Skip to main content
. 2022 Jan 28;15(4):1797–1819. doi: 10.1007/s12155-021-10365-2

Table 4.

Equations used for the calculation and normalization of the indicators

Indicator ID and name Calculation method Eq Variables
GHGm: Mitigation of GHG emissions

GHGm=M=eMteM

M=Gref-GbGref

(1)

M•, normalized mitigation of GHG emissions (—)

Mt•, threshold of the mitigation of the GHG emissions, expressed as fraction (—)

M•, mitigation of GHG emissions by the bioenergy system, expressed as fraction (—)

Gref•, life cycle GHG emissions of the reference system (g CO2eq/MJ)

Gb•, life cycle GHG emissions of the bioenergy system (g CO2eq/MJ)

PMe: Particulate matter emissions PMe=PM=PMPMt (2)

PM•, normalized emissions of particulate matter (—)

PM•, particulate matter concentration in flue gases (industrial end-use [mg/m3]) or in ambient air (end-use in or affecting enclosed spaces [μg/m3])

PMt•, threshold particulate matter concentration in flue gases (industrial end-use [mg/m3]) or in ambient air (end-use in or affecting enclosed spaces [μg/m3])

COe: Carbon monoxide emissions COe=CO=COCOt (3)

CO•, normalized emissions of carbon monoxide (—)

CO•, carbon monoxide concentration in flue gases (industrial end-use [ppmV]) or in ambient air (end-use in or affecting enclosed spaces [mg/m3])

COt•, threshold carbon monoxide concentration in flue gases (industrial end-use [ppmV]) or in ambient air (end-use in or affecting enclosed spaces [mg/m3])

WINT: Water intensity

WINT=Ib=IbIt

Ib=wbEb

(4)

Ib•, normalized water intensity of the bioenergy system (—)

Ib•, water intensity of the bioenergy system (m3/kWh)

It•, threshold of the water intensity of the reference end-use energy in Mexico: for electricity generation (= 0.011 m3/kWh) or for heat generation (0.025 m3/GJ)

wb•, freshwater consumption in the stages of biomass transformation, energy generation, and end-use (m3/a)

Eb•, energy generated in the bioenergy system (kWh/a)

WEUT: Contribution to water eutrophication

WEUT=PCeq=CODCOD1andTN<1TNCOD<1andTN1PCeqPCeq,tCOD1andTN1PCeqPCeq,tCOD<1andTN<1  

COD=CODCODt;TN=TNTNt  

PCeq=0.022COD+0.42TN1000

PCeq,t=0.022CODt+0.42TNt1000

(5)

PCeq•, normalized concentration of phosphate equivalent (—)

COD•, ratio of chemical oxygen demands (system to threshold) (—)

TN•, ratio of total nitrogen content (system to threshold) (—)

PCeq•, concentration of phosphate equivalent in water discharges (kgPO4eq3-/m3)

PCeq,t•, threshold of the concentration of phosphate equivalent in water discharges (kgPO4eq3-/m3)

COD•, chemical oxygen demand in water discharges (mg/L)

CODt•, threshold of the average chemical oxygen demand in water discharges (mg/L)

TN•, total nitrogen concentration in water discharges (mg/L)

TNt•, threshold of the average total nitrogen concentration in water discharges (mg/L)

nBCR: Normalized benefit–cost ratio

nBCR=BCR=1BCR

BCR=i=0TBi1+rii=0TCt1+ri

(6)

•BCR*, normalized benefit–cost ratio (—)

•BCR, benefit–cost ratio (—)

Bi, benefits of the project in the ith period ($)

Ci, costs of the project in the ith period ($)

r, real discount rate (%)

i, time period of analysis (year)

T, total number of analyzed periods (years)

nEROI: Normalized energy return on investment

nEROI=EROI=EROItEROI

EROI=EbEd

(7)

EROI•, normalized EROI (—)

EROIt•, threshold value of the EROI for renewable energy (= 3.0) [27]

EROI•, Energy return on investment of the bioenergy system (—)

Eb•, energy generated in the bioenergy system (MW)

Ed•, life cycle cumulative energy demand of the bioenergy system (MW)

nFER: Normalized fossil energy ratio

nFER=FER=FERtFER

FER=EbEd,f

(8)

FER•, normalized FER (—)

FERt•, threshold value of the FER for renewable energy (= 5.0) [28]

FER•, fossil energy ratio of the bioenergy system (—)

Eb•, energy generated by the bioenergy system (MW)

Ed,f•, life cycle cumulative fossil-energy demand of the bioenergy system (MW)

EDIR: Direct employment

EDIR=DE=DEtDE

DE=WTEb1

(9)

DE•, normalized direct employment (—)

DEt•, threshold value, corresponding to the worker time per unit of energy produced in the reference system (electricity from natural gas) (worker-year/GJ)

DE•, direct worker time per unit of energy produced (worker-year/GJ)

WT•, worker-time directly involved in the activities of biomass procuring, maintenance and operation of the bioenergy generating system (worker-year)

Eb•, energy generated by the bioenergy system, measured before distribution and end-use (GJ)

EGEN: Gender equality among employees

EGEN=GE=(50-GE)GEt(50-GEt)GE

GE=minWM,WWWM+WF×100

(10)

GE•, normalized gender equality among workers (—)

GE•, percentage of direct workers in the bioenergy system of the least represented gender [%]

GEt•, threshold value for the percentage of workers of the least represented gender (%)

WM•, number of male workers directly involved in the bioenergy system (—)

WW•, number of female workers directly involved in the bioenergy system (—)

•The number 50 refers to the ideal value of GE (50%)

EFORM: Formal employment EFORM=FE=(100-FE)FEt(100-FEt)FE (11)

FE•, normalized formal employment (—)

•FE, percentage of direct workers in the bioenergy system having formal employment (social security) (%)

FEt•, threshold of the percentage of workers having formal employment (social security) (%)

•The number 100 refers to the ideal value of FE (100%)

EDU: Educational level of workers EDU=EL=(100-EL)ELt(100-ELt)EL (12)

EL•, normalized educational level of workers (—)

EL•, percentage of direct workers in the bioenergy system that completed the compulsory education level (%)

ELt•, threshold of the percentage of workers that completed the compulsory education (%)

•The number 100 refers to the ideal value of EL (100%)

EARN: Average earnings per capita

EARN=AE=AEtAE

AE=112Wri=1WrAEi

(13)

AE•, normalized average earnings per capita (—)

AE•, average earnings per capita of the direct rural workers in the biorefinery system ($/month/worker)

AEt•, poverty threshold defined for the rural population in Mexico ($/month/worker)

Wr•, number of direct rural workers directly involved in the bioenergy system (—)

AEi•, average annual earnings of the ith worker ($/a)