Waste-to-Energy Generation: Complex Efficiency Analysis of Modern Technologies
Abstract
:1. Introduction
2. Critical Review of Energy from MSW Technologies
2.1. MSW Handling Methods
2.2. MSW Heat Treatment Types
2.2.1. Incineration
2.2.2. Gasification
2.2.3. Pyrolisys
3. Materials and Methods
3.1. Establishing the Dataset Frame
3.1.1. Economic Variables Defining
3.1.2. Environmental Variables Defining
- is imported energy (GJ/year);
- is energy consumed from fuels other than MSW (GJ/year);
- is energy from MSW (GJ/year);
- is the climate correction factor [35].
3.2. Collecting the Data
3.3. Preparing the Data
3.4. Assigning Weight to the BSC Parameters
4. Results and Discussion
4.1. Calculating Integral Efficiency Indicator
4.2. Comparative MSW Heat Methods Analysis
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
Appendix A. A Set of Environmental Indicators for MSW Heat Treatment Enterprises
Appendix A.1. Enterprises’ Capacity and Efficiency Indicators
Code | Type | Capacity | EER | HER | EE_EU |
---|---|---|---|---|---|
Efficiency | |||||
- | categorical | tones annually | % | % | - |
567 | Pyrolysis | 287,000 | 22.0 | - | 0.8000 |
670 | Gasification | 193,675 | 27.4 | 61.4 | 0.9410 |
678 | Gasification | 374,000 | 47.0 | 45.0 | 0.9500 |
916 | Incineration moving grate | 500,000 | 24.2 | 5.5 | 0.8980 |
938 | Pyrolisys | 120,000 | 18.0 | - | 0.8000 |
1295 | Plasma Gasification | 193,450 | 23.0 | - | 0.6046 |
1876 | Pyrolisys | 1,000,000 | - | 70.0 | 0.8000 |
1961 | Incineration rotary kiln | 700,000 | 11.0 | 73.0 | 0.9100 |
1981 | Incineration rotary kiln | 182,500 | 13.0 | - | 0.9100 |
2117 | Incineration moving grate | 711,000 | 14.0 | 26.0 | 0.8980 |
2118 | Incineration fluidized bed | 75,000 | 15.0 | - | 0.6046 |
2119 | Incineration moving grate | 711,000 | 16.0 | 28.5 | 0.8980 |
2120 | Incineration rotary kiln | 365,000 | 20.0 | - | 0.9100 |
Appendix A.2. Enterprises’ Emissions Indicators
Code | Dust | SO2 | NOx | CO | TOC | HCL | HF | Metals | Hg | PCDD/F | Cd |
---|---|---|---|---|---|---|---|---|---|---|---|
Emissions | |||||||||||
- | mg/m3 | mg/m3 | mg/m3 | mg/m3 | mg/m3 | mg/m3 | mg/m3 | mg/m3 | mg/m3 | ng TEQ/m3 | mg/Nm3 |
567 | 0.95 | 8.00 | 166.90 | 10.00 | 0.00 | 5.10 | 0.00 | 0.03 | 0.01 | 0.00 | 0.01 |
670 | 0.13 | 1.06 | 133.00 | 8.01 | 0.38 | 0.13 | 0.00 | 1.44 | 0.00 | 0.00 | 0.00 |
678 | 0.13 | 0.70 | 2.50 | 1.50 | 0.00 | 0.13 | 0.00 | 1.44 | 33.02 | 0.00 | 0.06 |
916 | 0.44 | 0.40 | 41.40 | 5.50 | 1.87 | 1.90 | 0.46 | 99.22 | 0.00 | 0.01 | 0.00 |
938 | 0.33 | 0.52 | 104.42 | 1.77 | 0.25 | 3.74 | 0.14 | 27.47 | 0.39 | 0.00 | 0.19 |
1295 | 6.80 | 3.30 | 20.90 | 6.20 | 4.00 | 3.70 | 0.03 | 45.00 | 0.02 | 0.01 | 0.14 |
1876 | 2.90 | 9.29 | 148.86 | 24.52 | 0.88 | 7.54 | 78.90 | 13.75 | 3.86 | 0.00 | 0.45 |
1961 | 9.10 | 18.09 | 2.60 | 2.10 | 0.00 | 3.87 | 7.40 | 1.00 | 0.01 | 0.00 | 0.00 |
1981 | 35.70 | 8.70 | 46.66 | 11.37 | 0.20 | 3.87 | 7.62 | 2500.00 | 76.40 | 0.00 | 0.18 |
2117 | 8.70 | 51.00 | 927.00 | 51.00 | 0.96 | 18.30 | 0.90 | 684.00 | 10.00 | 0.00 | 0.01 |
2118 | 4.86 | 49.20 | 106.00 | 95.20 | 1.44 | 4.85 | 0.26 | 289.89 | 9.55 | 0.00 | 0.00 |
2119 | 0.00 | 15.00 | 850.00 | 200.00 | 0.96 | 10.10 | 0.68 | 684.00 | 10.00 | 0.00 | 0.00 |
2120 | 1.14 | 10.11 | 10.04 | 0.84 | 9.70 | 3.87 | 7.62 | 1.00 | 0.01 | 0.00 | 0.00 |
Appendix A.3. Enterprises’ Life Cycle Assessment Indicators
Code | GW | AC | TE | POFh | HTa | HTs | ETs |
---|---|---|---|---|---|---|---|
LCA | |||||||
- | kg CO2-equivalent | m2 unprotected ecosystem | m2 unprotected ecosystem | pers·ppm·hour | m3 air | m3 solid | m3 solid |
567 | 0.0050 | −0.0200 | −0.0035 | −0.0050 | −0.0020 | 0.4000 | None |
670 | −0.0500 | −0.0300 | −0.0100 | −0.0250 | −0.0040 | 0.3500 | None |
678 | 0.6250 | −0.0300 | −0.0100 | −0.0250 | −0.0040 | 0.3500 | None |
916 | −0.0100 | −0.0220 | −0.0070 | −0.0100 | −0.0030 | 0.0030 | None |
938 | 0.0024 | 0.0375 | 0.0375 | 0.0022 | 0.0684 | 0.0108 | None |
1295 | 0.0100 | −0.0180 | −0.0070 | −0.0750 | −0.0030 | 0.0250 | None |
1876 | 0.0400 | −1.0000 | −0.0370 | −1.0000 | −0.0450 | −0.0450 | None |
1961 | 0.6000 | 0.2188 | −0.0022 | 0.4520 | 0.0004 | 0.1117 | 0.000 |
1981 | 0.1393 | 0.4386 | −0.0013 | 0.4520 | 0.0004 | 0.1117 | 0.000 |
2117 | 0.0020 | −0.0070 | 0.0070 | 0.0070 | 0.0020 | 0.0170 | 0.000 |
2118 | 0.0110 | −0.0004 | 0.0090 | 0.0150 | 0.0040 | 0.0160 | 0.000 |
2119 | −0.0550 | 0.0000 | −0.0007 | 0.0003 | −0.0097 | −0.0097 | 0.000 |
2120 | −0.0500 | −0.0010 | −0.0013 | 0.4520 | 0.0004 | 0.1117 | 0.000 |
Source: Compiled by the authors. |
Appendix B. A Set of Economic Indicators for MSW Heat Treatment Enterprises
Code | Revenue | Expenses | ROI | Diesel_ash | Electricity_ash | Pre-Treatment |
---|---|---|---|---|---|---|
- | $ | $ | % | L/ton | kWh/ton | Boolean |
567 | 23,312,999 | 19,696,453 | 18.36% | 3.25 | 1.34 | 1 |
670 | 17,042,511 | 11,965,864 | 42.43% | 3.28 | 2.95 | 1 |
678 | 285,115,060 | 220,217,540 | 29.47% | 0.16 | 0.42 | 1 |
916 | 11,934,736,600 | 10,459,041,400 | 14.11% | 1.10 | 1.24 | 0 |
938 | 5,890,380 | 4,236,940 | 39.02% | 0.16 | 0.42 | 1 |
1295 | 48,472,172,162 | 42,301,654,078 | 14.59% | 0.74 | 1.15 | 0 |
1876 | 127,750,000 | 110,250,000 | 15.87% | 0.16 | 0.42 | 1 |
1961 | 754,715,700 | 602,775,900 | 25.21% | 0.16 | 0.42 | 0 |
1981 | 2,257,940 | 2,171,926 | 3.96% | 11.00 | 0.42 | 0 |
2117 | 49,433,805 | 47,156,088 | 4.83% | 5.60 | 1.30 | 0 |
2118 | 5,123,081 | 3,534,616 | 44.94% | 2.30 | 2.40 | 1 |
2119 | 49,433,805 | 47,156,088 | 4.83% | 0.16 | 0.42 | 0 |
2120 | 347,728,766 | 300,000,000 | 15.91% | 0.16 | 0.42 | 0 |
Source: Compiled by the authors. |
Appendix C. Integral Indicator of the Thermal Waste-to-Energy Technologies Environmental and Economic Efficiency Calculation Based on BSC
Appendix C.1. Incineration on a Mechanical Moving Grate Technology
Analysis | Analysis Weight | Indicator | Indicator Weight | Value | Assessment |
Economic | 0.50 | ROI | 0.40 | 0.0000 | 0.000 |
Diesel_ash | 0.01 | 0.5099 | −0.005 | ||
Electricity_ash | 0.01 | 0.2862 | −0.003 | ||
Pre-treatment | 0.08 | 0 | 0.000 | ||
Environmental_Capacity | 0.04 | Capacity | 0.04 | 1.0000 | 0.040 |
Environmental_Efficiency | 0.12 | EER | 0.04 | 0.1509 | 0.006 |
HER | 0.04 | 0.0000 | 0.000 | ||
EE_EU | 0.04 | 0.8607 | 0.034 | ||
Environmental_Emissions | 0.17 | Dust | 0.01545 | 0.1921 | −0.003 |
SO2 | 0.01545 | 0.4398 | −0.007 | ||
NOx | 0.01545 | 1.0000 | −0.015 | ||
CO | 0.01545 | 0.8928 | −0.014 | ||
TOC | 0.01545 | 0.2819 | −0.004 | ||
HCL | 0.01545 | 1.0000 | −0.015 | ||
HF | 0.01545 | 0.0258 | 0.000 | ||
Metals | 0.01545 | 0.5857 | −0.009 | ||
Hg | 0.01545 | 0.2611 | −0.004 | ||
PCDD/F | 0.01545 | 0.3333 | −0.005 | ||
Cd | 0.01545 | 0.0058 | 0.000 | ||
Environmental_LCA | 0.17 | GW | 0.02429 | 0.0000 | 0.000 |
AC | 0.02429 | 0.5818 | −0.014 | ||
TE | 0.02429 | 0.5134 | −0.012 | ||
POFh | 0.02429 | 0.4240 | −0.010 | ||
HTa | 0.02429 | 0.0389 | −0.001 | ||
HTs | 0.02429 | 0.0000 | 0.000 | ||
ETs | 0.02429 | 1.0000 | −0.024 | ||
SUM | 1.0 | 1.0 | −0.067 |
Appendix C.2. Incineration in a Rotary Kiln Technology
Analysis | Analysis Weight | Indicator | Indicator Weight | Value | Assessment |
Economic | 0.50 | ROI | 0.40 | 0.1919 | 0.077 |
Diesel_ash | 0.01 | 1.0000 | −0.010 | ||
Electricity_ash | 0.01 | 0.0000 | 0.000 | ||
Pre-treatment | 0.08 | 0 | 0.000 | ||
Environmental_Capacity | 0.04 | Capacity | 0.04 | 0.6025 | 0.024 |
Environmental_Efficiency | 0.12 | EER | 0.04 | 0.0000 | 0.000 |
HER | 0.04 | 1.0000 | 0.040 | ||
EE_EU | 0.04 | 0.8959 | 0.036 | ||
Environmental_Emissions | 0.17 | Dust | 0.01545 | 1.0000 | −0.015 |
SO2 | 0.01545 | 0.2363 | −0.004 | ||
NOx | 0.01545 | 0.0000 | 0.000 | ||
CO | 0.01545 | 0.0002 | 0.000 | ||
TOC | 0.01545 | 0.8164 | −0.013 | ||
HCL | 0.01545 | 0.3750 | −0.006 | ||
HF | 0.01545 | 0.2864 | −0.004 | ||
Metals | 0.01545 | 1.0000 | −0.015 | ||
Hg | 0.01545 | 1.0000 | −0.015 | ||
PCDD/F | 0.01545 | 0.0092 | 0.000 | ||
Cd | 0.01545 | 0.2714 | −0.004 | ||
Environmental_LCA | 0.17 | GW | 0.02429 | 0.8129 | −0.020 |
AC | 0.02429 | 1.0000 | −0.024 | ||
TE | 0.02429 | 0.4424 | −0.011 | ||
POFh | 0.02429 | 1.0000 | −0.024 | ||
HTa | 0.02429 | 0.3925 | −0.010 | ||
HTs | 0.02429 | 0.3124 | −0.008 | ||
ETs | 0.02429 | 0.6667 | −0.016 | ||
SUM | 1.0 | 1.0 | −0.023 |
Appendix C.3. Incineration in a Circulating Fluidized Bed Technology
Analysis | Analysis Weight | Indicator | Indicator Weight | Value | Assessment |
---|---|---|---|---|---|
Economic | 0.50 | ROI | 0.40 | 1.0000 | 0.400 |
Diesel_ash | 0.01 | 0.5143 | −0.005 | ||
Electricity_ash | 0.01 | 1.0000 | −0.010 | ||
Pre-treatment | 0.08 | 1 | −0.080 | ||
Environmental_Capacity | 0.04 | Capacity | 0.04 | 0.0000 | 0.000 |
Environmental_Efficiency | 0.12 | EER | 0.04 | 0.0148 | 0.001 |
HER | 0.04 | - | − | ||
EE_EU | 0.04 | 0.0000 | 0.000 | ||
Environmental_Emissions | 0.17 | Dust | 0.01545 | 0.3116 | −0.005 |
SO2 | 0.01545 | 1.0000 | −0.015 | ||
NOx | 0.01545 | 0.1471 | −0.002 | ||
CO | 0.01545 | 1.0000 | −0.015 | ||
TOC | 0.01545 | 0.3289 | −0.005 | ||
HCL | 0.01545 | 0.4734 | −0.007 | ||
HF | 0.01545 | 0.0099 | 0.000 | ||
Metals | 0.01545 | 0.3465 | −0.005 | ||
Hg | 0.01545 | 0.3745 | −0.006 | ||
PCDD/F | 0.01545 | 0.0000 | 0.000 | ||
Cd | 0.01545 | 0.0000 | 0.000 | ||
Environmental_LCA | 0.17 | GW | 0.02429 | 0.1037 | −0.003 |
AC | 0.02429 | 0.5988 | −0.015 | ||
TE | 0.02429 | 1.0000 | −0.024 | ||
POFh | 0.02429 | 0.4442 | −0.011 | ||
HTa | 0.02429 | 0.7186 | −0.017 | ||
HTs | 0.02429 | 0.0363 | −0.001 | ||
ETs | 0.02429 | 0.0000 | 0.000 | ||
SUM | 1.0 | 1.0 | 0.174 |
Appendix C.4. Conventional Gasification Technology
Analysis | Analysis Weight | Indicator | Indicator Weight | Value | Assessment |
---|---|---|---|---|---|
Economic | 0.50 | ROI | 0.40 | 0.7571 | 0.303 |
Diesel_ash | 0.01 | 0.3231 | −0.003 | ||
Electricity_ash | 0.01 | 0.6389 | −0.006 | ||
Pre-treatment | 0.08 | 1 | −0.080 | ||
Environmental_Capacity | 0.04 | Capacity | 0.04 | 0.3692 | 0.015 |
Environmental_Efficiency | 0.12 | EER | 0.04 | 1.0000 | 0.040 |
HER | 0.04 | 0.6264 | 0.025 | ||
EE_EU | 0.04 | 1.0000 | 0.040 | ||
Environmental_Emissions | 0.17 | Dust | 0.01545 | 0.0000 | 0.000 |
SO2 | 0.01545 | 0.0000 | 0.000 | ||
NOx | 0.01545 | 0.0818 | −0.001 | ||
CO | 0.01545 | 0.0000 | 0.000 | ||
TOC | 0.01545 | 0.0000 | 0.000 | ||
HCL | 0.01545 | 0.0000 | 0.000 | ||
HF | 0.01545 | 0.0000 | 0.000 | ||
Metals | 0.01545 | 0.0000 | 0.000 | ||
Hg | 0.01545 | 0.6478 | −0.010 | ||
PCDD/F | 0.01545 | 0.3333 | −0.005 | ||
Cd | 0.01545 | 0.1334 | −0.002 | ||
Environmental_LCA | 0.17 | GW | 0.02429 | 1.0000 | −0.024 |
AC | 0.02429 | 0.5446 | −0.013 | ||
TE | 0.02429 | 0.0000 | 0.000 | ||
POFh | 0.02429 | 0.3933 | −0.010 | ||
HTa | 0.02429 | 0.0000 | 0.000 | ||
HTs | 0.02429 | 1.0000 | −0.024 | ||
ETs | 0.02429 | None | None | ||
SUM | 1.0 | 1.0 | 0.243 |
Appendix C.5. Plasma Gasification Technology
Analysis | Analysis Weight | Indicator | Indicator Weight | Value | Assessment |
Economic | 0.50 | ROI | 0.40 | 0.1800 | 0.072 |
Diesel_ash | 0.01 | 0.0000 | 0.000 | ||
Electricity_ash | 0.01 | 0.3687 | −0.004 | ||
Pre-treatment | 0.08 | 0 | 0.000 | ||
Environmental_Capacity | 0.04 | Capacity | 0.04 | 0.2094 | 0.008 |
Environmental_Efficiency | 0.12 | EER | 0.04 | 0.3698 | 0.022 |
HER | 0.04 | - | − | ||
EE_EU | 0.04 | 0.0000 | 0.000 | ||
Environmental_Emissions | 0.17 | Dust | 0.01545 | 0.4393 | −0.007 |
SO2 | 0.01545 | 0.0501 | −0.001 | ||
NOx | 0.01545 | 0.0019 | 0.000 | ||
CO | 0.01545 | 0.0160 | 0.000 | ||
TOC | 0.01545 | 1.0000 | −0.015 | ||
HCL | 0.01545 | 0.3581 | −0.006 | ||
HF | 0.01545 | 0.0011 | 0.000 | ||
Metals | 0.01545 | 0.0523 | −0.001 | ||
Hg | 0.01545 | 0.0000 | 0.000 | ||
PCDD/F | 0.01545 | 1.0000 | −0.015 | ||
Cd | 0.01545 | 0.6478 | −0.010 | ||
Environmental_LCA | 0.17 | GW | 0.02429 | 0.1005 | −0.002 |
AC | 0.02429 | 0.5666 | −0.014 | ||
TE | 0.02429 | 0.1579 | −0.004 | ||
POFh | 0.02429 | 0.3297 | −0.008 | ||
HTa | 0.02429 | 0.0898 | −0.002 | ||
HTs | 0.02429 | 0.0622 | −0.002 | ||
ETs | 0.02429 | None | None | ||
SUM | 1.0 | 1.0 | 0.012 |
Appendix C.6. Pyrolysis Technology
Analysis | Analysis Weight | Indicator | Indicator Weight | Value | Assessment |
Economic | 0.50 | ROI | 0.40 | 0.4456 | 0.178 |
Diesel_ash | 0.01 | 0.1484 | −0.001 | ||
Electricity_ash | 0.01 | 0.1549 | −0.002 | ||
Pre-treatment | 0.08 | 1 | −0.080 | ||
Environmental_Capacity | 0.04 | Capacity | 0.04 | 0.6965 | 0.028 |
Environmental_Efficiency | 0.12 | EER | 0.04 | 0.2367 | 0.009 |
HER | 0.04 | 0.9434 | 0.038 | ||
EE_EU | 0.04 | 0.5732 | 0.023 | ||
Environmental_Emissions | 0.17 | Dust | 0.01545 | 0.0832 | −0.001 |
SO2 | 0.01545 | 0.1046 | −0.002 | ||
NOx | 0.01545 | 0.2052 | −0.003 | ||
CO | 0.01545 | 0.0812 | −0.001 | ||
TOC | 0.01545 | 0.0489 | −0.001 | ||
HCL | 0.01545 | 0.5347 | −0.008 | ||
HF | 0.01545 | 1.0000 | −0.015 | ||
Metals | 0.01545 | 0.0148 | 0.000 | ||
Hg | 0.01545 | 0.0550 | −0.001 | ||
PCDD/F | 0.01545 | 0.1664 | −0.003 | ||
Cd | 0.01545 | 1.0000 | −0.015 | ||
Environmental_LCA | 0.17 | GW | 0.02429 | 0.1193 | −0.003 |
AC | 0.02429 | 0.0000 | 0.000 | ||
TE | 0.02429 | 0.4737 | −0.012 | ||
POFh | 0.02429 | 0.0000 | 0.000 | ||
HTa | 0.02429 | 1.0000 | −0.024 | ||
HTs | 0.02429 | 0.3419 | −0.008 | ||
ETs | 0.02429 | None | None | ||
SUM | 1.0 | 1.0 | 0.095 | ||
Source: Compiled by the authors. |
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Analysis | Analysis Weight | Assessment for Incineration Moving Grate | Assessment for Incineration Rotary Kiln | Assessment for Fluidized Bed | Assessment for Gasification | Assessment for Plasma Gasification | Assessment for Pyrolysis |
---|---|---|---|---|---|---|---|
Economic | 0.50 | −0.008 | 0.067 | 0.305 | 0.213 | 0.068 | 0.095 |
Environmental_Capacity | 0.04 | 0.040 | 0.024 | 0.000 | 0.015 | 0.008 | 0.028 |
Environmental_Efficiency | 0.12 | 0.040 | 0.076 | 0.001 | 0.105 | 0.022 | 0.070 |
Environmental_Emissions | 0.17 | −0.078 | −0.077 | −0.062 | −0.018 | −0.055 | −0.051 |
Environmental_LCA | 0.17 | −0.062 | −0.112 | −0.070 | −0.071 | −0.032 | −0.047 |
SUM | 1.0 | −0.067 | −0.023 | 0.174 | 0.243 | 0.012 | 0.095 |
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Vukovic, N.; Makogon, E. Waste-to-Energy Generation: Complex Efficiency Analysis of Modern Technologies. Sustainability 2022, 14, 13814. https://doi.org/10.3390/su142113814
Vukovic N, Makogon E. Waste-to-Energy Generation: Complex Efficiency Analysis of Modern Technologies. Sustainability. 2022; 14(21):13814. https://doi.org/10.3390/su142113814
Chicago/Turabian StyleVukovic, Natalia, and Evgenia Makogon. 2022. "Waste-to-Energy Generation: Complex Efficiency Analysis of Modern Technologies" Sustainability 14, no. 21: 13814. https://doi.org/10.3390/su142113814