/
acp.jl
1351 lines (1169 loc) · 63.3 KB
/
acp.jl
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""
function variable_mc_bus_voltage(pm::AbstractUnbalancedACPModel; nw=nw_id_default, bounded::Bool=true, report::Bool=true)
variable_mc_bus_voltage_angle(pm; nw=nw, bounded=bounded, report=report)
variable_mc_bus_voltage_magnitude_only(pm; nw=nw, bounded=bounded, report=report)
# This is needed for delta loads, where division occurs by the difference
# of voltage phasors. If the voltage phasors at one bus are initialized
# in the same point, this would lead to division by zero.
for id in ids(pm, nw, :bus)
busref = ref(pm, nw, :bus, id)
terminals = busref["terminals"]
ncnd = length(terminals)
vm_start = fill(1.0, 3)
for t in 1:3
if t in terminals
vmax = busref["vmax"][findfirst(isequal(t), terminals)]
vm_start[t] = min(vm_start[t], vmax)
vmin = busref["vmin"][findfirst(isequal(t), terminals)]
vm_start[t] = max(vm_start[t], vmin)
end
end
vm = haskey(busref, "vm_start") ? busref["vm_start"] : haskey(busref, "vm") ? busref["vm"] : [vm_start..., fill(0.0, ncnd)...][terminals]
va = haskey(busref, "va_start") ? busref["va_start"] : haskey(busref, "va") ? busref["va"] : [deg2rad.([0, -120, 120])..., zeros(length(terminals))...][terminals]
for (idx,t) in enumerate(terminals)
JuMP.set_start_value(var(pm, nw, :vm, id)[t], vm[idx])
JuMP.set_start_value(var(pm, nw, :va, id)[t], va[idx])
end
end
end
""
function variable_mc_bus_voltage_on_off(pm::AbstractUnbalancedACPModel; nw::Int=nw_id_default, bounded::Bool=true, report::Bool=true)
variable_mc_bus_voltage_angle(pm; nw=nw, bounded=bounded, report=report)
variable_mc_bus_voltage_magnitude_on_off(pm; nw=nw, bounded=bounded, report=report)
for id in ids(pm, nw, :bus)
busref = ref(pm, nw, :bus, id)
terminals = busref["terminals"]
ncnd = length(terminals)
vm_start = fill(1.0, 3)
for t in 1:3
if t in terminals
vmax = busref["vmax"][findfirst(isequal(t), terminals)]
vm_start[t] = min(vm_start[t], vmax)
vmin = busref["vmin"][findfirst(isequal(t), terminals)]
vm_start[t] = max(vm_start[t], vmin)
end
end
vm = haskey(busref, "vm_start") ? busref["vm_start"] : haskey(busref, "vm") ? busref["vm"] : [vm_start..., fill(0.0, ncnd)...][terminals]
va = haskey(busref, "va_start") ? busref["va_start"] : haskey(busref, "va") ? busref["va"] : [[_wrap_to_pi(2 * pi / 3 * (1-t)) for t in 1:3]..., zeros(length(terminals))...][terminals]
for (idx,t) in enumerate(terminals)
JuMP.set_start_value(var(pm, nw, :vm, id)[t], vm[idx])
JuMP.set_start_value(var(pm, nw, :va, id)[t], va[idx])
end
end
end
""
function constraint_mc_switch_state_closed(pm::AbstractUnbalancedACPModel, nw::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int})
vm_fr = var(pm, nw, :vm, f_bus)
vm_to = var(pm, nw, :vm, t_bus)
va_fr = var(pm, nw, :va, f_bus)
va_to = var(pm, nw, :va, t_bus)
for (idx,(fc,tc)) in enumerate(zip(f_connections, t_connections))
JuMP.@constraint(pm.model, vm_fr[fc] == vm_to[tc])
JuMP.@constraint(pm.model, va_fr[fc] == va_to[fc])
end
end
""
function constraint_mc_switch_state_on_off(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, f_bus::Int, t_bus::Int, f_connections::Vector{Int}, t_connections::Vector{Int}; relax::Bool=false)
vm_fr = var(pm, nw, :vm, f_bus)
vm_to = var(pm, nw, :vm, t_bus)
va_fr = var(pm, nw, :va, f_bus)
va_to = var(pm, nw, :va, t_bus)
z = var(pm, nw, :switch_state, i)
for (idx,(fc,tc)) in enumerate(zip(f_connections, t_connections))
if relax
vm_fr_ub = JuMP.has_upper_bound(vm_fr[fc]) ? JuMP.upper_bound(vm_fr[fc]) : 1e20
vm_to_lb = JuMP.has_lower_bound(vm_to[tc]) ? JuMP.lower_bound(vm_to[tc]) : -1e20
va_fr_ub = JuMP.has_upper_bound(va_fr[tc]) ? JuMP.upper_bound(va_fr[fc]) : 1e20
va_to_lb = JuMP.has_lower_bound(va_to[tc]) ? JuMP.lower_bound(va_to[tc]) : -1e20
M = 1e20
JuMP.@constraint(pm.model, vm_fr[fc] - vm_to[tc] <= M * (1-z))
JuMP.@constraint(pm.model, vm_fr[fc] - vm_to[tc] >= -M * (1-z))
JuMP.@constraint(pm.model, va_fr[fc] - va_to[tc] <= M * (1-z))
JuMP.@constraint(pm.model, va_fr[fc] - va_to[tc] >= -M * (1-z))
else
JuMP.@constraint(pm.model, z => {vm_fr[fc] == vm_to[tc]})
JuMP.@constraint(pm.model, z => {va_fr[fc] == va_to[tc]})
end
end
end
""
function constraint_mc_power_balance_slack(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
vm = var(pm, nw, :vm, i)
va = var(pm, nw, :va, i)
p = get(var(pm, nw), :p, Dict()); _check_var_keys(p, bus_arcs, "active power", "branch")
q = get(var(pm, nw), :q, Dict()); _check_var_keys(q, bus_arcs, "reactive power", "branch")
pg = get(var(pm, nw), :pg, Dict()); _check_var_keys(pg, bus_gens, "active power", "generator")
qg = get(var(pm, nw), :qg, Dict()); _check_var_keys(qg, bus_gens, "reactive power", "generator")
ps = get(var(pm, nw), :ps, Dict()); _check_var_keys(ps, bus_storage, "active power", "storage")
qs = get(var(pm, nw), :qs, Dict()); _check_var_keys(qs, bus_storage, "reactive power", "storage")
psw = get(var(pm, nw), :psw, Dict()); _check_var_keys(psw, bus_arcs_sw, "active power", "switch")
qsw = get(var(pm, nw), :qsw, Dict()); _check_var_keys(qsw, bus_arcs_sw, "reactive power", "switch")
pt = get(var(pm, nw), :pt, Dict()); _check_var_keys(pt, bus_arcs_trans, "active power", "transformer")
qt = get(var(pm, nw), :qt, Dict()); _check_var_keys(qt, bus_arcs_trans, "reactive power", "transformer")
p_slack = var(pm, nw, :p_slack, i)
q_slack = var(pm, nw, :q_slack, i)
Gt, Bt = _build_bus_shunt_matrices(pm, nw, terminals, bus_shunts)
ncnds = length(terminals)
Pd = fill(0.0, ncnds)
Qd = fill(0.0, ncnds)
for (ld_i, connections) in bus_loads
load = ref(pm, nw, :load, ld_i)
for (idx, c) in enumerate(connections)
Pd[findfirst(isequal(c), terminals)] += load["pd"][idx]
Qd[findfirst(isequal(c), terminals)] += load["qd"][idx]
end
end
cstr_p = []
cstr_q = []
ungrounded_terminals = [(idx,t) for (idx,t) in enumerate(terminals) if !grounded[idx]]
for (idx,t) in ungrounded_terminals
cp = JuMP.@NLconstraint(pm.model,
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
==
sum(pg[g][t] for (g, conns) in bus_gens if t in conns)
- sum(ps[s][t] for (s, conns) in bus_storage if t in conns)
- Pd[idx]
- ( # shunt
Gt[idx,idx] * vm[t]^2
+sum( Gt[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
+Bt[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
+ p_slack[t]
)
push!(cstr_p, cp)
cq = JuMP.@NLconstraint(pm.model,
sum( q[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(qsw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( qt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
==
sum(qg[g][t] for (g, conns) in bus_gens if t in conns)
- sum(qs[s][t] for (s, conns) in bus_storage if t in conns)
- Qd[idx]
- ( # shunt
-Bt[idx,idx] * vm[t]^2
-sum( Bt[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
-Gt[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
+ q_slack[t]
)
push!(cstr_q, cq)
end
con(pm, nw, :lam_kcl_r)[i] = cstr_p
con(pm, nw, :lam_kcl_i)[i] = cstr_q
if _IM.report_duals(pm)
sol(pm, nw, :bus, i)[:lam_kcl_r] = cstr_p
sol(pm, nw, :bus, i)[:lam_kcl_i] = cstr_q
end
end
""
function constraint_mc_power_balance_shed(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
vm = var(pm, nw, :vm, i)
va = var(pm, nw, :va, i)
p = get(var(pm, nw), :p, Dict()); _check_var_keys(p, bus_arcs, "active power", "branch")
q = get(var(pm, nw), :q, Dict()); _check_var_keys(q, bus_arcs, "reactive power", "branch")
pg = get(var(pm, nw), :pg, Dict()); _check_var_keys(pg, bus_gens, "active power", "generator")
qg = get(var(pm, nw), :qg, Dict()); _check_var_keys(qg, bus_gens, "reactive power", "generator")
ps = get(var(pm, nw), :ps, Dict()); _check_var_keys(ps, bus_storage, "active power", "storage")
qs = get(var(pm, nw), :qs, Dict()); _check_var_keys(qs, bus_storage, "reactive power", "storage")
psw = get(var(pm, nw), :psw, Dict()); _check_var_keys(psw, bus_arcs_sw, "active power", "switch")
qsw = get(var(pm, nw), :qsw, Dict()); _check_var_keys(qsw, bus_arcs_sw, "reactive power", "switch")
pt = get(var(pm, nw), :pt, Dict()); _check_var_keys(pt, bus_arcs_trans, "active power", "transformer")
qt = get(var(pm, nw), :qt, Dict()); _check_var_keys(qt, bus_arcs_trans, "reactive power", "transformer")
z_demand = var(pm, nw, :z_demand)
z_gen = haskey(var(pm, nw), :z_gen) ? var(pm, nw, :z_gen) : Dict(i => 1.0 for i in ids(pm, nw, :gen))
z_storage = haskey(var(pm, nw), :z_storage) ? var(pm, nw, :z_storage) : Dict(i => 1.0 for i in ids(pm, nw, :storage))
z_shunt = haskey(var(pm, nw), :z_shunt) ? var(pm, nw, :z_shunt) : Dict(i => 1.0 for i in ids(pm, nw, :shunt))
cstr_p = []
cstr_q = []
ungrounded_terminals = [(idx,t) for (idx,t) in enumerate(terminals) if !grounded[idx]]
for (idx,t) in ungrounded_terminals
cp = JuMP.@NLconstraint(pm.model,
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a_sw][t] for (a_sw, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a_t][t] for (a_t, conns) in bus_arcs_trans if t in conns)
- sum(pg[g][t]*z_gen[g] for (g, conns) in bus_gens if t in conns)
+ sum(ps[s][t]*z_storage[s] for (s, conns) in bus_storage if t in conns)
+ sum(ref(pm, nw, :load, d, "pd")[findfirst(isequal(t), conns)]*z_demand[d] for (d, conns) in bus_loads if t in conns)
+ sum(z_shunt[s] *
(ref(pm, nw, :shunt, s)["gs"][findfirst(isequal(t), conns), findfirst(isequal(t), conns)] * vm[t]^2
+sum( ref(pm, nw, :shunt, s)["gs"][findfirst(isequal(t), conns), findfirst(isequal(u), conns)] * vm[t]*vm[u] * cos(va[t]-va[u])
+ref(pm, nw, :shunt, s)["bs"][findfirst(isequal(t), conns), findfirst(isequal(u), conns)] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx, u) in ungrounded_terminals if idx != jdx ) )
for (s, conns) in bus_shunts if t in conns )
==
0.0
)
push!(cstr_p, cp)
cq = JuMP.@NLconstraint(pm.model,
sum( q[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(qsw[a_sw][t] for (a_sw, conns) in bus_arcs_sw if t in conns)
+ sum( qt[a_t][t] for (a_t, conns) in bus_arcs_trans if t in conns)
- sum( qg[g][t]*z_gen[g] for (g, conns) in bus_gens if t in conns)
+ sum( qs[s][t]*z_storage[s] for (s, conns) in bus_storage if t in conns)
+ sum(ref(pm, nw, :load, l, "qd")[findfirst(isequal(t), conns)]*z_demand[l] for (l, conns) in bus_loads if t in conns)
+ sum(z_shunt[sh] *
(-ref(pm, nw, :shunt, sh)["bs"][findfirst(isequal(t), conns), findfirst(isequal(t), conns)] * vm[t]^2
-sum( ref(pm, nw, :shunt, sh)["bs"][findfirst(isequal(t), conns), findfirst(isequal(u), conns)] * vm[t]*vm[u] * cos(va[t]-va[u])
-ref(pm, nw, :shunt, sh)["gs"][findfirst(isequal(t), conns), findfirst(isequal(u), conns)] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx, u) in ungrounded_terminals if idx != jdx ) )
for (sh, conns) in bus_shunts if t in conns )
==
0.0
)
push!(cstr_q, cq)
end
con(pm, nw, :lam_kcl_r)[i] = cstr_p
con(pm, nw, :lam_kcl_i)[i] = cstr_q
if _IM.report_duals(pm)
sol(pm, nw, :bus, i)[:lam_kcl_r] = cstr_p
sol(pm, nw, :bus, i)[:lam_kcl_i] = cstr_q
end
end
""
function constraint_mc_power_balance_simple(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
vm = var(pm, nw, :vm, i)
va = var(pm, nw, :va, i)
p = get(var(pm, nw), :p, Dict()); _check_var_keys(p, bus_arcs, "active power", "branch")
q = get(var(pm, nw), :q, Dict()); _check_var_keys(q, bus_arcs, "reactive power", "branch")
pg = get(var(pm, nw), :pg, Dict()); _check_var_keys(pg, bus_gens, "active power", "generator")
qg = get(var(pm, nw), :qg, Dict()); _check_var_keys(qg, bus_gens, "reactive power", "generator")
ps = get(var(pm, nw), :ps, Dict()); _check_var_keys(ps, bus_storage, "active power", "storage")
qs = get(var(pm, nw), :qs, Dict()); _check_var_keys(qs, bus_storage, "reactive power", "storage")
psw = get(var(pm, nw), :psw, Dict()); _check_var_keys(psw, bus_arcs_sw, "active power", "switch")
qsw = get(var(pm, nw), :qsw, Dict()); _check_var_keys(qsw, bus_arcs_sw, "reactive power", "switch")
pt = get(var(pm, nw), :pt, Dict()); _check_var_keys(pt, bus_arcs_trans, "active power", "transformer")
qt = get(var(pm, nw), :qt, Dict()); _check_var_keys(qt, bus_arcs_trans, "reactive power", "transformer")
Gt, Bt = _build_bus_shunt_matrices(pm, nw, terminals, bus_shunts)
ncnds = length(terminals)
Pd = fill(0.0, ncnds)
Qd = fill(0.0, ncnds)
for (ld_i, connections) in bus_loads
load = ref(pm, nw, :load, ld_i)
for (idx, c) in enumerate(connections)
Pd[findfirst(isequal(c), terminals)] += load["pd"][idx]
Qd[findfirst(isequal(c), terminals)] += load["qd"][idx]
end
end
cstr_p = []
cstr_q = []
ungrounded_terminals = [(idx,t) for (idx,t) in enumerate(terminals) if !grounded[idx]]
for (idx,t) in ungrounded_terminals
cp = JuMP.@NLconstraint(pm.model,
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
==
sum(pg[g][t] for (g, conns) in bus_gens)
- sum(ps[s][t] for (s, conns) in bus_storage)
- Pd[idx]
- ( # shunt
Gt[idx,idx] * vm[t]^2
+sum( Gt[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
+Bt[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
)
push!(cstr_p, cp)
cq = JuMP.@NLconstraint(pm.model,
sum(q[a][c] for a in bus_arcs)
+ sum(qsw[a_sw][c] for a_sw in bus_arcs_sw)
+ sum(qt[a_trans][c] for a_trans in bus_arcs_trans)
==
sum(qg[g][c] for g in bus_gens)
- sum(qs[s][c] for s in bus_storage)
- Qd[idx]
- ( # shunt
-Bt[idx,idx] * vm[t]^2
-sum( Bt[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
-Gt[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
)
push!(cstr_q, cq)
end
con(pm, nw, :lam_kcl_r)[i] = cstr_p
con(pm, nw, :lam_kcl_i)[i] = cstr_q
if _IM.report_duals(pm)
sol(pm, nw, :bus, i)[:lam_kcl_r] = cstr_p
sol(pm, nw, :bus, i)[:lam_kcl_i] = cstr_q
end
end
""
function constraint_mc_power_balance(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
vm = var(pm, nw, :vm, i)
va = var(pm, nw, :va, i)
p = get(var(pm, nw), :p, Dict()); _check_var_keys( p, bus_arcs, "active power", "branch")
q = get(var(pm, nw), :q, Dict()); _check_var_keys( q, bus_arcs, "reactive power", "branch")
pg = get(var(pm, nw), :pg_bus, Dict()); _check_var_keys( pg, bus_gens, "active power", "generator")
qg = get(var(pm, nw), :qg_bus, Dict()); _check_var_keys( qg, bus_gens, "reactive power", "generator")
ps = get(var(pm, nw), :ps, Dict()); _check_var_keys( ps, bus_storage, "active power", "storage")
qs = get(var(pm, nw), :qs, Dict()); _check_var_keys( qs, bus_storage, "reactive power", "storage")
psw = get(var(pm, nw), :psw, Dict()); _check_var_keys(psw, bus_arcs_sw, "active power", "switch")
qsw = get(var(pm, nw), :qsw, Dict()); _check_var_keys(qsw, bus_arcs_sw, "reactive power", "switch")
pt = get(var(pm, nw), :pt, Dict()); _check_var_keys( pt, bus_arcs_trans, "active power", "transformer")
qt = get(var(pm, nw), :qt, Dict()); _check_var_keys( qt, bus_arcs_trans, "reactive power", "transformer")
pd = get(var(pm, nw), :pd_bus, Dict()); _check_var_keys( pd, bus_loads, "active power", "load")
qd = get(var(pm, nw), :qd_bus, Dict()); _check_var_keys( pd, bus_loads, "reactive power", "load")
Gs, Bs = _build_bus_shunt_matrices(pm, nw, terminals, bus_shunts)
cstr_p = []
cstr_q = []
ungrounded_terminals = [(idx,t) for (idx,t) in enumerate(terminals) if !grounded[idx]]
for (idx,t) in ungrounded_terminals
if any(Bs[idx,jdx] != 0 for (jdx, u) in ungrounded_terminals if idx != jdx) || any(Gs[idx,jdx] != 0 for (jdx, u) in ungrounded_terminals if idx != jdx)
cp = JuMP.@NLconstraint(pm.model,
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( pg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( ps[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( pd[l][t] for (l, conns) in bus_loads if t in conns)
+ ( # shunt
+Gs[idx,idx] * vm[t]^2
+sum( Gs[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
+Bs[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
==
0.0
)
push!(cstr_p, cp)
cq = JuMP.@NLconstraint(pm.model,
sum( q[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(qsw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( qt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( qg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( qs[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( qd[l][t] for (l, conns) in bus_loads if t in conns)
+ ( # shunt
-Bs[idx,idx] * vm[t]^2
-sum( Bs[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
-Gs[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
==
0.0
)
push!(cstr_q, cq)
else
cp = @smart_constraint(pm.model, [p, pg, ps, psw, pt, pd, vm],
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( pg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( ps[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( pd[l][t] for (l, conns) in bus_loads if t in conns)
+ Gs[idx,idx] * vm[t]^2
==
0.0
)
push!(cstr_p, cp)
cq = @smart_constraint(pm.model, [q, qg, qs, qsw, qt, qd, vm],
sum( q[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(qsw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( qt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( qg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( qs[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( qd[l][t] for (l, conns) in bus_loads if t in conns)
- Bs[idx,idx] * vm[t]^2
==
0.0
)
push!(cstr_q, cq)
end
end
con(pm, nw, :lam_kcl_r)[i] = cstr_p
con(pm, nw, :lam_kcl_i)[i] = cstr_q
if _IM.report_duals(pm)
sol(pm, nw, :bus, i)[:lam_kcl_r] = cstr_p
sol(pm, nw, :bus, i)[:lam_kcl_i] = cstr_q
end
end
@doc raw"""
constraint_mc_power_balance_capc(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
Power balance constraints with capacitor control.
```math
\begin{align}
& Bs = z ⋅ bs, \\
&\text{capacitor ON: } z = 1, \\
&\text{capacitor OFF: } z = 0.
\end{align}
```
"""
function constraint_mc_power_balance_capc(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, terminals::Vector{Int}, grounded::Vector{Bool}, bus_arcs::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_sw::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_arcs_trans::Vector{Tuple{Tuple{Int,Int,Int},Vector{Int}}}, bus_gens::Vector{Tuple{Int,Vector{Int}}}, bus_storage::Vector{Tuple{Int,Vector{Int}}}, bus_loads::Vector{Tuple{Int,Vector{Int}}}, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
vm = var(pm, nw, :vm, i)
va = var(pm, nw, :va, i)
p = get(var(pm, nw), :p, Dict()); _check_var_keys( p, bus_arcs, "active power", "branch")
q = get(var(pm, nw), :q, Dict()); _check_var_keys( q, bus_arcs, "reactive power", "branch")
pg = get(var(pm, nw), :pg_bus, Dict()); _check_var_keys( pg, bus_gens, "active power", "generator")
qg = get(var(pm, nw), :qg_bus, Dict()); _check_var_keys( qg, bus_gens, "reactive power", "generator")
ps = get(var(pm, nw), :ps, Dict()); _check_var_keys( ps, bus_storage, "active power", "storage")
qs = get(var(pm, nw), :qs, Dict()); _check_var_keys( qs, bus_storage, "reactive power", "storage")
psw = get(var(pm, nw), :psw, Dict()); _check_var_keys(psw, bus_arcs_sw, "active power", "switch")
qsw = get(var(pm, nw), :qsw, Dict()); _check_var_keys(qsw, bus_arcs_sw, "reactive power", "switch")
pt = get(var(pm, nw), :pt, Dict()); _check_var_keys( pt, bus_arcs_trans, "active power", "transformer")
qt = get(var(pm, nw), :qt, Dict()); _check_var_keys( qt, bus_arcs_trans, "reactive power", "transformer")
pd = get(var(pm, nw), :pd_bus, Dict()); _check_var_keys( pd, bus_loads, "active power", "load")
qd = get(var(pm, nw), :qd_bus, Dict()); _check_var_keys( pd, bus_loads, "reactive power", "load")
# add constraints to model capacitor switching
if !isempty(bus_shunts) && haskey(ref(pm, nw, :shunt, bus_shunts[1][1]), "controls")
constraint_capacitor_on_off(pm, nw, i, bus_shunts)
end
# calculate Gs, Bs
cap_state = 1.0
ncnds = length(terminals)
Gs = fill(0.0, ncnds, ncnds)
Bs = convert(Matrix{JuMP.NonlinearExpression}, JuMP.@NLexpression(pm.model, [idx=1:ncnds, jdx=1:ncnds], 0.0))
for (val, connections) in bus_shunts
shunt = ref(pm,nw,:shunt,val)
for (idx,c) in enumerate(connections)
if haskey(shunt, "controls")
cap_state = var(pm, nw, :capacitor_state, val)[c]
end
for (jdx,d) in enumerate(connections)
Gs[findfirst(isequal(c), terminals),findfirst(isequal(d), terminals)] += shunt["gs"][idx,jdx]
Bs[findfirst(isequal(c), terminals),findfirst(isequal(d), terminals)] = JuMP.@NLexpression(pm.model, Bs[findfirst(isequal(c), terminals),findfirst(isequal(d), terminals)] + shunt["bs"][idx,jdx]*cap_state)
end
end
end
cstr_p = []
cstr_q = []
ungrounded_terminals = [(idx,t) for (idx,t) in enumerate(terminals) if !grounded[idx]]
for (idx,t) in ungrounded_terminals
if any(Bs[idx,jdx] != 0 for (jdx, u) in ungrounded_terminals if idx != jdx) || any(Gs[idx,jdx] != 0 for (jdx, u) in ungrounded_terminals if idx != jdx)
cp = JuMP.@NLconstraint(pm.model,
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( pg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( ps[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( pd[l][t] for (l, conns) in bus_loads if t in conns)
+ ( # shunt
+Gs[idx,idx] * vm[t]^2
+sum( Gs[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
+Bs[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
==
0.0
)
push!(cstr_p, cp)
cq = JuMP.@NLconstraint(pm.model,
sum( q[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(qsw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( qt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( qg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( qs[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( qd[l][t] for (l, conns) in bus_loads if t in conns)
+ ( # shunt
-Bs[idx,idx] * vm[t]^2
-sum( Bs[idx,jdx] * vm[t]*vm[u] * cos(va[t]-va[u])
-Gs[idx,jdx] * vm[t]*vm[u] * sin(va[t]-va[u])
for (jdx,u) in ungrounded_terminals if idx != jdx)
)
==
0.0
)
push!(cstr_q, cq)
else
cp = @smart_constraint(pm.model, [p, pg, ps, psw, pt, pd, vm],
sum( p[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(psw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( pt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( pg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( ps[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( pd[l][t] for (l, conns) in bus_loads if t in conns)
+ Gs[idx,idx] * vm[t]^2
==
0.0
)
push!(cstr_p, cp)
cq = @smart_constraint(pm.model, [q, qg, qs, qsw, qt, qd, vm, Bs],
sum( q[a][t] for (a, conns) in bus_arcs if t in conns)
+ sum(qsw[a][t] for (a, conns) in bus_arcs_sw if t in conns)
+ sum( qt[a][t] for (a, conns) in bus_arcs_trans if t in conns)
- sum( qg[g][t] for (g, conns) in bus_gens if t in conns)
+ sum( qs[s][t] for (s, conns) in bus_storage if t in conns)
+ sum( qd[l][t] for (l, conns) in bus_loads if t in conns)
- Bs[idx,idx] * vm[t]^2
==
0.0
)
push!(cstr_q, cq)
end
end
con(pm, nw, :lam_kcl_r)[i] = cstr_p
con(pm, nw, :lam_kcl_i)[i] = cstr_q
if _IM.report_duals(pm)
sol(pm, nw, :bus, i)[:lam_kcl_r] = cstr_p
sol(pm, nw, :bus, i)[:lam_kcl_i] = cstr_q
end
end
@doc raw"""
constraint_capacitor_on_off(pm::AbstractUnbalancedACPModel, i::Int; nw::Int=nw_id_default)
Add constraints to model capacitor switching
```math
\begin{align}
&\text{kvar control (ON): } q-q_\text{on} ≤ M_q ⋅ z - ϵ ⋅ (1-z), \\
&\text{kvar control (OFF): } q-q_\text{off} ≥ -M_q ⋅ (1-z) - ϵ ⋅ z, \\
&\text{voltage control (ON): } v-v_\text{min} ≥ -M_v ⋅ z + ϵ ⋅ (1-z), \\
&\text{voltage control (OFF): } v-v_\text{max} ≤ M_v ⋅ (1-z) - ϵ ⋅ z.
\end{align}
```
"""
function constraint_capacitor_on_off(pm::AbstractUnbalancedACPModel, nw::Int, i::Int, bus_shunts::Vector{Tuple{Int,Vector{Int}}})
cap_state = var(pm, nw, :capacitor_state, bus_shunts[1][1])
shunt = ref(pm, nw, :shunt, bus_shunts[1][1])
ϵ = 1e-5
M_q = 1e5
M_v = 2
elem_type = shunt["controls"]["element"]["type"]
if shunt["controls"]["type"] == CAP_REACTIVE_POWER
bus_idx = shunt["controls"]["terminal"] == 1 ? (shunt["controls"]["element"]["index"], shunt["controls"]["element"]["f_bus"], shunt["controls"]["element"]["t_bus"]) : (shunt["controls"]["element"]["index"], shunt["controls"]["element"]["t_bus"], shunt["controls"]["element"]["f_bus"])
q_fr = elem_type == "branch" ? var(pm, nw, :q)[bus_idx] : elem_type == "switch" ? var(pm, nw, :qsw) : var(pm, nw, :qt, bus_idx)
JuMP.@constraint(pm.model, sum(q_fr) - shunt["controls"]["onsetting"] ≤ M_q*cap_state[shunt["connections"][1]] - ϵ*(1-cap_state[shunt["connections"][1]]))
JuMP.@constraint(pm.model, sum(q_fr) - shunt["controls"]["offsetting"] ≥ -M_q*(1-cap_state[shunt["connections"][1]]) - ϵ*cap_state[shunt["connections"][1]])
JuMP.@constraint(pm.model, cap_state .== cap_state[shunt["connections"][1]])
if shunt["controls"]["voltoverride"]
for (idx,val) in enumerate(shunt["connections"])
vm_cap = var(pm, nw, :vm, i)[val]
JuMP.@constraint(pm.model, vm_cap - shunt["controls"]["vmin"] ≥ -M_v*cap_state[val] + ϵ*(1-cap_state[val]))
JuMP.@constraint(pm.model, vm_cap - shunt["controls"]["vmax"] ≤ M_v*(1-cap_state[val]) - ϵ*cap_state[val])
end
end
else
for (idx,val) in enumerate(shunt["connections"])
if shunt["controls"]["type"][idx] == CAP_VOLTAGE
bus_idx = shunt["controls"]["terminal"][idx] == 1 ? shunt["controls"]["element"]["f_bus"] : shunt["controls"]["element"]["t_bus"]
vm_cap = var(pm, nw, :vm, bus_idx)[val]
JuMP.@constraint(pm.model, vm_cap - shunt["controls"]["onsetting"][idx] ≤ M_v*cap_state[val] - ϵ*(1-cap_state[val]))
JuMP.@constraint(pm.model, vm_cap - shunt["controls"]["offsetting"][idx] ≥ -M_v*(1-cap_state[val]) - ϵ*cap_state[val])
end
if shunt["controls"]["voltoverride"][idx]
vm_cap = var(pm, nw, :vm, i)[val]
JuMP.@constraint(pm.model, vm_cap - shunt["controls"]["vmin"][idx] ≥ -M_v*cap_state[val] + ϵ*(1-cap_state[val]))
JuMP.@constraint(pm.model, vm_cap - shunt["controls"]["vmax"][idx] ≤ M_v*(1-cap_state[val]) - ϵ*cap_state[val])
end
if shunt["controls"]["type"][idx] == CAP_DISABLED
JuMP.@constraint(pm.model, cap_state[val] == 1 )
end
end
end
end
"""
Creates Ohms constraints (yt post fix indicates that Y and T values are in rectangular form)
```
p_fr == g[c,c] * vm_fr[c]^2 +
sum( g[c,d]*vm_fr[c]*vm_fr[d]*cos(va_fr[c]-va_fr[d]) +
b[c,d]*vm_fr[c]*vm_fr[d]*sin(va_fr[c]-va_fr[d]) for d in conductor_ids(pm) if d != c) +
sum(-g[c,d]*vm_fr[c]*vm_to[d]*cos(va_fr[c]-va_to[d]) +
-b[c,d]*vm_fr[c]*vm_to[d]*sin(va_fr[c]-va_to[d]) for d in conductor_ids(pm))
+ g_fr[c,c] * vm_fr[c]^2 +
sum( g_fr[c,d]*vm_fr[c]*vm_fr[d]*cos(va_fr[c]-va_fr[d]) +
b_fr[c,d]*vm_fr[c]*vm_fr[d]*sin(va_fr[c]-va_fr[d]) for d in conductor_ids(pm) if d != c)
)
q_fr == -b[c,c] *vm_fr[c]^2 -
sum( b[c,d]*vm_fr[c]*vm_fr[d]*cos(va_fr[c]-va_fr[d]) -
g[c,d]*vm_fr[c]*vm_fr[d]*sin(va_fr[c]-va_fr[d]) for d in conductor_ids(pm) if d != c) -
sum(-b[c,d]*vm_fr[c]*vm_to[d]*cos(va_fr[c]-va_to[d]) +
g[c,d]*vm_fr[c]*vm_to[d]*sin(va_fr[c]-va_to[d]) for d in conductor_ids(pm))
-b_fr[c,c] *vm_fr[c]^2 -
sum( b_fr[c,d]*vm_fr[c]*vm_fr[d]*cos(va_fr[c]-va_fr[d]) -
g_fr[c,d]*vm_fr[c]*vm_fr[d]*sin(va_fr[c]-va_fr[d]) for d in conductor_ids(pm) if d != c)
)
```
"""
function constraint_mc_ohms_yt_from(pm::AbstractUnbalancedACPModel, nw::Int, f_bus::Int, t_bus::Int, f_idx::Tuple{Int,Int,Int}, t_idx::Tuple{Int,Int,Int}, f_connections::Vector{Int}, t_connections::Vector{Int}, G::Matrix{<:Real}, B::Matrix{<:Real}, G_fr::Matrix{<:Real}, B_fr::Matrix{<:Real})
p_fr = var(pm, nw, :p, f_idx)
q_fr = var(pm, nw, :q, f_idx)
vm_fr = var(pm, nw, :vm, f_bus)
vm_to = var(pm, nw, :vm, t_bus)
va_fr = var(pm, nw, :va, f_bus)
va_to = var(pm, nw, :va, t_bus)
ohms_yt_p = JuMP.ConstraintRef[]
ohms_yt_q = JuMP.ConstraintRef[]
for (idx, (fc,tc)) in enumerate(zip(f_connections,t_connections))
push!(ohms_yt_p, JuMP.@NLconstraint(pm.model, p_fr[fc] == (G[idx,idx]+G_fr[idx,idx])*vm_fr[fc]^2
+sum( (G[idx,jdx]+G_fr[idx,jdx]) * vm_fr[fc]*vm_fr[fd]*cos(va_fr[fc]-va_fr[fd])
+(B[idx,jdx]+B_fr[idx,jdx]) * vm_fr[fc]*vm_fr[fd]*sin(va_fr[fc]-va_fr[fd])
for (jdx, (fd,td)) in enumerate(zip(f_connections,t_connections)) if idx != jdx)
+sum( -G[idx,jdx]*vm_fr[fc]*vm_to[td]*cos(va_fr[fc]-va_to[td])
-B[idx,jdx]*vm_fr[fc]*vm_to[td]*sin(va_fr[fc]-va_to[td])
for (jdx, (fd,td)) in enumerate(zip(f_connections,t_connections)))
)
)
push!(ohms_yt_q, JuMP.@NLconstraint(pm.model, q_fr[fc] == -(B[idx,idx]+B_fr[idx,idx])*vm_fr[fc]^2
-sum( (B[idx,jdx]+B_fr[idx,jdx])*vm_fr[fc]*vm_fr[fd]*cos(va_fr[fc]-va_fr[fd])
-(G[idx,jdx]+G_fr[idx,jdx])*vm_fr[fc]*vm_fr[fd]*sin(va_fr[fc]-va_fr[fd])
for (jdx, (fd,td)) in enumerate(zip(f_connections,t_connections)) if idx != jdx)
-sum(-B[idx,jdx]*vm_fr[fc]*vm_to[td]*cos(va_fr[fc]-va_to[td])
+G[idx,jdx]*vm_fr[fc]*vm_to[td]*sin(va_fr[fc]-va_to[td])
for (jdx, (fd,td)) in enumerate(zip(f_connections,t_connections)))
)
)
end
con(pm, nw, :ohms_yt)[f_idx] = [ohms_yt_p, ohms_yt_q]
end
"""
Creates Ohms constraints (yt post fix indicates that Y and T values are in rectangular form)
```
p[t_idx] == (g+g_to)*v[t_bus]^2 + (-g*tr-b*ti)/tm*(v[t_bus]*v[f_bus]*cos(t[t_bus]-t[f_bus])) + (-b*tr+g*ti)/tm*(v[t_bus]*v[f_bus]*sin(t[t_bus]-t[f_bus]))
q[t_idx] == -(b+b_to)*v[t_bus]^2 - (-b*tr+g*ti)/tm*(v[t_bus]*v[f_bus]*cos(t[f_bus]-t[t_bus])) + (-g*tr-b*ti)/tm*(v[t_bus]*v[f_bus]*sin(t[t_bus]-t[f_bus]))
```
"""
function constraint_mc_ohms_yt_to(pm::AbstractUnbalancedACPModel, nw::Int, f_bus::Int, t_bus::Int, f_idx::Tuple{Int,Int,Int}, t_idx::Tuple{Int,Int,Int}, f_connections::Vector{Int}, t_connections::Vector{Int}, G::Matrix{<:Real}, B::Matrix{<:Real}, G_to::Matrix{<:Real}, B_to::Matrix{<:Real})
constraint_mc_ohms_yt_from(pm, nw, t_bus, f_bus, t_idx, f_idx, t_connections, f_connections, G, B, G_to, B_to)
end
""
function constraint_mc_transformer_power_yy(pm::AbstractUnbalancedACPModel, nw::Int, trans_id::Int, f_bus::Int, t_bus::Int, f_idx::Tuple{Int,Int,Int}, t_idx::Tuple{Int,Int,Int}, f_connections::Vector{Int}, t_connections::Vector{Int}, pol::Int, tm_set::Vector{<:Real}, tm_fixed::Vector{Bool}, tm_scale::Real)
transformer = ref(pm, nw, :transformer, trans_id)
vm_fr = var(pm, nw, :vm, f_bus)
vm_to = var(pm, nw, :vm, t_bus)
va_fr = var(pm, nw, :va, f_bus)
va_to = var(pm, nw, :va, t_bus)
p_fr = [var(pm, nw, :pt, f_idx)[c] for c in f_connections]
p_to = [var(pm, nw, :pt, t_idx)[c] for c in t_connections]
q_fr = [var(pm, nw, :qt, f_idx)[c] for c in f_connections]
q_to = [var(pm, nw, :qt, t_idx)[c] for c in t_connections]
# construct tm as a parameter or scaled variable depending on whether it is fixed or not
tm = [tm_fixed[idx] ? tm_set[idx] : var(pm, nw, :tap, trans_id)[idx] for (idx,(fc,tc)) in enumerate(zip(f_connections,t_connections))]
for (idx,(fc,tc)) in enumerate(zip(f_connections,t_connections))
if tm_fixed[idx]
JuMP.@constraint(pm.model, vm_fr[fc] == tm_scale*tm[idx]*vm_to[tc])
else
# transformer taps without regcontrol, tap variable not required in regcontrol formulation
JuMP.@constraint(pm.model, vm_fr[fc] == tm_scale*tm[idx]*vm_to[tc])
# with regcontrol
if haskey(transformer,"controls")
v_ref = transformer["controls"]["vreg"][idx]
δ = transformer["controls"]["band"][idx]
r = transformer["controls"]["r"][idx]
x = transformer["controls"]["x"][idx]
# (cr+jci) = (p-jq)/(vm⋅cos(va)-jvm⋅sin(va))
cr = JuMP.@NLexpression(pm.model, ( p_to[idx]*vm_to[tc]*cos(va_to[tc]) + q_to[idx]*vm_to[tc]*sin(va_to[tc]))/vm_to[tc]^2)
ci = JuMP.@NLexpression(pm.model, (-q_to[idx]*vm_to[tc]*cos(va_to[tc]) + p_to[idx]*vm_to[tc]*sin(va_to[tc]))/vm_to[tc]^2)
# v_drop = (cr+jci)⋅(r+jx)
vr_drop = JuMP.@NLexpression(pm.model, r*cr-x*ci)
vi_drop = JuMP.@NLexpression(pm.model, r*ci+x*cr)
# v_ref-δ ≤ vm_fr-(cr+jci)⋅(r+jx)≤ v_ref+δ
# vm_fr/1.1 ≤ vm_to ≤ vm_fr/0.9
JuMP.@NLconstraint(pm.model, (vm_fr[fc]*cos(va_fr[fc])-vr_drop)^2 + (vm_fr[fc]*sin(va_fr[fc])-vi_drop)^2 ≥ (v_ref - δ)^2)
JuMP.@NLconstraint(pm.model, (vm_fr[fc]*cos(va_fr[fc])-vr_drop)^2 + (vm_fr[fc]*sin(va_fr[fc])-vi_drop)^2 ≤ (v_ref + δ)^2)
JuMP.@constraint(pm.model, vm_fr[fc]/1.1 ≤ vm_to[tc])
JuMP.@constraint(pm.model, vm_fr[fc]/0.9 ≥ vm_to[tc])
end
end
pol_angle = pol == 1 ? 0 : pi
JuMP.@constraint(pm.model, va_fr[fc] == va_to[tc] + pol_angle)
end
JuMP.@constraint(pm.model, p_fr + p_to .== 0)
JuMP.@constraint(pm.model, q_fr + q_to .== 0)
end
""
function constraint_mc_transformer_power_dy(pm::AbstractUnbalancedACPModel, nw::Int, trans_id::Int, f_bus::Int, t_bus::Int, f_idx::Tuple{Int,Int,Int}, t_idx::Tuple{Int,Int,Int}, f_connections::Vector{Int}, t_connections::Vector{Int}, pol::Int, tm_set::Vector{<:Real}, tm_fixed::Vector{Bool}, tm_scale::Real)
vm_fr = var(pm, nw, :vm, f_bus)
vm_to = var(pm, nw, :vm, t_bus)
va_fr = var(pm, nw, :va, f_bus)
va_to = var(pm, nw, :va, t_bus)
# construct tm as a parameter or scaled variable depending on whether it is fixed or not
tm = [tm_fixed[idx] ? tm_set[idx] : var(pm, nw, :tap, trans_id)[fc] for (idx,(fc,tc)) in enumerate(zip(f_connections,t_connections))]
nph = length(tm_set)
# introduce auxialiary variable vd = Md*v_fr
vd_re = Array{Any,1}(undef, nph)
vd_im = Array{Any,1}(undef, nph)
for (idx, (fc,tc)) in enumerate(zip(f_connections,t_connections))
# rotate by 1 to get 'previous' phase
# e.g., for nph=3: 1->3, 2->1, 3->2
jdx = (idx-1+1)%nph+1
fd = f_connections[jdx]
vd_re[idx] = JuMP.@NLexpression(pm.model, vm_fr[fc]*cos(va_fr[fc])-vm_fr[fd]*cos(va_fr[fd]))
vd_im[idx] = JuMP.@NLexpression(pm.model, vm_fr[fc]*sin(va_fr[fc])-vm_fr[fd]*sin(va_fr[fd]))
JuMP.@NLconstraint(pm.model, vd_re[idx] == pol*tm_scale*tm[idx]*vm_to[tc]*cos(va_to[tc]))
JuMP.@NLconstraint(pm.model, vd_im[idx] == pol*tm_scale*tm[idx]*vm_to[tc]*sin(va_to[tc]))
end
p_fr = var(pm, nw, :pt, f_idx)
p_to = var(pm, nw, :pt, t_idx)
q_fr = var(pm, nw, :qt, f_idx)
q_to = var(pm, nw, :qt, t_idx)
id_re = Array{Any,1}(undef, nph)
id_im = Array{Any,1}(undef, nph)
# s/v = (p+jq)/|v|^2*conj(v)
# = (p+jq)/|v|*(cos(va)-j*sin(va))
# Re(s/v) = (p*cos(va)+q*sin(va))/|v|
# -Im(s/v) = -(q*cos(va)-p*sin(va))/|v|
for (idx,(fc,tc)) in enumerate(zip(f_connections,t_connections))
# id = conj(s_to/v_to)./tm
id_re[idx] = JuMP.@NLexpression(pm.model, (p_to[tc]*cos(va_to[tc])+q_to[tc]*sin(va_to[tc]))/vm_to[tc]/(tm_scale*tm[idx])/pol)
id_im[idx] = JuMP.@NLexpression(pm.model, -(q_to[tc]*cos(va_to[tc])-p_to[tc]*sin(va_to[tc]))/vm_to[tc]/(tm_scale*tm[idx])/pol)
end
for (idx, (fc,tc)) in enumerate(zip(f_connections,t_connections))
# rotate by nph-1 to get 'previous' phase
# e.g., for nph=3: 1->3, 2->1, 3->2
jdx = (idx-1+nph-1)%nph+1
# s_fr = v_fr*conj(i_fr)
# = v_fr*conj(id[q]-id[p])
# = v_fr*(id_re[q]-j*id_im[q]-id_re[p]+j*id_im[p])
JuMP.@NLconstraint(pm.model, p_fr[fc] ==
vm_fr[fc]*cos(va_fr[fc])*( id_re[jdx]-id_re[idx])
-vm_fr[fc]*sin(va_fr[fc])*(-id_im[jdx]+id_im[idx])
)
JuMP.@NLconstraint(pm.model, q_fr[fc] ==
vm_fr[fc]*cos(va_fr[fc])*(-id_im[jdx]+id_im[idx])
+vm_fr[fc]*sin(va_fr[fc])*( id_re[jdx]-id_re[idx])
)
end
end
"""
a = exp(im*2π/3)
U+ = (1*Ua + a*Ub a^2*Uc)/3
U- = (1*Ua + a^2*Ub a*Uc)/3
vuf = |U-|/|U+|
|U-| <= vufmax*|U+|
|U-|^2 <= vufmax^2*|U+|^2
"""
function constraint_mc_bus_voltage_magnitude_vuf(pm::AbstractUnbalancedACPModel, nw::Int, bus_id::Int, vufmax::Real)
if !haskey(var(pm, nw_id_default), :vmpossqr)
var(pm, nw_id_default)[:vmpossqr] = Dict{Int, Any}()
var(pm, nw_id_default)[:vmnegsqr] = Dict{Int, Any}()
end
(vm_a, vm_b, vm_c) = [var(pm, nw, :vm, bus_id)[i] for i in 1:3]
(va_a, va_b, va_c) = [var(pm, nw, :va, bus_id)[i] for i in 1:3]
a = exp(im*2*pi/3)
# real and imag functions cannot be used in NLexpressions, so precalculate
are = real(a)
aim = imag(a)
a2re = real(a^2)
a2im = imag(a^2)
# real and imaginary components of U+
vrepos = JuMP.@NLexpression(pm.model,
(vm_a*cos(va_a) + are*vm_b*cos(va_b) - aim*vm_b*sin(va_b) + a2re*vm_c*cos(va_c) - a2im*vm_c*sin(va_c))/3
)
vimpos = JuMP.@NLexpression(pm.model,
(vm_a*sin(va_a) + are*vm_b*sin(va_b) + aim*vm_b*cos(va_b) + a2re*vm_c*sin(va_c) + a2im*vm_c*cos(va_c))/3
)
# square of magnitude of U+, |U+|^2
vmpossqr = JuMP.@NLexpression(pm.model, vrepos^2+vimpos^2)
# real and imaginary components of U-
vreneg = JuMP.@NLexpression(pm.model,
(vm_a*cos(va_a) + a2re*vm_b*cos(va_b) - a2im*vm_b*sin(va_b) + are*vm_c*cos(va_c) - aim*vm_c*sin(va_c))/3
)
vimneg = JuMP.@NLexpression(pm.model,
(vm_a*sin(va_a) + a2re*vm_b*sin(va_b) + a2im*vm_b*cos(va_b) + are*vm_c*sin(va_c) + aim*vm_c*cos(va_c))/3
)
# square of magnitude of U-, |U-|^2
vmnegsqr = JuMP.@NLexpression(pm.model, vreneg^2+vimneg^2)
# finally, apply constraint
JuMP.@NLconstraint(pm.model, vmnegsqr <= vufmax^2*vmpossqr)
# DEBUGGING: save references for post check
#var(pm, nw_id_default, :vmpossqr)[bus_id] = vmpossqr
#var(pm, nw_id_default, :vmnegsqr)[bus_id] = vmnegsqr
end
"""
a = exp(im*2π/3)
U+ = (1*Ua + a*Ub a^2*Uc)/3
U- = (1*Ua + a^2*Ub a*Uc)/3
vuf = |U-|/|U+|
|U-| <= vufmax*|U+|
|U-|^2 <= vufmax^2*|U+|^2
"""
function constraint_mc_bus_voltage_magnitude_negative_sequence(pm::AbstractUnbalancedACPModel, nw::Int, bus_id::Int, vmnegmax::Real)
if !haskey(var(pm, nw_id_default), :vmpossqr)
var(pm, nw_id_default)[:vmpossqr] = Dict{Int, Any}()
var(pm, nw_id_default)[:vmnegsqr] = Dict{Int, Any}()
end
(vm_a, vm_b, vm_c) = [var(pm, nw, :vm, bus_id)[i] for i in 1:3]
(va_a, va_b, va_c) = [var(pm, nw, :va, bus_id)[i] for i in 1:3]
a = exp(im*2*pi/3)
# real and imag functions cannot be used in NLexpressions, so precalculate
are = real(a)
aim = imag(a)
a2re = real(a^2)
a2im = imag(a^2)
# real and imaginary components of U-
vreneg = JuMP.@NLexpression(pm.model,
(vm_a*cos(va_a) + a2re*vm_b*cos(va_b) - a2im*vm_b*sin(va_b) + are*vm_c*cos(va_c) - aim*vm_c*sin(va_c))/3
)
vimneg = JuMP.@NLexpression(pm.model,
(vm_a*sin(va_a) + a2re*vm_b*sin(va_b) + a2im*vm_b*cos(va_b) + are*vm_c*sin(va_c) + aim*vm_c*cos(va_c))/3
)
# square of magnitude of U-, |U-|^2
vmnegsqr = JuMP.@NLexpression(pm.model, vreneg^2+vimneg^2)
# finally, apply constraint
JuMP.@NLconstraint(pm.model, vmnegsqr <= vmnegmax^2)
end
"""
a = exp(im*2π/3)
U+ = (1*Ua + a*Ub a^2*Uc)/3
U- = (1*Ua + a^2*Ub a*Uc)/3
vuf = |U-|/|U+|
|U-| <= vufmax*|U+|
|U-|^2 <= vufmax^2*|U+|^2
"""
function constraint_mc_bus_voltage_magnitude_positive_sequence(pm::AbstractUnbalancedACPModel, nw::Int, bus_id::Int, vmposmax::Real)
if !haskey(var(pm, nw_id_default), :vmpossqr)
var(pm, nw_id_default)[:vmpossqr] = Dict{Int, Any}()
var(pm, nw_id_default)[:vmnegsqr] = Dict{Int, Any}()
end
(vm_a, vm_b, vm_c) = [var(pm, nw, :vm, bus_id)[i] for i in 1:3]
(va_a, va_b, va_c) = [var(pm, nw, :va, bus_id)[i] for i in 1:3]
a = exp(im*2*pi/3)
# real and imag functions cannot be used in NLexpressions, so precalculate
are = real(a)
aim = imag(a)
a2re = real(a^2)
a2im = imag(a^2)
# real and imaginary components of U+
vrepos = JuMP.@NLexpression(pm.model,
(vm_a*cos(va_a) + are*vm_b*cos(va_b) - aim*vm_b*sin(va_b) + a2re*vm_c*cos(va_c) - a2im*vm_c*sin(va_c))/3
)
vimpos = JuMP.@NLexpression(pm.model,
(vm_a*sin(va_a) + are*vm_b*sin(va_b) + aim*vm_b*cos(va_b) + a2re*vm_c*sin(va_c) + a2im*vm_c*cos(va_c))/3
)
# square of magnitude of U+, |U+|^2
vmpossqr = JuMP.@NLexpression(pm.model, vrepos^2+vimpos^2)
# finally, apply constraint
JuMP.@NLconstraint(pm.model, vmpossqr <= vmposmax^2)
end
"""
a = exp(im*2π/3)
U+ = (1*Ua + a*Ub a^2*Uc)/3
U- = (1*Ua + a^2*Ub a*Uc)/3
vuf = |U-|/|U+|
|U-| <= vufmax*|U+|
|U-|^2 <= vufmax^2*|U+|^2
"""
function constraint_mc_bus_voltage_magnitude_zero_sequence(pm::AbstractUnbalancedACPModel, nw::Int, bus_id::Int, vmzeromax::Real)
if !haskey(var(pm, nw_id_default), :vmpossqr)
var(pm, nw_id_default)[:vmpossqr] = Dict{Int, Any}()
var(pm, nw_id_default)[:vmnegsqr] = Dict{Int, Any}()
end
(vm_a, vm_b, vm_c) = [var(pm, nw, :vm, bus_id)[i] for i in 1:3]
(va_a, va_b, va_c) = [var(pm, nw, :va, bus_id)[i] for i in 1:3]
# real and imaginary components of U+
vrezero = JuMP.@NLexpression(pm.model,
(vm_a*cos(va_a) + vm_b*cos(va_b) + vm_c*cos(va_c))/3
)
vimzero = JuMP.@NLexpression(pm.model,
(vm_a*sin(va_a) + vm_b*sin(va_b) + vm_c*sin(va_c))/3
)
# square of magnitude of U+, |U+|^2
vmzerosqr = JuMP.@NLexpression(pm.model, vrezero^2+vimzero^2)
# finally, apply constraint
JuMP.@NLconstraint(pm.model, vmzerosqr <= vmzeromax^2)
end
"""
We want to express
s_ab = cp.|v_ab|+im.cq.|v_ab|
i_ab = conj(s_ab/v_ab) = |v_ab|.(cq-im.cq)/conj(v_ab) = (1/|v_ab|).(cp-im.cq)*v_ab
idem for i_bc and i_ca
And then
s_a = v_a.conj(i_a) = v_a.conj(i_ab-i_ca)
idem for s_b and s_c
"""
function constraint_mc_load_current_delta(pm::AbstractUnbalancedACPModel, nw::Int, load_id::Int, load_bus_id::Int, cp::Vector, cq::Vector)
cp_ab, cp_bc, cp_ca = cp
cq_ab, cq_bc, cq_ca = cq
vm_a, vm_b, vm_c = var(pm, nw, :vm, load_bus_id)
va_a, va_b, va_c = var(pm, nw, :va, load_bus_id)
# v_xy = v_x - v_y
vre_xy(vm_x, va_x, vm_y, va_y) = JuMP.@NLexpression(pm.model, vm_x*cos(va_x)-vm_y*cos(va_y))
vim_xy(vm_x, va_x, vm_y, va_y) = JuMP.@NLexpression(pm.model, vm_x*sin(va_x)-vm_y*sin(va_y))
vre_ab = vre_xy(vm_a, va_a, vm_b, va_b)
vim_ab = vim_xy(vm_a, va_a, vm_b, va_b)
vre_bc = vre_xy(vm_b, va_b, vm_c, va_c)
vim_bc = vim_xy(vm_b, va_b, vm_c, va_c)
vre_ca = vre_xy(vm_c, va_c, vm_a, va_a)
vim_ca = vim_xy(vm_c, va_c, vm_a, va_a)
# i_xy = conj(s_xy/v_xy)
ire_xy(cp_xy, cq_xy, vre_xy, vim_xy) = JuMP.@NLexpression(pm.model, 1/sqrt(vre_xy^2+vim_xy^2)*(cp_xy*vre_xy+cq_xy*vim_xy))
iim_xy(cp_xy, cq_xy, vre_xy, vim_xy) = JuMP.@NLexpression(pm.model, 1/sqrt(vre_xy^2+vim_xy^2)*(cp_xy*vim_xy-cq_xy*vre_xy))
ire_ab = ire_xy(cp_ab, cq_ab, vre_ab, vim_ab)
iim_ab = iim_xy(cp_ab, cq_ab, vre_ab, vim_ab)
ire_bc = ire_xy(cp_bc, cq_bc, vre_bc, vim_bc)