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Table 2 System parameters used for modeling

From: Indicators for the optimization of sustainable urban energy systems based on energy system modeling

Components

Periodical

Variable

PEF

Periodical GHG

Variable GHG

Efficiency

 

costs

costs

 

emissions

emissions

 

EUR/(kW\(\cdot\)a)

EUR/kWh

 

g/(kW\(\cdot\)a)

g/kWh

 

Electricity import (residential, 0% renewables)

0

0.3106

2.3

–

624

–

Electricity import (commercial, 0% renewables)

0

0.2156

2.3

–

624

–

Electricity import (residential, 42% renewables)

0

0.3106

1.6

–

474

–

Electricity import (commercial, 42% renewables)

0

0.2156

1.6

–

474

–

Electricity import (residential, 100% renewables)

0

0.3106

1

–

28

–

Electricity import (commercial, 100% renewables)

0

0.2156

1

–

28

–

Electricity export (PV)

0

\(-\) 0.1293

\(-\) 1.2

–

− 56

–

Electricity export (CHP, biogas)

0

\(-\) 0.0892

\(-\) 2.91

–

− 125

–

Electricity export (CHP, natural gas)

0

\(-\) 0.0505

\(-\) 1.91

–

− 414

–

Natural gas import (residential)

0

0.0644

–

–

0

–

Natural gas import (commercial)

0

0.0455

–

–

0

–

Photovoltaic systems\(^{a}\)

92

0

1.2

–\(^{d}\)

56

\(^{e}\)

Gas heating systems

30

–\(^{c}\)

1.34

–

228

0.85

Natural gas CHP (electric output)

14

–\(^{c}\)

1.91

–\(^{d}\)

414

0.35

Natural gas CHP (thermal output)

–\(^{b}\)

–\(^{c}\)

0.76

–\(^{d}\)

165

0.55

Biogas CHP (electric output)

14

–\(^{c}\)

2.91

–\(^{d}\)

125

0.35

Biogas CHP (thermal output)

–\(^{b}\)

–\(^{c}\)

1.42

–\(^{d}\)

100

0.55

District heat network

30

0

–

–

0

0.85

Biomass cultivation & biogas production

–\(^{g}\)

0.097

–\(^{f}\)

–\(^{f}\)

–\(^{f}\)

–\(^{f}\)

Biogas production

Taken into account through life cycle analysis in the CHP

Building heat networks

Taken into account with the gas heating system respectively the district heating network

Electricity grid

Considered as loss-free

Natural gas grid

Considered as loss-free

Demands

Annual

Load

    
 

Demand

Profile

    

kWh/a

     

Residential electricity demand

3600000.0

h0

    

Commercial electricity demand

7312390.1

g0

    

Residential heat demand

20810072.5

efh/mfh

    

Commercial heat demand

10927989.6

ghd

    
  1. Parameters are estimated based on databases [63, 66, 67], legal bases [68], standards [32, 69], research articles [70], technical studies [71,72,73], comparison of market energy tariffs, data from the municipality of Herne and the German federal state of North Rhine-Westphalia as well as expert estimates. Annualized capital costs of investment are used
  2. \(^{a}\)Azimuth: 180\(^\circ\), tilt: 35\(^\circ\), albedo: 0.18, altitude: 60 m, latitude: 52.13\(^\circ\), longitude: 7.36\(^\circ\), module: Panasonic VBHN235SA06B
  3. \(^{b}\)Costs considered with the periodical costs of the CHP’s electric capacity
  4. \(^{c}\)Costs are considered with the purchase costs of the fuels
  5. \(^{d}\)Through life cycle assessments, the periodic emissions are considered with the components variable costs
  6. \(^{e}\)Depending on the operating point
  7. \(^{f}\)Taken into account through life cycle analysis in the CHP
  8. \(^{g}\)Considered with the variable costs of the biogas process