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Use 4-digit years
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177
src/solution/methods/XavQiuWanThi2019/find.jl
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177
src/solution/methods/XavQiuWanThi2019/find.jl
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# UnitCommitment.jl: Optimization Package for Security-Constrained Unit Commitment
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# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
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# Released under the modified BSD license. See COPYING.md for more details.
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import Base.Threads: @threads
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function _find_violations(
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model::JuMP.Model;
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max_per_line::Int,
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max_per_period::Int,
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)
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instance = model[:instance]
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net_injection = model[:net_injection]
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overflow = model[:overflow]
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length(instance.buses) > 1 || return []
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violations = []
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@info "Verifying transmission limits..."
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time_screening = @elapsed begin
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non_slack_buses = [b for b in instance.buses if b.offset > 0]
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net_injection_values = [
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value(net_injection[b.name, t]) for b in non_slack_buses,
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t in 1:instance.time
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]
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overflow_values = [
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value(overflow[lm.name, t]) for lm in instance.lines,
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t in 1:instance.time
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]
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violations = UnitCommitment._find_violations(
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instance = instance,
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net_injections = net_injection_values,
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overflow = overflow_values,
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isf = model[:isf],
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lodf = model[:lodf],
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max_per_line = max_per_line,
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max_per_period = max_per_period,
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)
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end
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@info @sprintf(
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"Verified transmission limits in %.2f seconds",
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time_screening
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)
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return violations
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end
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"""
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function _find_violations(
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instance::UnitCommitmentInstance,
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net_injections::Array{Float64, 2};
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isf::Array{Float64,2},
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lodf::Array{Float64,2},
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max_per_line::Int,
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max_per_period::Int,
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)::Array{_Violation, 1}
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Find transmission constraint violations (both pre-contingency, as well as
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post-contingency).
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The argument `net_injection` should be a (B-1) x T matrix, where B is the
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number of buses and T is the number of time periods. The arguments `isf` and
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`lodf` can be computed using UnitCommitment.injection_shift_factors and
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UnitCommitment.line_outage_factors. The argument `overflow` specifies how much
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flow above the transmission limits (in MW) is allowed. It should be an L x T
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matrix, where L is the number of transmission lines.
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"""
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function _find_violations(;
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instance::UnitCommitmentInstance,
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net_injections::Array{Float64,2},
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overflow::Array{Float64,2},
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isf::Array{Float64,2},
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lodf::Array{Float64,2},
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max_per_line::Int,
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max_per_period::Int,
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)::Array{_Violation,1}
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B = length(instance.buses) - 1
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L = length(instance.lines)
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T = instance.time
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K = nthreads()
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size(net_injections) == (B, T) || error("net_injections has incorrect size")
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size(isf) == (L, B) || error("isf has incorrect size")
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size(lodf) == (L, L) || error("lodf has incorrect size")
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filters = Dict(
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t => _ViolationFilter(
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max_total = max_per_period,
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max_per_line = max_per_line,
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) for t in 1:T
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)
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pre_flow::Array{Float64} = zeros(L, K) # pre_flow[lm, thread]
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post_flow::Array{Float64} = zeros(L, L, K) # post_flow[lm, lc, thread]
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pre_v::Array{Float64} = zeros(L, K) # pre_v[lm, thread]
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post_v::Array{Float64} = zeros(L, L, K) # post_v[lm, lc, thread]
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normal_limits::Array{Float64,2} = [
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l.normal_flow_limit[t] + overflow[l.offset, t] for
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l in instance.lines, t in 1:T
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]
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emergency_limits::Array{Float64,2} = [
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l.emergency_flow_limit[t] + overflow[l.offset, t] for
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l in instance.lines, t in 1:T
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]
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is_vulnerable::Array{Bool} = zeros(Bool, L)
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for c in instance.contingencies
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is_vulnerable[c.lines[1].offset] = true
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end
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@threads for t in 1:T
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k = threadid()
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# Pre-contingency flows
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pre_flow[:, k] = isf * net_injections[:, t]
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# Post-contingency flows
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for lc in 1:L, lm in 1:L
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post_flow[lm, lc, k] =
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pre_flow[lm, k] + pre_flow[lc, k] * lodf[lm, lc]
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end
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# Pre-contingency violations
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for lm in 1:L
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pre_v[lm, k] = max(
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0.0,
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pre_flow[lm, k] - normal_limits[lm, t],
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-pre_flow[lm, k] - normal_limits[lm, t],
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)
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end
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# Post-contingency violations
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for lc in 1:L, lm in 1:L
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post_v[lm, lc, k] = max(
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0.0,
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post_flow[lm, lc, k] - emergency_limits[lm, t],
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-post_flow[lm, lc, k] - emergency_limits[lm, t],
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)
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end
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# Offer pre-contingency violations
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for lm in 1:L
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if pre_v[lm, k] > 1e-5
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_offer(
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filters[t],
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_Violation(
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time = t,
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monitored_line = instance.lines[lm],
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outage_line = nothing,
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amount = pre_v[lm, k],
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),
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)
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end
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end
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# Offer post-contingency violations
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for lm in 1:L, lc in 1:L
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if post_v[lm, lc, k] > 1e-5 && is_vulnerable[lc]
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_offer(
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filters[t],
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_Violation(
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time = t,
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monitored_line = instance.lines[lm],
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outage_line = instance.lines[lc],
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amount = post_v[lm, lc, k],
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),
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)
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end
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end
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end
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violations = _Violation[]
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for t in 1:instance.time
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append!(violations, _query(filters[t]))
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end
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return violations
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end
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