ANL-CEEESA
/
RELOG
mirror of https://github.com/ANL-CEEESA/RELOG.git
1
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity

Implement transportation emissions

Browse Source
circular
Alinson S. Xavier 1 week ago
parent ca06db2870
commit 157cd500ef
8 changed files with 212 additions and 41 deletions
Show Stats Download Patch File Download Diff File

66
docs/src/problem.md
Unescape View File

@ -39,6 +39,7 @@ The mathematical model employed by RELOG is based on three main components:
| $C$ | Set of collection and distribution centers | | $C$ | Set of collection and distribution centers |
| $P$ | Set of manufacturing and recycling plants | | $P$ | Set of manufacturing and recycling plants |
| $M$ | Set of products and materials | | $M$ | Set of products and materials |
| $G$ | Set of greenhouse gases |
| $M^+_u$ | Set of output products of plant/center $u$. | | $M^+_u$ | Set of output products of plant/center $u$. |
| $M^-_u$ | Set of input products of plant/center $u$. | | $M^-_u$ | Set of input products of plant/center $u$. |
| $T$ | Set of time periods in the planning horizon. We assume $T=\{1,\ldots,t^{max}\}.$ | | $T$ | Set of time periods in the planning horizon. We assume $T=\{1,\ldots,t^{max}\}.$ |
@ -48,35 +49,37 @@ The mathematical model employed by RELOG is based on three main components:
## Constants ## Constants
| Symbol | Description | Unit | | Symbol | Description | Unit |
| :-------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------- | | :-------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------- |
| $K^{\text{dist}}_{uv}$ | Distance between plants/centers $u$ and $v$ | km | | $K^{\text{dist}}_{uv}$ | Distance between plants/centers $u$ and $v$ | km |
| $K^\text{cap}_{p}$ | Capacity of plant $p$, if the plant is open | tonne | | $K^\text{cap}_{p}$ | Capacity of plant $p$, if the plant is open | tonne |
| $K^\text{disp-limit}_{mt}$ | Maximum amount of material $m$ that can be disposed of (globally) at time $t$ | tonne | | $K^\text{disp-limit}_{mt}$ | Maximum amount of material $m$ that can be disposed of (globally) at time $t$ | tonne |
| $K^\text{disp-limit}_{mut}$ | Maximum amount of material $m$ that can be disposed of at plant/center $u$ at time $t$ | tonne | | $K^\text{disp-limit}_{mut}$ | Maximum amount of material $m$ that can be disposed of at plant/center $u$ at time $t$ | tonne |
| $K^\text{mix}_{pmt}$ | If plant $p$ receives one tonne of input material at time $t$, then $K^\text{mix}_{pmt}$ is the amount of product $m$ in this mix. Must be between zero and one, and the sum of these amounts must equal to one. | tonne | | $K^\text{mix}_{pmt}$ | If plant $p$ receives one tonne of input material at time $t$, then $K^\text{mix}_{pmt}$ is the amount of product $m$ in this mix. Must be between zero and one, and the sum of these amounts must equal to one. | tonne |
| $K^\text{output}_{pmt}$ | Amount of material $m$ produced by plant $p$ at time $t$ for each tonne of input material processed | tonne | | $K^\text{output}_{pmt}$ | Amount of material $m$ produced by plant $p$ at time $t$ for each tonne of input material processed | tonne |
| $R^\text{tr}_{mt}$ | Cost to send material $m$ at time $t$ | \$/km-tonne | | $K^\text{tr-em}_{gmt}$ | Amount of greenhouse gas $g$ released by transporting 1 tonne of material $m$ over one km at time $t$ | tonne/km-tonne |
| $R^\text{collect}_{cmt}$ | Cost of collecting material $m$ at center $c$ at time $t$ | \$/tonne | | $R^\text{tr}_{mt}$ | Cost to send material $m$ at time $t$ | \$/km-tonne |
| $R^\text{disp}_{umt}$ | Cost to dispose of material at plant/center $u$ at time $t$ | \$/tonne | | $R^\text{collect}_{cmt}$ | Cost of collecting material $m$ at center $c$ at time $t$ | \$/tonne |
| $R^\text{fix}_{ut}$ | Fixed operating cost for plant/center $u$ at time $t$ | \$ | | $R^\text{disp}_{umt}$ | Cost to dispose of material at plant/center $u$ at time $t$ | \$/tonne |
| $R^\text{open}_{pt}$ | Cost to open plant $p$ at time $t$ | \$ | | $R^\text{fix}_{ut}$ | Fixed operating cost for plant/center $u$ at time $t$ | \$ |
| $R^\text{rev}_{ct}$ | Revenue for selling the input product of center $c$ at this center at time $t$ | \$/tonne | | $R^\text{open}_{pt}$ | Cost to open plant $p$ at time $t$ | \$ |
| $R^\text{var}_{pt}$ | Cost to process one tonne of input material at plant $p$ at time $t$ | \$/tonne | | $R^\text{rev}_{ct}$ | Revenue for selling the input product of center $c$ at this center at time $t$ | \$/tonne |
| $K^\text{out-fix}_{cmt}$ | Fixed amount of material $m$ collected at center $m$ at time $t$ | \$/tonne | | $R^\text{var}_{pt}$ | Cost to process one tonne of input material at plant $p$ at time $t$ | \$/tonne |
| $K^\text{out-var}_{c,m,i}$ | Factor used to calculate variable amount of material $m$ collected at center $m$. See `eq_z_collected` for more details. | -- | | $K^\text{out-fix}_{cmt}$ | Fixed amount of material $m$ collected at center $m$ at time $t$ | \$/tonne |
| $K^\text{out-var-len}_{cm}$ | Length of the $K^\text{out-var}_{c,m,*}$ vector. | -- | | $K^\text{out-var}_{c,m,i}$ | Factor used to calculate variable amount of material $m$ collected at center $m$. See `eq_z_collected` for more details. | -- |
| $K^\text{out-var-len}_{cm}$ | Length of the $K^\text{out-var}_{c,m,*}$ vector. | -- |
## Decision variables ## Decision variables
| Symbol | JuMP name | Description | Unit | | Symbol | JuMP name | Description | Unit |
| :--------------------------- | :------------------------------- | :------------------------------------------------------------------------------- | :----- | | :--------------------------- | :------------------------------------------- | :------------------------------------------------------------------------------------------------------ | :----- |
| $x_{pt}$ | `x[p.name, t]` | One if plant $p$ is operational at time $t$ | binary | | $x_{pt}$ | `x[p.name, t]` | One if plant $p$ is operational at time $t$ | binary |
| $y_{uvmt}$ | `y[u.name, v.name, m.name, t]` | Amount of product $m$ sent from plant/center $u$ to plant/center $v$ at time $t$ | tonne | | $y_{uvmt}$ | `y[u.name, v.name, m.name, t]` | Amount of product $m$ sent from plant/center $u$ to plant/center $v$ at time $t$ | tonne |
| $z^{\text{collected}}_{cmt}$ | `z_collected[c.name, m.name, t]` | Amount of material $m$ collected by center $c$ at time $t$ | tonne | | $z^{\text{collected}}_{cmt}$ | `z_collected[c.name, m.name, t]` | Amount of material $m$ collected by center $c$ at time $t$ | tonne |
| $z^{\text{disp}}_{umt}$ | `z_disp[u.name, m.name, t]` | Amount of product $m$ disposed of at plant/center $u$ at time $t$ | tonne | | $z^{\text{disp}}_{umt}$ | `z_disp[u.name, m.name, t]` | Amount of product $m$ disposed of at plant/center $u$ at time $t$ | tonne |
| $z^{\text{input}}_{ut}$ | `z_input[u.name, t]` | Total plant/center input at time $t$ | tonne | | $z^{\text{input}}_{ut}$ | `z_input[u.name, t]` | Total plant/center input at time $t$ | tonne |
| $z^{\text{prod}}_{umt}$ | `z_prod[u.name, m.name, t]` | Amount of product $m$ produced by plant/center $u$ at time $t$ | tonne | | $z^{\text{prod}}_{umt}$ | `z_prod[u.name, m.name, t]` | Amount of product $m$ produced by plant/center $u$ at time $t$ | tonne |
| $z^{\text{tr-em}}_{guvmt}$ | `z_tr_em[g.name, u.name, v.name, m.name, t]` | Amount of greenhouse gas $g$ released at time $t$ due to transportation of material $m$ from $u$ to $v$ | tonne |
## Objective function ## Objective function
@ -264,4 +267,13 @@ The goals is to minimize a linear objective function with the following terms:
& \sum_{p \in P} z^\text{disp}_{pmt} + \sum_{c \in C} z^\text{disp}_{cmt} \leq K^\text{disp-limit}_{mt} & \sum_{p \in P} z^\text{disp}_{pmt} + \sum_{c \in C} z^\text{disp}_{cmt} \leq K^\text{disp-limit}_{mt}
& \forall m \in M, t \in T & \forall m \in M, t \in T
\end{align*} \end{align*}
``` ```
- Computation of transportation emissions (`eq_tr_em[g.name, u.name, v.name, m.name, t`)
```math
\begin{align*}
& z^{\text{tr-em}}_{guvmt} = K^{\text{dist}}_{uv} K^\text{tr-em}_{gmt} y_{uvmt}
& \forall g \in G, (u, v, m) \in E, t \in T
\end{align*}
```

17
src/instance/parse.jl
Unescape View File

@ -20,10 +20,11 @@ function parse(json)::Instance
error("Invalid distance metric: $distance_metric_str") error("Invalid distance metric: $distance_metric_str")
end end
timeseries(::Nothing; null_val=nothing) = repeat([null_val], time_horizon) timeseries(::Nothing; null_val = nothing) = repeat([null_val], time_horizon)
timeseries(x::Number; null_val=nothing) = repeat([x], time_horizon) timeseries(x::Number; null_val = nothing) = repeat([x], time_horizon)
timeseries(x::Array; null_val=nothing) = [xi === nothing ? null_val : xi for xi in x] timeseries(x::Array; null_val = nothing) = [xi === nothing ? null_val : xi for xi in x]
timeseries(d::OrderedDict; null_val=nothing) = OrderedDict(k => timeseries(v; null_val) for (k, v) in d) timeseries(d::OrderedDict; null_val = nothing) =
OrderedDict(k => timeseries(v; null_val) for (k, v) in d)
# Read products # Read products
products = Product[] products = Product[]
@ -32,7 +33,7 @@ function parse(json)::Instance
tr_cost = timeseries(pdict["transportation cost (\$/km/tonne)"]) tr_cost = timeseries(pdict["transportation cost (\$/km/tonne)"])
tr_energy = timeseries(pdict["transportation energy (J/km/tonne)"]) tr_energy = timeseries(pdict["transportation energy (J/km/tonne)"])
tr_emissions = timeseries(pdict["transportation emissions (tonne/km/tonne)"]) tr_emissions = timeseries(pdict["transportation emissions (tonne/km/tonne)"])
disposal_limit = timeseries(pdict["disposal limit (tonne)"], null_val=Inf) disposal_limit = timeseries(pdict["disposal limit (tonne)"], null_val = Inf)
prod = Product(; name, tr_cost, tr_energy, tr_emissions, disposal_limit) prod = Product(; name, tr_cost, tr_energy, tr_emissions, disposal_limit)
push!(products, prod) push!(products, prod)
products_by_name[name] = prod products_by_name[name] = prod
@ -52,10 +53,8 @@ function parse(json)::Instance
end end
outputs = [products_by_name[p] for p in cdict["outputs"]] outputs = [products_by_name[p] for p in cdict["outputs"]]
operating_cost = timeseries(cdict["operating cost (\$)"]) operating_cost = timeseries(cdict["operating cost (\$)"])
prod_dict(key, null_val) = OrderedDict( prod_dict(key, null_val) =
p => timeseries(cdict[key][p.name]; null_val) OrderedDict(p => timeseries(cdict[key][p.name]; null_val) for p in outputs)
for p in outputs
)
fixed_output = prod_dict("fixed output (tonne)", 0.0) fixed_output = prod_dict("fixed output (tonne)", 0.0)
var_output = prod_dict("variable output (tonne/tonne)", 0.0) var_output = prod_dict("variable output (tonne/tonne)", 0.0)
collection_cost = prod_dict("collection cost (\$/tonne)", 0.0) collection_cost = prod_dict("collection cost (\$/tonne)", 0.0)

16
src/model/build.jl
Unescape View File

@ -118,6 +118,12 @@ function build_model(instance::Instance; optimizer, variable_names::Bool = false
z_collected[c.name, m.name, t] = @variable(model, lower_bound = 0) z_collected[c.name, m.name, t] = @variable(model, lower_bound = 0)
end end
# Transportation emissions by greenhouse gas
z_tr_em = _init(model, :z_tr_em)
for (p1, p2, m) in E, t in T, g in keys(m.tr_emissions)
z_tr_em[g, p1.name, p2.name, m.name, t] = @variable(model, lower_bound = 0)
end
# Objective function # Objective function
# ------------------------------------------------------------------------- # -------------------------------------------------------------------------
@ -310,6 +316,16 @@ function build_model(instance::Instance; optimizer, variable_names::Bool = false
) )
end end
# Transportation emissions
eq_tr_em = _init(model, :eq_tr_em)
for (p1, p2, m) in E, t in T, g in keys(m.tr_emissions)
eq_tr_em[g, p1.name, p2.name, m.name, t] = @constraint(
model,
z_tr_em[g, p1.name, p2.name, m.name, t] ==
distances[p1, p2, m] * m.tr_emissions[g][t] * y[p1.name, p2.name, m.name, t]
)
end
if variable_names if variable_names
_set_names!(model) _set_names!(model)
end end

43
src/reports/transportation.jl
Unescape View File

@ -52,5 +52,48 @@ function transportation_report(model)::DataFrame
return df return df
end end
function transportation_emissions_report(model)::DataFrame
df = DataFrame()
df."source" = String[]
df."destination" = String[]
df."product" = String[]
df."emission" = String[]
df."year" = Int[]
df."amount sent (tonne)" = Float64[]
df."distance (km)" = Float64[]
df."emission factor (tonne/km/tonne)" = Float64[]
df."emission amount (tonne)" = Float64[]
E = model.ext[:E]
distances = model.ext[:distances]
T = 1:model.ext[:instance].time_horizon
for (p1, p2, m) in E, t in T, g in keys(m.tr_emissions)
amount = value(model[:y][p1.name, p2.name, m.name, t])
amount > 1e-3 || continue
distance = distances[p1, p2, m]
emission_factor = m.tr_emissions[g][t]
emissions = value(model[:z_tr_em][g, p1.name, p2.name, m.name, t])
push!(
df,
Dict(
"source" => p1.name,
"destination" => p2.name,
"product" => m.name,
"emission" => g,
"year" => t,
"amount sent (tonne)" => _round(amount),
"distance (km)" => _round(distance),
"emission factor (tonne/km/tonne)" => _round(emission_factor),
"emission amount (tonne)" => _round(emissions),
),
)
end
return df
end
write_transportation_report(solution, filename) = write_transportation_report(solution, filename) =
CSV.write(filename, transportation_report(solution)) CSV.write(filename, transportation_report(solution))
write_transportation_emissions_report(solution, filename) =
CSV.write(filename, transportation_emissions_report(solution))

7
test/fixtures/boat_example.jl vendored
Unescape View File

@ -68,7 +68,8 @@ function run_boat_example()
prod = dict( prod = dict(
"transportation cost (\$/km/tonne)" => 0.30, "transportation cost (\$/km/tonne)" => 0.30,
"transportation energy (J/km/tonne)" => 7_500, "transportation energy (J/km/tonne)" => 7_500,
"transportation emissions (tonne/km/tonne)" => dict("CO2" => 2.68), "transportation emissions (tonne/km/tonne)" =>
dict("CO2" => 2.68, "NH4" => 1.02),
"disposal limit (tonne)" => nothing, "disposal limit (tonne)" => nothing,
) )
@ -176,6 +177,10 @@ function run_boat_example()
RELOG.write_centers_report(model, fixture("boat_example/centers.csv")) RELOG.write_centers_report(model, fixture("boat_example/centers.csv"))
RELOG.write_center_outputs_report(model, fixture("boat_example/center_outputs.csv")) RELOG.write_center_outputs_report(model, fixture("boat_example/center_outputs.csv"))
RELOG.write_transportation_report(model, fixture("boat_example/transportation.csv")) RELOG.write_transportation_report(model, fixture("boat_example/transportation.csv"))
RELOG.write_transportation_emissions_report(
model,
fixture("boat_example/tr_emissions.csv"),
)
return return
end end

12
test/fixtures/boat_example.json vendored
Unescape View File

@ -11,7 +11,8 @@
"transportation cost ($/km/tonne)": 0.3, "transportation cost ($/km/tonne)": 0.3,
"transportation energy (J/km/tonne)": 7500, "transportation energy (J/km/tonne)": 7500,
"transportation emissions (tonne/km/tonne)": { "transportation emissions (tonne/km/tonne)": {
"CO2": 2.68 "CO2": 2.68,
"NH4": 1.02
}, },
"disposal limit (tonne)": null "disposal limit (tonne)": null
}, },
@ -19,7 +20,8 @@
"transportation cost ($/km/tonne)": 0.3, "transportation cost ($/km/tonne)": 0.3,
"transportation energy (J/km/tonne)": 7500, "transportation energy (J/km/tonne)": 7500,
"transportation emissions (tonne/km/tonne)": { "transportation emissions (tonne/km/tonne)": {
"CO2": 2.68 "CO2": 2.68,
"NH4": 1.02
}, },
"disposal limit (tonne)": null "disposal limit (tonne)": null
}, },
@ -27,7 +29,8 @@
"transportation cost ($/km/tonne)": 0.3, "transportation cost ($/km/tonne)": 0.3,
"transportation energy (J/km/tonne)": 7500, "transportation energy (J/km/tonne)": 7500,
"transportation emissions (tonne/km/tonne)": { "transportation emissions (tonne/km/tonne)": {
"CO2": 2.68 "CO2": 2.68,
"NH4": 1.02
}, },
"disposal limit (tonne)": null "disposal limit (tonne)": null
}, },
@ -35,7 +38,8 @@
"transportation cost ($/km/tonne)": 0.3, "transportation cost ($/km/tonne)": 0.3,
"transportation energy (J/km/tonne)": 7500, "transportation energy (J/km/tonne)": 7500,
"transportation emissions (tonne/km/tonne)": { "transportation emissions (tonne/km/tonne)": {
"CO2": 2.68 "CO2": 2.68,
"NH4": 1.02
}, },
"disposal limit (tonne)": null "disposal limit (tonne)": null
} }

81
test/fixtures/boat_example/tr_emissions.csv vendored
Unescape View File

@ -0,0 +1,81 @@
source,destination,product,emission,year,amount sent (tonne),distance (km),emission factor (tonne/km/tonne),emission amount (tonne)
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,CO2,1,0.15789,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,NH4,1,0.15789,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,CO2,2,0.57341,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,NH4,2,0.57341,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,CO2,3,0.79428,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,NH4,3,0.79428,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,CO2,4,0.84522,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,NH4,4,0.84522,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,CO2,5,0.86354,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Nail,NH4,5,0.86354,0.0,1.02,0.0
NailFactory (Chicago),BoatFactory (Dallas),Nail,CO2,1,1.0,1293.093,2.68,3465.48924
NailFactory (Chicago),BoatFactory (Dallas),Nail,NH4,1,1.0,1293.093,1.02,1318.95486
NailFactory (Chicago),BoatFactory (Dallas),Nail,CO2,2,1.0,1293.093,2.68,3465.48924
NailFactory (Chicago),BoatFactory (Dallas),Nail,NH4,2,1.0,1293.093,1.02,1318.95486
NailFactory (Chicago),BoatFactory (Dallas),Nail,CO2,3,1.0,1293.093,2.68,3465.48924
NailFactory (Chicago),BoatFactory (Dallas),Nail,NH4,3,1.0,1293.093,1.02,1318.95486
NailFactory (Chicago),BoatFactory (Dallas),Nail,CO2,4,1.0,1293.093,2.68,3465.48924
NailFactory (Chicago),BoatFactory (Dallas),Nail,NH4,4,1.0,1293.093,1.02,1318.95486
NailFactory (Chicago),BoatFactory (Dallas),Nail,CO2,5,1.0,1293.093,2.68,3465.48924
NailFactory (Chicago),BoatFactory (Dallas),Nail,NH4,5,1.0,1293.093,1.02,1318.95486
NailFactory (Phoenix),BoatFactory (Dallas),Nail,CO2,1,1.0,1423.57,2.68,3815.1676
NailFactory (Phoenix),BoatFactory (Dallas),Nail,NH4,1,1.0,1423.57,1.02,1452.0414
NailFactory (Phoenix),BoatFactory (Dallas),Nail,CO2,2,1.0,1423.57,2.68,3815.1676
NailFactory (Phoenix),BoatFactory (Dallas),Nail,NH4,2,1.0,1423.57,1.02,1452.0414
NailFactory (Phoenix),BoatFactory (Dallas),Nail,CO2,3,1.0,1423.57,2.68,3815.1676
NailFactory (Phoenix),BoatFactory (Dallas),Nail,NH4,3,1.0,1423.57,1.02,1452.0414
NailFactory (Phoenix),BoatFactory (Dallas),Nail,CO2,4,1.0,1423.57,2.68,3815.1676
NailFactory (Phoenix),BoatFactory (Dallas),Nail,NH4,4,1.0,1423.57,1.02,1452.0414
NailFactory (Phoenix),BoatFactory (Dallas),Nail,CO2,5,1.0,1423.57,2.68,3815.1676
NailFactory (Phoenix),BoatFactory (Dallas),Nail,NH4,5,1.0,1423.57,1.02,1452.0414
NailFactory (Dallas),BoatFactory (Dallas),Nail,CO2,1,1.0,0.0,2.68,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,NH4,1,1.0,0.0,1.02,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,CO2,2,1.0,0.0,2.68,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,NH4,2,1.0,0.0,1.02,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,CO2,3,1.0,0.0,2.68,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,NH4,3,1.0,0.0,1.02,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,CO2,4,1.0,0.0,2.68,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,NH4,4,1.0,0.0,1.02,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,CO2,5,1.0,0.0,2.68,0.0
NailFactory (Dallas),BoatFactory (Dallas),Nail,NH4,5,1.0,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,CO2,1,3.0,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,NH4,1,3.0,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,CO2,2,10.89474,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,NH4,2,10.89474,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,CO2,3,15.09141,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,NH4,3,15.09141,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,CO2,4,16.05912,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,NH4,4,16.05912,0.0,1.02,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,CO2,5,16.40733,0.0,2.68,0.0
RecyclingPlant (Dallas),BoatFactory (Dallas),Wood,NH4,5,16.40733,0.0,1.02,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,CO2,1,57.0,0.0,2.68,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,NH4,1,57.0,0.0,1.02,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,CO2,2,57.0,0.0,2.68,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,NH4,2,57.0,0.0,1.02,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,CO2,3,57.0,0.0,2.68,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,NH4,3,57.0,0.0,1.02,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,CO2,4,57.0,0.0,2.68,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,NH4,4,57.0,0.0,1.02,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,CO2,5,57.0,0.0,2.68,0.0
Forest (Dallas),BoatFactory (Dallas),Wood,NH4,5,57.0,0.0,1.02,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,CO2,1,63.15789,0.0,2.68,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,NH4,1,63.15789,0.0,1.02,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,CO2,2,71.46814,0.0,2.68,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,NH4,2,71.46814,0.0,1.02,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,CO2,3,75.8857,0.0,2.68,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,NH4,3,75.8857,0.0,1.02,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,CO2,4,76.90434,0.0,2.68,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,NH4,4,76.90434,0.0,1.02,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,CO2,5,77.27087,0.0,2.68,0.0
BoatFactory (Dallas),Retail (Dallas),NewBoat,NH4,5,77.27087,0.0,1.02,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,CO2,1,6.31579,0.0,2.68,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,NH4,1,6.31579,0.0,1.02,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,CO2,2,22.93629,0.0,2.68,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,NH4,2,22.93629,0.0,1.02,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,CO2,3,31.7714,0.0,2.68,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,NH4,3,31.7714,0.0,1.02,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,CO2,4,33.80867,0.0,2.68,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,NH4,4,33.80867,0.0,1.02,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,CO2,5,34.54174,0.0,2.68,0.0
Retail (Dallas),RecyclingPlant (Dallas),UsedBoat,NH4,5,34.54174,0.0,1.02,0.0
1 source destination product emission year amount sent (tonne) distance (km) emission factor (tonne/km/tonne) emission amount (tonne)
2 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail CO2 1 0.15789 0.0 2.68 0.0
3 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail NH4 1 0.15789 0.0 1.02 0.0
4 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail CO2 2 0.57341 0.0 2.68 0.0
5 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail NH4 2 0.57341 0.0 1.02 0.0
6 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail CO2 3 0.79428 0.0 2.68 0.0
7 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail NH4 3 0.79428 0.0 1.02 0.0
8 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail CO2 4 0.84522 0.0 2.68 0.0
9 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail NH4 4 0.84522 0.0 1.02 0.0
10 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail CO2 5 0.86354 0.0 2.68 0.0
11 RecyclingPlant (Dallas) BoatFactory (Dallas) Nail NH4 5 0.86354 0.0 1.02 0.0
12 NailFactory (Chicago) BoatFactory (Dallas) Nail CO2 1 1.0 1293.093 2.68 3465.48924
13 NailFactory (Chicago) BoatFactory (Dallas) Nail NH4 1 1.0 1293.093 1.02 1318.95486
14 NailFactory (Chicago) BoatFactory (Dallas) Nail CO2 2 1.0 1293.093 2.68 3465.48924
15 NailFactory (Chicago) BoatFactory (Dallas) Nail NH4 2 1.0 1293.093 1.02 1318.95486
16 NailFactory (Chicago) BoatFactory (Dallas) Nail CO2 3 1.0 1293.093 2.68 3465.48924
17 NailFactory (Chicago) BoatFactory (Dallas) Nail NH4 3 1.0 1293.093 1.02 1318.95486
18 NailFactory (Chicago) BoatFactory (Dallas) Nail CO2 4 1.0 1293.093 2.68 3465.48924
19 NailFactory (Chicago) BoatFactory (Dallas) Nail NH4 4 1.0 1293.093 1.02 1318.95486
20 NailFactory (Chicago) BoatFactory (Dallas) Nail CO2 5 1.0 1293.093 2.68 3465.48924
21 NailFactory (Chicago) BoatFactory (Dallas) Nail NH4 5 1.0 1293.093 1.02 1318.95486
22 NailFactory (Phoenix) BoatFactory (Dallas) Nail CO2 1 1.0 1423.57 2.68 3815.1676
23 NailFactory (Phoenix) BoatFactory (Dallas) Nail NH4 1 1.0 1423.57 1.02 1452.0414
24 NailFactory (Phoenix) BoatFactory (Dallas) Nail CO2 2 1.0 1423.57 2.68 3815.1676
25 NailFactory (Phoenix) BoatFactory (Dallas) Nail NH4 2 1.0 1423.57 1.02 1452.0414
26 NailFactory (Phoenix) BoatFactory (Dallas) Nail CO2 3 1.0 1423.57 2.68 3815.1676
27 NailFactory (Phoenix) BoatFactory (Dallas) Nail NH4 3 1.0 1423.57 1.02 1452.0414
28 NailFactory (Phoenix) BoatFactory (Dallas) Nail CO2 4 1.0 1423.57 2.68 3815.1676
29 NailFactory (Phoenix) BoatFactory (Dallas) Nail NH4 4 1.0 1423.57 1.02 1452.0414
30 NailFactory (Phoenix) BoatFactory (Dallas) Nail CO2 5 1.0 1423.57 2.68 3815.1676
31 NailFactory (Phoenix) BoatFactory (Dallas) Nail NH4 5 1.0 1423.57 1.02 1452.0414
32 NailFactory (Dallas) BoatFactory (Dallas) Nail CO2 1 1.0 0.0 2.68 0.0
33 NailFactory (Dallas) BoatFactory (Dallas) Nail NH4 1 1.0 0.0 1.02 0.0
34 NailFactory (Dallas) BoatFactory (Dallas) Nail CO2 2 1.0 0.0 2.68 0.0
35 NailFactory (Dallas) BoatFactory (Dallas) Nail NH4 2 1.0 0.0 1.02 0.0
36 NailFactory (Dallas) BoatFactory (Dallas) Nail CO2 3 1.0 0.0 2.68 0.0
37 NailFactory (Dallas) BoatFactory (Dallas) Nail NH4 3 1.0 0.0 1.02 0.0
38 NailFactory (Dallas) BoatFactory (Dallas) Nail CO2 4 1.0 0.0 2.68 0.0
39 NailFactory (Dallas) BoatFactory (Dallas) Nail NH4 4 1.0 0.0 1.02 0.0
40 NailFactory (Dallas) BoatFactory (Dallas) Nail CO2 5 1.0 0.0 2.68 0.0
41 NailFactory (Dallas) BoatFactory (Dallas) Nail NH4 5 1.0 0.0 1.02 0.0
42 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood CO2 1 3.0 0.0 2.68 0.0
43 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood NH4 1 3.0 0.0 1.02 0.0
44 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood CO2 2 10.89474 0.0 2.68 0.0
45 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood NH4 2 10.89474 0.0 1.02 0.0
46 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood CO2 3 15.09141 0.0 2.68 0.0
47 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood NH4 3 15.09141 0.0 1.02 0.0
48 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood CO2 4 16.05912 0.0 2.68 0.0
49 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood NH4 4 16.05912 0.0 1.02 0.0
50 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood CO2 5 16.40733 0.0 2.68 0.0
51 RecyclingPlant (Dallas) BoatFactory (Dallas) Wood NH4 5 16.40733 0.0 1.02 0.0
52 Forest (Dallas) BoatFactory (Dallas) Wood CO2 1 57.0 0.0 2.68 0.0
53 Forest (Dallas) BoatFactory (Dallas) Wood NH4 1 57.0 0.0 1.02 0.0
54 Forest (Dallas) BoatFactory (Dallas) Wood CO2 2 57.0 0.0 2.68 0.0
55 Forest (Dallas) BoatFactory (Dallas) Wood NH4 2 57.0 0.0 1.02 0.0
56 Forest (Dallas) BoatFactory (Dallas) Wood CO2 3 57.0 0.0 2.68 0.0
57 Forest (Dallas) BoatFactory (Dallas) Wood NH4 3 57.0 0.0 1.02 0.0
58 Forest (Dallas) BoatFactory (Dallas) Wood CO2 4 57.0 0.0 2.68 0.0
59 Forest (Dallas) BoatFactory (Dallas) Wood NH4 4 57.0 0.0 1.02 0.0
60 Forest (Dallas) BoatFactory (Dallas) Wood CO2 5 57.0 0.0 2.68 0.0
61 Forest (Dallas) BoatFactory (Dallas) Wood NH4 5 57.0 0.0 1.02 0.0
62 BoatFactory (Dallas) Retail (Dallas) NewBoat CO2 1 63.15789 0.0 2.68 0.0
63 BoatFactory (Dallas) Retail (Dallas) NewBoat NH4 1 63.15789 0.0 1.02 0.0
64 BoatFactory (Dallas) Retail (Dallas) NewBoat CO2 2 71.46814 0.0 2.68 0.0
65 BoatFactory (Dallas) Retail (Dallas) NewBoat NH4 2 71.46814 0.0 1.02 0.0
66 BoatFactory (Dallas) Retail (Dallas) NewBoat CO2 3 75.8857 0.0 2.68 0.0
67 BoatFactory (Dallas) Retail (Dallas) NewBoat NH4 3 75.8857 0.0 1.02 0.0
68 BoatFactory (Dallas) Retail (Dallas) NewBoat CO2 4 76.90434 0.0 2.68 0.0
69 BoatFactory (Dallas) Retail (Dallas) NewBoat NH4 4 76.90434 0.0 1.02 0.0
70 BoatFactory (Dallas) Retail (Dallas) NewBoat CO2 5 77.27087 0.0 2.68 0.0
71 BoatFactory (Dallas) Retail (Dallas) NewBoat NH4 5 77.27087 0.0 1.02 0.0
72 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat CO2 1 6.31579 0.0 2.68 0.0
73 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat NH4 1 6.31579 0.0 1.02 0.0
74 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat CO2 2 22.93629 0.0 2.68 0.0
75 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat NH4 2 22.93629 0.0 1.02 0.0
76 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat CO2 3 31.7714 0.0 2.68 0.0
77 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat NH4 3 31.7714 0.0 1.02 0.0
78 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat CO2 4 33.80867 0.0 2.68 0.0
79 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat NH4 4 33.80867 0.0 1.02 0.0
80 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat CO2 5 34.54174 0.0 2.68 0.0
81 Retail (Dallas) RecyclingPlant (Dallas) UsedBoat NH4 5 34.54174 0.0 1.02 0.0

11
test/src/model/build_test.jl
Unescape View File

@ -9,6 +9,7 @@ function model_build_test()
y = model[:y] y = model[:y]
z_disp = model[:z_disp] z_disp = model[:z_disp]
z_input = model[:z_input] z_input = model[:z_input]
z_tr_em = model[:z_tr_em]
x = model[:x] x = model[:x]
obj = objective_function(model) obj = objective_function(model)
# print(model) # print(model)
@ -44,6 +45,12 @@ function model_build_test()
300 # fixed operating cost 300 # fixed operating cost
) )
# Variables: Transportation emissions
@test haskey(z_tr_em, ("CO2", "L1", "C3", "P4", 1))
@test haskey(z_tr_em, ("CH4", "L1", "C3", "P4", 1))
@test haskey(z_tr_em, ("CO2", "C2", "L1", "P1", 1))
@test haskey(z_tr_em, ("CH4", "C2", "L1", "P1", 1))
# Plants: Definition of total plant input # Plants: Definition of total plant input
@test repr(model[:eq_z_input]["L1", 1]) == @test repr(model[:eq_z_input]["L1", 1]) ==
"eq_z_input[L1,1] : -y[C2,L1,P1,1] - y[C1,L1,P2,1] + z_input[L1,1] = 0" "eq_z_input[L1,1] : -y[C2,L1,P1,1] - y[C1,L1,P2,1] + z_input[L1,1] = 0"
@ -118,4 +125,8 @@ function model_build_test()
@test repr(model[:eq_disposal_limit]["P3", 1]) == @test repr(model[:eq_disposal_limit]["P3", 1]) ==
"eq_disposal_limit[P3,1] : z_disp[L1,P3,1] + z_disp[C1,P3,1] ≤ 5" "eq_disposal_limit[P3,1] : z_disp[L1,P3,1] + z_disp[C1,P3,1] ≤ 5"
@test ("P4", 1) ∉ keys(model[:eq_disposal_limit]) @test ("P4", 1) ∉ keys(model[:eq_disposal_limit])
# Products: Transportation emissions
@test repr(model[:eq_tr_em]["CH4", "L1", "C3", "P4", 1]) ==
"eq_tr_em[CH4,L1,C3,P4,1] : -0.333354 y[L1,C3,P4,1] + z_tr_em[CH4,L1,C3,P4,1] = 0"
end end

Write Preview
Loading…
Cancel
Save