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UnitCommitment.jl/src/model/formulations/Gar62/pwlcosts.jl

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1.9 KiB

# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
function _add_production_piecewise_linear_eqs!(
model::JuMP.Model,
g::Unit,
formulation::Gar62,
)::Nothing
eq_prod_above_def = _init(model, :eq_prod_above_def)
eq_segprod_limit = _init(model, :eq_segprod_limit)
is_on = model[:is_on]
prod_above = model[:prod_above]
segprod = model[:segprod]
gn = g.name
K = length(g.cost_segments)
for t in 1:model[:instance].time
# Definition of production
# Equation (43) in Kneuven et al. (2020)
eq_prod_above_def[gn, t] = @constraint(
model,
prod_above[gn, t] == sum(segprod[gn, t, k] for k in 1:K)
)
for k in 1:K
# Equation (42) in Kneuven et al. (2020)
# Without this, solvers will add a lot of implied bound cuts to
# have this same effect.
# NB: when reading instance, UnitCommitment.jl already calculates
# difference between max power for segments k and k-1 so the
# value of cost_segments[k].mw[t] is the max production *for
# that segment*
eq_segprod_limit[gn, t, k] = @constraint(
model,
segprod[gn, t, k] <= g.cost_segments[k].mw[t] * is_on[gn, t]
)
# Also add this as an explicit upper bound on segprod to make the
# solver's work a bit easier
set_upper_bound(segprod[gn, t, k], g.cost_segments[k].mw[t])
# Objective function
# Equation (44) in Kneuven et al. (2020)
add_to_expression!(
model[:obj],
segprod[gn, t, k],
g.cost_segments[k].cost[t],
)
end
end
return
end