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UnitCommitment.jl/src/validation/repair.jl

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# 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.
"""
repair!(instance)
Verifies that the given unit commitment instance is valid and automatically
fixes some validation errors if possible, issuing a warning for each error
found. If a validation error cannot be automatically fixed, issues an
exception.
Returns the number of validation errors found.
"""
function repair!(instance::UnitCommitmentInstance)::Int
n_errors = 0
for g in instance.units
# Startup costs and delays must be increasing
for s = 2:length(g.startup_categories)
if g.startup_categories[s].delay <= g.startup_categories[s-1].delay
prev_value = g.startup_categories[s].delay
new_value = g.startup_categories[s-1].delay + 1
@warn "Generator $(g.name) has non-increasing startup delays (category $s). " *
"Changing delay: $prev_value$new_value"
g.startup_categories[s].delay = new_value
n_errors += 1
end
if g.startup_categories[s].cost < g.startup_categories[s-1].cost
prev_value = g.startup_categories[s].cost
new_value = g.startup_categories[s-1].cost
@warn "Generator $(g.name) has decreasing startup cost (category $s). " *
"Changing cost: $prev_value$new_value"
g.startup_categories[s].cost = new_value
n_errors += 1
end
end
for t = 1:instance.time
# Production cost curve should be convex
for k = 2:length(g.cost_segments)
cost = g.cost_segments[k].cost[t]
min_cost = g.cost_segments[k-1].cost[t]
if cost < min_cost - 1e-5
@warn "Generator $(g.name) has non-convex production cost curve " *
"(segment $k, time $t). Changing cost: $cost$min_cost"
g.cost_segments[k].cost[t] = min_cost
n_errors += 1
end
end
# Startup limit must be greater than min_power
if g.startup_limit < g.min_power[t]
new_limit = g.min_power[t]
prev_limit = g.startup_limit
@warn "Generator $(g.name) has startup limit lower than minimum power. " *
"Changing startup limit: $prev_limit$new_limit"
g.startup_limit = new_limit
n_errors += 1
end
end
end
return n_errors
end
export repair!