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cluster_network: Fix distribute_clusters_optim for high numbers of clusters

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distribute_clusters_optim should never try to assign more clusters to
a (country, sub_network) than there are substations there.
This commit is contained in:
Jonas Hoersch 2019-01-22 11:25:01 +01:00
parent 6feebedc0d
commit 39cb17a7a1
1 changed files with 5 additions and 1 deletions
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6
scripts/cluster_network.py
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@ -96,8 +96,12 @@ def distribute_clusters_optim(n, n_clusters, solver_name=None):
.groupby([n.buses.country, n.buses.sub_network]).sum()
.pipe(normed))
N = n.buses.groupby(['country', 'sub_network']).size()
m = po.ConcreteModel()
m.n = po.Var(list(L.index), bounds=(1, None), domain=po.Integers)
def n_bounds(model, *n_id):
return (1, N[n_id])
m.n = po.Var(list(L.index), bounds=n_bounds, domain=po.Integers)
m.tot = po.Constraint(expr=(po.summation(m.n) == n_clusters))
m.objective = po.Objective(expr=po.sum((m.n[i] - L.loc[i]*n_clusters)**2
for i in L.index),