAgenda

1. Energy Storage: Business field of Robert Bosch GmbH

2. Bosch Energy Storage Solutions: Introduction

3. Application cases for storage and references

4. Energy Management System: The brain of our solutions

5. Smart integration of storage into a micro-grid

Page 6: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

6

Bosch Energy Storage SolutionsLocations

Stuttgart,

Germany

HeadquarterMadrid,

Spain

Paris,

France

Palo Alto,

US

Page 7: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

7

Bosch Energy Storage SolutionsProject specific optimal dimensioning and operation

Grid friendly management system

for storage and all energy assets

(PV, wind,..) for higher revenues

and lower costs

Advanced prediction and

optimization algorithms for

superior performance

2

4

3

Data & requirements analysis

Bosch Planning Tool for

optimal sizing

Cost-effective storage solution,

based on reliable, certified

standardized block

Experienced project management

for seamless & fast implementation

Worldwide support

Support during operation

Customized service modules for

highest operational yield

Customized system

guarantee

1

5

System

design, HW

Control

SW

Construction

&

commissioning

Service:

Planning &

consulting

Service:

Lease/

rent

O&M

Page 8: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

8

Bosch Energy Storage SolutionsAgenda

1. Energy Storage: Business field of Robert Bosch GmbH

2. Bosch Energy Storage Solutions: Introduction

3. Application cases for storage and references

4. Energy Management System: The brain of our solutions

5. Smart integration of storage into a micro-grid

Page 9: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

9

Bosch Energy Storage SolutionsStorage for several functions at all grid levels

Central

Power

Generation

Renewable Power Plants

Local generation

TSO

Industry

commercial and

residential

CHP

Integration

Marketability

DSO

Avoidance of network

overload

Grid development

System services

Energy trade

Control energy

Reserve power

Peak shaving

Emergency power Self-consumption

Emergency power

Self-consumption

System services

Peak shaving

Network subservience

: Transformer

Peak shaving and

optimized operation of

conventional power

plants

TSO: transmission system operator DSO: distribution system operators

Page 10: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

10

Bosch Energy Storage Solutions Our references

135 kWh Kelsterbach, DE,

Community storage

1 MWh Braderup, DE,

Avoidance wind curtailment

20 kWh Hildburghausen, DE,

PV own-consumption

2 MWh Hamburg,DE,

Frequency regulation

2,4 MWh Braderup, DE,

Frequency regulation

135 kWh Fort Bragg, US,

Micro grid

Page 11: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

11

Bosch Energy Storage SolutionsAgenda

1. Energy Storage: Business field of Robert Bosch GmbH

2. Bosch Energy Storage Solutions: Introduction

3. Application cases for storage and references – Braderup

4. Energy Management System: The brain of our solutions

5. Smart integration of storage into a micro-grid

Page 12: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

12

Bosch Energy Storage SolutionsControls architecture: maximized use of energy

Functions

System

SCADA/Monitoring

Energy Storage

System controller

(ESS)

Battery Management

System (BMS)

• Planning of optimal use of ESS and other generation assets through

reduction of energy costs or/and increase of revenues according to

storage internal data (technical cost criteria, state of charge), states of

other connected assets, and external drivers (grid tariffs, demand

management requests)

Energy Management

System

SW Components

• Human-Machine Interface for monitoring of ESS and other components of

energy system

• Historization of variables and reporting of system performance

• Communication interface with external world

• Control of power flow from ESS through inverter

• Inverter regulation and safety functions

• Control of ESS subsystems, monitoring of faults, generation of alarms

Implementation

PLC

IPC/Cloud

BMU

IPC/Cloud

• Measurements of operating parameters of battery system

• Estimation of SOC

Hierarchical Control Architecture

Page 13: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

13

Bosch Energy Storage SolutionsEnergy Management System: Flexible platform for multiple applications

Co

ntr

ol

s m

aker

Energy Management

System

Enabling SW components for complex applications:

• Renewable integration subject to

ramp up/down, call-power

constraints (e.g. regulations in

French islands)

• Balancing group optimization/

forecast accuracy increase

• Micro-grid with conventional and

renewable generation resources

and storage devices

• Demand Charge Reduction

Monthly Bill = Energy Cost +

Demand Charges

Optimized power commands to be implemented by ESS and other

energy resources based on forecasts and measurements

Grid Feed-in

PV Production

SOE

126 126.1 126.2 126.3 126.4 126.5 126.6 126.7 126.8 126.9 127100

200

300

400

500

600

700

800

900

1000

kW

Grid purchase

Measured load

Prediction

Threshold

126 126.1 126.2 126.3 126.4 126.5 126.6 126.7 126.8 126.9 127-100

-50

0

50

100

150

200

250

time, days

co

mm

an

ds -

kW

, S

OE -

kW

h

SOE

DC

DP

Time (days)

Page 14: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

14

Bosch Energy Storage Solutions

Operations Planning Platform

Load Sensor(Provides load

measurements)

DB

Weather Sensor(Provides 24 hr weather

forecasts from NOAA)

DB

PV Sensor(Provides PV power

measurements)

DB

Grid Sensor

Provides utility

tariffs for the

next 24 hoursDB

Load Predictor(Forecasts electrical

load on 24 hr horizon)

70 71 72 73 74 75 760

100

200

300

400

500

600

700

time, days

Pow

er,

kW

Comparison between load and prediction

DB

PV Predictor(Processes third-party

PV forecasts)

DB

Storage Model(Simulates battery

behavior)

DB

Dispatch Planner(Optimizes power

dispatch for next 24 hr)

DB

Dispatch Contr.(Dispatches power

from resources)

DB

Load

Meas.

Weather

Data

PV

Meas. Power

Commands

CHP Predictor(own model under

development)

DB

Page 15: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

15

Bosch Energy Storage SolutionsAgenda

1. Energy Storage: Business field of Robert Bosch GmbH

2. Bosch Energy Storage Solutions: Introduction

3. Application cases for storage and references – Braderup

4. Energy Management System: The brain of our solutions

5. Smart integration of storage into a micro-grid

Page 16: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

16

Bosch Energy Storage SolutionProject Kelsterbach/Süwag: Micro grid - Self consumption

Storage system

• 50 kW / 135 kWh

• Lithium Ion batteries

• Modular 19” cabinet systems

• 7 battery cabinets

• 2 PCS + controls cabinets

• 3 phase system

• Coupled to CHP & PV

• Increase self consumption

• Operator: SÜWAG, Frankfurt-

Kelsterbach

Page 17: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

17

Objective: “grid friendly” operation of the micro grid

Minimize grid energy purchase (maximize self-consumption)

Minimize grid power purchase spikes

Minimize grid power feed-in spikes

Bosch Solution: Model Predictive Control (MPC)

Use forecasts for PV(and other RES), Load and in future CHP

Stochastic optimization to control Storage and CHP

Self learning algorithms improve forecasts over time

Bosch Energy Storage SolutionsEnergy Management Goals

Page 18: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

18

Bosch Energy Storage SolutionsPredictive algorithms for optimized operation

Wit

ho

ut

EM

SO

pti

miz

ed

op

era

tio

n

Page 19: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

19

Bosch Energy Storage SolutionsResults

KPIs, average since 10.12.15, Status 08.03.16:

Self consumption = 96.25% ; self sufficiency rate = 82.5 %;

Reduction of peak load PmaxOPP/Pmax

CC = 0.66 34 %

Reduction of feed-in peaks PminOPP/Pmin

CC = 0,64 36 %

Jan/16 Feb Mar0.86

0.88

0.9

0.92

0.94

0.96

0.98

Sel

f-con

sum

ptio

n

Average: 0.96251

Jan/16 Feb Mar0.4

0.6

0.8

1

1.2

1.4

Pm

ax

OP

P /

Pm

ax

CC

Average: 0.6611

Jan/16 Feb Mar

0.7

0.8

0.9

1

Aut

arky

Average: 0.82526

Jan/16 Feb Mar0

0.5

1

1.5

Pm

in

OP

P /

Pm

in

CC

Average: 0.64014

Page 20: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

20

Bosch Energy Storage SolutionsRepresentative good day (12/29/2015)

KPIs:

Reduction of feed-in peaks: 54%

Reduction of grid purchase: 56%

Self consumption: 96,2%

Self sufficiency rate: 88,9%

12/29/15-00:00 03:00 06:00 09:00 12:00 15:00 18:00 21:00 12/30-00:00-20

0

20

40

60

80

100

120

Po

we

r (k

W),

SO

E (

%)

Grid(kW)

Grid-CC(kW)

PV(kW)

CHP(kW)

SOE(%)

Load(kW)

Page 21: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

G6/PJ-ESS2 | 3/22/2016

Bosch Energy Storage Solutions

© Robert Bosch GmbH 2016. All rights reserved, also regarding any disposal, exploitation, reproduction, editing, distribution, as well as in the event of applications for industrial property rights.

21

Bosch Energy Storage SolutionsSummary: Storage advantages/ possible applications with RES

Advantages:

• Fast deployment

• moveable

• Can be used for multiple

applications/ functions and services

• Modular extendable

• Fast and precise power regulation

within whole power range (0- 100%)

• Combination of different generation

assets (PV, Wind, CHP)

• Optimization through clever software

Possible applications:

• Improve forecast/ balancing group

optimization

• Enable participation in reserve

markets (PRM,SRL,MRL)

• Support grid service functions –

reactive power supply; voltage

support

• Peak shaving/ load shifting,

smoothening

Page 22: Bosch Energy Storage Solutions Smart integration of storagefiles.messe.de/abstracts/72295_20160428_BESS_presentation_Schi… · forecast accuracy increase • Micro-grid with conventional

Thank you for your attention!Contact: [email protected]

Please visit our homepage: http://boschenergystoragesolutions.com/en/

and our blog: http://boschenergystoragesolutions.com/en/blog