DCED#
Type for DC-based economic dispatch.
Common Parameters: c2, c1, c0, pmax, pmin, pd, ptdf, rate_a
Common Vars: pg
Common Constraints: pb, lub, llb
Available routines: DCOPF, DCOPF2, ED, EDDG, EDES, RTED, RTEDDG, RTEDES, RTEDVIS
DCOPF#
DC optimal power flow (DCOPF).
Notes#
The nodal price is calculated as
piinpic.Devices online status of
StaticGen,StaticLoad, andShuntare considered in the connectivity matricesCft,Cg,Cl, andCsh.
References#
R. D. Zimmerman, C. E. Murillo-Sanchez, and R. J. Thomas, “MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education,” IEEE Trans. Power Syst., vol. 26, no. 1, pp. 12-19, Feb. 2011
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. \sum(c_{2} p_g^{2})+ \sum(c_{1} p_g)+ \sum(u_{g} c_{0})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} + C_{l} p_{d} + C_{sh} g_{sh} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-p_{lf} - u_{l} R_{ATEA} \leq 0\) |
plfub |
line flow upper bound |
\(p_{lf} - u_{l} R_{ATEA} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} \leq 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
Gen active power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
Bus voltage magnitude, placeholder |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
Bus voltage angle |
rad |
Bus.a |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
Gen connection status |
StaticGen.u |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
DCOPF2#
DC optimal power flow (DCOPF) using PTDF. For large cases, it is recommended to build the PTDF first, especially when incremental build is necessary.
Notes#
This routine requires PTDF matrix.
Nodal price
piis calculated with three parts.Bus angle
aBusis calculated after solving the problem.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. \sum(c_{2} p_g^{2})+ \sum(c_{1} p_g)+ \sum(u_{g} c_{0})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
Line flow |
\(P_{TDF} (C_{g} p_g - C_{l} p_{d} - C_{sh} g_{sh} - P_{bus}^{inj})\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} + C_{l} p_{d} + C_{sh} g_{sh} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-p_{lf} - u_{l} R_{ATEA} \leq 0\) |
plfub |
line flow upper bound |
\(p_{lf} - u_{l} R_{ATEA} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} \leq 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
Gen active power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
Bus voltage magnitude, placeholder |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
Bus voltage angle |
rad |
Bus.a |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb] + C_{ft} (\phi[plfub] - \phi[plflb])\) |
$/p.u. |
Bus |
pilb |
Congestion price, dual of <plflb> |
\(\phi[plflb]\) |
Line |
|
piub |
Congestion price, dual of <plfub> |
\(\phi[plfub]\) |
Line |
|
pib |
Energy price, dual of <pb> |
\(\phi[pb]\) |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
ued |
\(u_{e,d}\) |
Effective load connection status |
NumOp |
uesh |
\(u_{e,sh}\) |
Effective shunt connection status |
NumOp |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
Gen connection status |
StaticGen.u |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
PTDF |
\(P_{TDF}\) |
PTDF |
MatProcessor.PTDF |
|
Cft |
\(C_{ft}\) |
Line connection matrix |
MatProcessor.Cft |
ED#
DC-based multi-period economic dispatch (ED).
Dispatch interval config.t ($T_{cfg}$) is introduced, 1 [Hour] by default.
ED extends DCOPF as follows:
Vars
pg,pru,prdare extended to 2D2D Vars
rguandrgdare introducedParam
ugis sourced fromEDTSlot.ugas generator commitment
Notes#
Formulations has been adjusted with interval
config.tThe tie-line flow is not implemented in this model.
EDTSlot.ugis used instead ofStaticGen.ufor generator commitment.Following reserves are balanced for each "Area": RegUp reserve
rbu, RegDn reserverbd, and Spinning reserversr.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. \sum(T_{cfg}^{2} c_{2} p_g^{2})+ T_{cfg} \sum(c_{1} p_g + c_{sr} p_{r,s})+ \sum(u_{g} c_{0} 1_{tl})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
2D Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj} 1_{tl}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} 1_{tl} + c_{trl, e} 1_{tl} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} 1_{tl} + c_{trl, e} 1_{tl} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} 1_{tl} + C_{l} p_{d,s} + C_{sh} g_{sh} 1_{tl} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-B_{f} \theta_{bus} - P_{f}^{inj} 1_{tl} - u_{l} R_{ATEA} 1_{tl} \leq 0\) |
plfub |
line flow upper bound |
\(B_{f} \theta_{bus} + P_{f}^{inj} 1_{tl} - u_{l} R_{ATEA} 1_{tl} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} 1_{tl} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} 1_{tl} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} 1_{tl} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} 1_{tl} = 0\) |
rru |
RegUp reserve source |
\(p_g + p_{r,u} - u_{g} p_{g, max} 1_{tl} \leq 0\) |
rrd |
RegDn reserve source |
\(-p_g + p_{r,d} + u_{g} p_{g, min} 1_{tl} \leq 0\) |
rgu |
Gen ramping up |
\(p_g M_{r} - T_{cfg} R_{30,R} \leq 0\) |
rgd |
Gen ramping down |
\(-p_g M_{r} - T_{cfg} R_{30,R} \leq 0\) |
prsb |
spinning reserve balance |
\(u_{g} p_{g, max} 1_{tl} - p_g - p_{r,s} = 0\) |
rsr |
spinning reserve requirement |
\(-S_{g} p_{r,s} + d_{s,r,z} \leq 0\) |
rgu0 |
Initial gen ramping up |
\(u_{g}[: 0], p_g[:, 0] - p_{g, 0}[:, 0] - R_{30} \leq 0\) |
rgd0 |
Initial gen ramping down |
\(u_{g}[: 0], -p_g[:, 0] + p_{g, 0}[:, 0] - R_{30} \leq 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
2D Gen power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
2D Bus voltage |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
2D Bus angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
2D RegUp power |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
2D RegDn power |
p.u. |
StaticGen |
nonneg |
prs |
\(p_{r,s}\) |
spinning reserve |
p.u. |
StaticGen |
nonneg |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
tlv |
\(1_{tl}\) |
time length vector |
NumOp |
pds |
\(p_{d,s}\) |
Scaled load |
LoadScale |
Mr |
\(M_{r}\) |
Subtraction matrix for ramping |
RampSub |
RR30 |
\(R_{30,R}\) |
Repeated ramp rate |
NumHstack |
dsrpz |
\(d_{s,r, p, z}\) |
zonal spinning reserve requirement in percentage |
NumOpDual |
dsr |
\(d_{s,r,z}\) |
zonal spinning reserve requirement |
NumOpDual |
ugt |
\(u_{g}\) |
input ug transpose |
NumOp |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
unit commitment decisions |
EDTSlot.ug |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
sd |
\(s_{d}\) |
zonal load factor for ED |
EDTSlot.sd |
|
timeslot |
\(t_{s,idx}\) |
Time slot for multi-period ED |
EDTSlot.idx |
|
R30 |
\(R_{30}\) |
30-min ramp rate |
p.u./h |
StaticGen.R30 |
dsr |
\(d_{sr}\) |
spinning reserve requirement in percentage |
% |
SR.demand |
csr |
\(c_{sr}\) |
cost for spinning reserve |
$/(p.u.*h) |
SRCost.csr |
Config Fields in [ED]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
1 |
time interval in hours |
EDDG#
ED with distributed generation DG.
Note that EDDG only inlcudes DG output power. If ESD1 is included, EDES should be used instead, otherwise there is no SOC.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. \sum(T_{cfg}^{2} c_{2} p_g^{2})+ T_{cfg} \sum(c_{1} p_g + c_{sr} p_{r,s})+ \sum(u_{g} c_{0} 1_{tl})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
2D Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj} 1_{tl}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} 1_{tl} + c_{trl, e} 1_{tl} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} 1_{tl} + c_{trl, e} 1_{tl} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} 1_{tl} + C_{l} p_{d,s} + C_{sh} g_{sh} 1_{tl} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-B_{f} \theta_{bus} - P_{f}^{inj} 1_{tl} - u_{l} R_{ATEA} 1_{tl} \leq 0\) |
plfub |
line flow upper bound |
\(B_{f} \theta_{bus} + P_{f}^{inj} 1_{tl} - u_{l} R_{ATEA} 1_{tl} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} 1_{tl} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} 1_{tl} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} 1_{tl} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} 1_{tl} = 0\) |
rru |
RegUp reserve source |
\(p_g + p_{r,u} - u_{g} p_{g, max} 1_{tl} \leq 0\) |
rrd |
RegDn reserve source |
\(-p_g + p_{r,d} + u_{g} p_{g, min} 1_{tl} \leq 0\) |
rgu |
Gen ramping up |
\(p_g M_{r} - T_{cfg} R_{30,R} \leq 0\) |
rgd |
Gen ramping down |
\(-p_g M_{r} - T_{cfg} R_{30,R} \leq 0\) |
prsb |
spinning reserve balance |
\(u_{g} p_{g, max} 1_{tl} - p_g - p_{r,s} = 0\) |
rsr |
spinning reserve requirement |
\(-S_{g} p_{r,s} + d_{s,r,z} \leq 0\) |
rgu0 |
Initial gen ramping up |
\(u_{g}[: 0], p_g[:, 0] - p_{g, 0}[:, 0] - R_{30} \leq 0\) |
rgd0 |
Initial gen ramping down |
\(u_{g}[: 0], -p_g[:, 0] + p_{g, 0}[:, 0] - R_{30} \leq 0\) |
cdgb |
Select DG power from pg |
\(C_{DG} p_g - p_{g,DG} = 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
2D Gen power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
2D Bus voltage |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
2D Bus angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
2D RegUp power |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
2D RegDn power |
p.u. |
StaticGen |
nonneg |
prs |
\(p_{r,s}\) |
spinning reserve |
p.u. |
StaticGen |
nonneg |
pgdg |
\(p_{g,DG}\) |
DG output power |
p.u. |
DG |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
tlv |
\(1_{tl}\) |
time length vector |
NumOp |
pds |
\(p_{d,s}\) |
Scaled load |
LoadScale |
Mr |
\(M_{r}\) |
Subtraction matrix for ramping |
RampSub |
RR30 |
\(R_{30,R}\) |
Repeated ramp rate |
NumHstack |
dsrpz |
\(d_{s,r, p, z}\) |
zonal spinning reserve requirement in percentage |
NumOpDual |
dsr |
\(d_{s,r,z}\) |
zonal spinning reserve requirement |
NumOpDual |
ugt |
\(u_{g}\) |
input ug transpose |
NumOp |
cd |
\(C_{DG}\) |
Select DG power from pg |
VarSelect |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
unit commitment decisions |
EDTSlot.ug |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
sd |
\(s_{d}\) |
zonal load factor for ED |
EDTSlot.sd |
|
timeslot |
\(t_{s,idx}\) |
Time slot for multi-period ED |
EDTSlot.idx |
|
R30 |
\(R_{30}\) |
30-min ramp rate |
p.u./h |
StaticGen.R30 |
dsr |
\(d_{sr}\) |
spinning reserve requirement in percentage |
% |
SR.demand |
csr |
\(c_{sr}\) |
cost for spinning reserve |
$/(p.u.*h) |
SRCost.csr |
gendg |
\(g_{DG}\) |
gen of DG |
DG.gen |
|
gammapd |
\(\gamma_{p,DG}\) |
Ratio of DG.pge w.r.t to that of static generator |
DG.gammap |
Config Fields in [EDDG]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
1 |
time interval in hours |
EDES#
ED with energy storage ESD1. The bilinear term in the formulation is linearized with big-M method.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. \sum(T_{cfg}^{2} c_{2} p_g^{2})+ T_{cfg} \sum(c_{1} p_g + c_{sr} p_{r,s})+ \sum(u_{g} c_{0} 1_{tl})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
2D Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj} 1_{tl}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} 1_{tl} + c_{trl, e} 1_{tl} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} 1_{tl} + c_{trl, e} 1_{tl} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} 1_{tl} + C_{l} p_{d,s} + C_{sh} g_{sh} 1_{tl} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-B_{f} \theta_{bus} - P_{f}^{inj} 1_{tl} - u_{l} R_{ATEA} 1_{tl} \leq 0\) |
plfub |
line flow upper bound |
\(B_{f} \theta_{bus} + P_{f}^{inj} 1_{tl} - u_{l} R_{ATEA} 1_{tl} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} 1_{tl} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} 1_{tl} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} 1_{tl} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} 1_{tl} = 0\) |
rru |
RegUp reserve source |
\(p_g + p_{r,u} - u_{g} p_{g, max} 1_{tl} \leq 0\) |
rrd |
RegDn reserve source |
\(-p_g + p_{r,d} + u_{g} p_{g, min} 1_{tl} \leq 0\) |
rgu |
Gen ramping up |
\(p_g M_{r} - T_{cfg} R_{30,R} \leq 0\) |
rgd |
Gen ramping down |
\(-p_g M_{r} - T_{cfg} R_{30,R} \leq 0\) |
prsb |
spinning reserve balance |
\(u_{g} p_{g, max} 1_{tl} - p_g - p_{r,s} = 0\) |
rsr |
spinning reserve requirement |
\(-S_{g} p_{r,s} + d_{s,r,z} \leq 0\) |
rgu0 |
Initial gen ramping up |
\(u_{g}[: 0], p_g[:, 0] - p_{g, 0}[:, 0] - R_{30} \leq 0\) |
rgd0 |
Initial gen ramping down |
\(u_{g}[: 0], -p_g[:, 0] + p_{g, 0}[:, 0] - R_{30} \leq 0\) |
cdgb |
Select DG power from pg |
\(C_{DG} p_g - p_{g,DG} = 0\) |
SOClb |
SOC lower bound |
\(-SOC + SOC_{min} \leq 0\) |
SOCub |
SOC upper bound |
\(SOC - SOC_{max} \leq 0\) |
cescb |
Select pce from DG |
\(C_{ESD} p_{g,DG} - p_{c,ESD} = 0\) |
cesdb |
Select pde from DG |
\(C_{ESD} p_{g,DG} - p_{d,ESD} = 0\) |
cdb |
Charging decision bound |
\(u_{c,ESD} + u_{d,ESD} - 1 = 0\) |
zce1 |
zce bound 1 |
\(-z_{c,ESD} + p_{c,ESD} \leq 0\) |
zce2 |
zce bound 2 |
\(z_{c,ESD} - p_{c,ESD} - M_{big} (1-u_{c,ESD}) \leq 0\) |
zce3 |
zce bound 3 |
\(z_{c,ESD} - M_{big} u_{c,ESD} \leq 0\) |
zde1 |
zde bound 1 |
\(-z_{d,ESD} + p_{d,ESD} \leq 0\) |
zde2 |
zde bound 2 |
\(z_{d,ESD} - p_{d,ESD} - M_{big} (1-u_{d,ESD}) \leq 0\) |
zde3 |
zde bound 3 |
\(z_{d,ESD} - M_{big} u_{d,ESD} \leq 0\) |
SOCb |
ESD1 SOC balance |
\(E_{n,R} SOC M_{r,ES} - T_{cfg} \eta_{c,R} z_{c,ESD}[:, 1:] + T_{cfg} R_{\eta_d,R} z_{d,ESD}[:, 1:] = 0\) |
SOCb0 |
ESD1 SOC initial balance |
\(E_n SOC[:, 0] - SOC_{init} - T_{cfg} \eta_c z_{c,ESD}[:, 0] + T_{cfg} \frac{1}{\eta_d} z_{d,ESD}[:, 0] = 0\) |
SOCr |
SOC requirement |
\(SOC[:, -1] - SOC_{init} = 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
2D Gen power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
2D Bus voltage |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
2D Bus angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
2D RegUp power |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
2D RegDn power |
p.u. |
StaticGen |
nonneg |
prs |
\(p_{r,s}\) |
spinning reserve |
p.u. |
StaticGen |
nonneg |
pgdg |
\(p_{g,DG}\) |
DG output power |
p.u. |
DG |
|
SOC |
\(SOC\) |
ESD1 State of Charge |
% |
ESD1 |
pos |
pce |
\(p_{c,ESD}\) |
ESD1 charging power |
p.u. |
ESD1 |
nonneg |
pde |
\(p_{d,ESD}\) |
ESD1 discharging power |
p.u. |
ESD1 |
nonneg |
uce |
\(u_{c,ESD}\) |
ESD1 charging decision |
ESD1 |
boolean |
|
ude |
\(u_{d,ESD}\) |
ESD1 discharging decision |
ESD1 |
boolean |
|
zce |
\(z_{c,ESD}\) |
Aux var for charging, \(z_{c,ESD}=u_{c,ESD}*p_{c,ESD}\) |
ESD1 |
nonneg |
|
zde |
\(z_{d,ESD}\) |
Aux var for discharging, \(z_{d,ESD}=u_{d,ESD}*p_{d,ESD}\) |
ESD1 |
nonneg |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
tlv |
\(1_{tl}\) |
time length vector |
NumOp |
pds |
\(p_{d,s}\) |
Scaled load |
LoadScale |
Mr |
\(M_{r}\) |
Subtraction matrix for ramping |
RampSub |
RR30 |
\(R_{30,R}\) |
Repeated ramp rate |
NumHstack |
dsrpz |
\(d_{s,r, p, z}\) |
zonal spinning reserve requirement in percentage |
NumOpDual |
dsr |
\(d_{s,r,z}\) |
zonal spinning reserve requirement |
NumOpDual |
ugt |
\(u_{g}\) |
input ug transpose |
NumOp |
cd |
\(C_{DG}\) |
Select DG power from pg |
VarSelect |
REtaD |
\(\frac{1}{\eta_d}\) |
NumOp |
|
Mb |
\(M_{big}\) |
10 times of max of pmax as big M |
NumOp |
ces |
\(C_{ESD}\) |
Select ESD power from DG |
VarSelect |
Mre |
\(M_{r,ES}\) |
Subtraction matrix for SOC |
RampSub |
EnR |
\(E_{n,R}\) |
Repeated En as 2D matrix, (ng, ng-1) |
NumHstack |
EtaCR |
\(\eta_{c,R}\) |
Repeated Etac as 2D matrix, (ng, ng-1) |
NumHstack |
REtaDR |
\(R_{\eta_d,R}\) |
Repeated REtaD as 2D matrix, (ng, ng-1) |
NumHstack |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
unit commitment decisions |
EDTSlot.ug |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
sd |
\(s_{d}\) |
zonal load factor for ED |
EDTSlot.sd |
|
timeslot |
\(t_{s,idx}\) |
Time slot for multi-period ED |
EDTSlot.idx |
|
R30 |
\(R_{30}\) |
30-min ramp rate |
p.u./h |
StaticGen.R30 |
dsr |
\(d_{sr}\) |
spinning reserve requirement in percentage |
% |
SR.demand |
csr |
\(c_{sr}\) |
cost for spinning reserve |
$/(p.u.*h) |
SRCost.csr |
gendg |
\(g_{DG}\) |
gen of DG |
DG.gen |
|
gammapd |
\(\gamma_{p,DG}\) |
Ratio of DG.pge w.r.t to that of static generator |
DG.gammap |
|
En |
\(E_n\) |
Rated energy capacity |
MWh |
ESD1.En |
SOCmax |
\(SOC_{max}\) |
Maximum allowed value for SOC in limiter |
% |
ESD1.SOCmax |
SOCmin |
\(SOC_{min}\) |
Minimum required value for SOC in limiter |
% |
ESD1.SOCmin |
SOCinit |
\(SOC_{init}\) |
Initial SOC |
% |
ESD1.SOCinit |
EtaC |
\(\eta_c\) |
Efficiency during charging |
% |
ESD1.EtaC |
EtaD |
\(\eta_d\) |
Efficiency during discharging |
% |
ESD1.EtaD |
genesd |
\(g_{ESD}\) |
gen of ESD1 |
ESD1.idx |
Config Fields in [EDES]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
1 |
time interval in hours |
RTED#
DC-based real-time economic dispatch (RTED).
RTED extends DCOPF with:
Vars for SFR reserve:
pruandprdParam for linear SFR cost:
cruandcrdParam for SFR requirement:
duandddParam for ramping: start point
pg0and ramping limitR10Param
pg0, which can be retrieved from dynamic simulation results.
The function dc2ac sets the vBus value from solved ACOPF.
Without this conversion, dynamic simulation might fail due to the gap between
DC-based dispatch results and AC-based dynamic initialization.
Notes#
Formulations has been adjusted with interval
config.t, 5/60 [Hour] by default.The tie-line flow related constraints are ommited in this formulation.
The power balance is solved for the entire system.
The SFR is solved for each area.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. T_{cfg}^{2} \sum(c_{2} p_g^{2}) + \sum(u_{g} c_{0})+ T_{cfg} \sum(c_{1} p_g + c_{r,u} p_{r,u} + c_{r,d} p_{r,d})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} + C_{l} p_{d} + C_{sh} g_{sh} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-p_{lf} - u_{l} R_{ATEA} \leq 0\) |
plfub |
line flow upper bound |
\(p_{lf} - u_{l} R_{ATEA} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} = 0\) |
rru |
RegUp reserve source |
\(u_{g} (p_g + p_{r,u}) - u_{g} p_{g, max, e} \leq 0\) |
rrd |
RegDn reserve source |
\(u_{g} (-p_g + p_{r,d}) + u_{g} p_{g, min, e} \leq 0\) |
rgu |
Gen ramping up |
\(u_{g} (p_g-p_{g, 0}-R_{10}) \leq 0\) |
rgd |
Gen ramping down |
\(u_{g} (-p_g+p_{g, 0}-R_{10}) \leq 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
Gen active power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
Bus voltage magnitude, placeholder |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
Bus voltage angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
RegUp reserve |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
RegDn reserve |
p.u. |
StaticGen |
nonneg |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
Gen connection status |
StaticGen.u |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
Config Fields in [RTED]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
0.083 |
time interval in hours |
RTEDDG#
RTED with distributed generator DG.
Note that RTEDDG only inlcudes DG output power. If ESD1 is included, RTEDES should be used instead, otherwise there is no SOC.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. T_{cfg}^{2} \sum(c_{2} p_g^{2}) + \sum(u_{g} c_{0})+ T_{cfg} \sum(c_{1} p_g + c_{r,u} p_{r,u} + c_{r,d} p_{r,d})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} + C_{l} p_{d} + C_{sh} g_{sh} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-p_{lf} - u_{l} R_{ATEA} \leq 0\) |
plfub |
line flow upper bound |
\(p_{lf} - u_{l} R_{ATEA} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} = 0\) |
rru |
RegUp reserve source |
\(u_{g} (p_g + p_{r,u}) - u_{g} p_{g, max, e} \leq 0\) |
rrd |
RegDn reserve source |
\(u_{g} (-p_g + p_{r,d}) + u_{g} p_{g, min, e} \leq 0\) |
rgu |
Gen ramping up |
\(u_{g} (p_g-p_{g, 0}-R_{10}) \leq 0\) |
rgd |
Gen ramping down |
\(u_{g} (-p_g+p_{g, 0}-R_{10}) \leq 0\) |
cdgb |
Select DG power from pg |
\(C_{DG} p_g - p_{g,DG} = 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
Gen active power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
Bus voltage magnitude, placeholder |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
Bus voltage angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
RegUp reserve |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
RegDn reserve |
p.u. |
StaticGen |
nonneg |
pgdg |
\(p_{g,DG}\) |
DG output power |
p.u. |
DG |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
cd |
\(C_{DG}\) |
Select DG power from pg |
VarSelect |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
Gen connection status |
StaticGen.u |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
gendg |
\(g_{DG}\) |
gen of DG |
DG.gen |
|
gammapd |
\(\gamma_{p,DG}\) |
Ratio of DG.pge w.r.t to that of static generator |
DG.gammap |
Config Fields in [RTEDDG]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
0.083 |
time interval in hours |
RTEDES#
RTED with energy storage ESD1. The bilinear term in the formulation is linearized with big-M method.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. T_{cfg}^{2} \sum(c_{2} p_g^{2}) + \sum(u_{g} c_{0})+ T_{cfg} \sum(c_{1} p_g + c_{r,u} p_{r,u} + c_{r,d} p_{r,d})\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} + C_{l} p_{d} + C_{sh} g_{sh} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-p_{lf} - u_{l} R_{ATEA} \leq 0\) |
plfub |
line flow upper bound |
\(p_{lf} - u_{l} R_{ATEA} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} = 0\) |
rru |
RegUp reserve source |
\(u_{g} (p_g + p_{r,u}) - u_{g} p_{g, max, e} \leq 0\) |
rrd |
RegDn reserve source |
\(u_{g} (-p_g + p_{r,d}) + u_{g} p_{g, min, e} \leq 0\) |
rgu |
Gen ramping up |
\(u_{g} (p_g-p_{g, 0}-R_{10}) \leq 0\) |
rgd |
Gen ramping down |
\(u_{g} (-p_g+p_{g, 0}-R_{10}) \leq 0\) |
cdgb |
Select DG power from pg |
\(C_{DG} p_g - p_{g,DG} = 0\) |
SOClb |
SOC lower bound |
\(-SOC + SOC_{min} \leq 0\) |
SOCub |
SOC upper bound |
\(SOC - SOC_{max} \leq 0\) |
cescb |
Select pce from DG |
\(C_{ESD} p_{g,DG} - p_{c,ESD} = 0\) |
cesdb |
Select pde from DG |
\(C_{ESD} p_{g,DG} - p_{d,ESD} = 0\) |
cdb |
Charging decision bound |
\(u_{c,ESD} + u_{d,ESD} - 1 = 0\) |
zce1 |
zce bound 1 |
\(-z_{c,ESD} + p_{c,ESD} \leq 0\) |
zce2 |
zce bound 2 |
\(z_{c,ESD} - p_{c,ESD} - M_{big} (1-u_{c,ESD}) \leq 0\) |
zce3 |
zce bound 3 |
\(z_{c,ESD} - M_{big} u_{c,ESD} \leq 0\) |
zde1 |
zde bound 1 |
\(-z_{d,ESD} + p_{d,ESD} \leq 0\) |
zde2 |
zde bound 2 |
\(z_{d,ESD} - p_{d,ESD} - M_{big} (1-u_{d,ESD}) \leq 0\) |
zde3 |
zde bound 3 |
\(z_{d,ESD} - M_{big} u_{d,ESD} \leq 0\) |
SOCb |
ESD1 SOC balance |
\(E_n (SOC - SOC_{init}) - T_{cfg} \eta_c z_{c,ESD}+ T_{cfg} \frac{1}{\eta_d} z_{d,ESD} = 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
Gen active power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
Bus voltage magnitude, placeholder |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
Bus voltage angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
RegUp reserve |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
RegDn reserve |
p.u. |
StaticGen |
nonneg |
pgdg |
\(p_{g,DG}\) |
DG output power |
p.u. |
DG |
|
SOC |
\(SOC\) |
ESD1 State of Charge |
% |
ESD1 |
pos |
pce |
\(p_{c,ESD}\) |
ESD1 charging power |
p.u. |
ESD1 |
nonneg |
pde |
\(p_{d,ESD}\) |
ESD1 discharging power |
p.u. |
ESD1 |
nonneg |
uce |
\(u_{c,ESD}\) |
ESD1 charging decision |
ESD1 |
boolean |
|
ude |
\(u_{d,ESD}\) |
ESD1 discharging decision |
ESD1 |
boolean |
|
zce |
\(z_{c,ESD}\) |
Aux var for charging, \(z_{c,ESD}=u_{c,ESD}*p_{c,ESD}\) |
ESD1 |
nonneg |
|
zde |
\(z_{d,ESD}\) |
Aux var for discharging, \(z_{d,ESD}=u_{d,ESD}*p_{d,ESD}\) |
ESD1 |
nonneg |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
cd |
\(C_{DG}\) |
Select DG power from pg |
VarSelect |
REtaD |
\(\frac{1}{\eta_d}\) |
NumOp |
|
Mb |
\(M_{big}\) |
10 times of max of pmax as big M |
NumOp |
ces |
\(C_{ESD}\) |
Select ESD power from DG |
VarSelect |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
Gen connection status |
StaticGen.u |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
gendg |
\(g_{DG}\) |
gen of DG |
DG.gen |
|
gammapd |
\(\gamma_{p,DG}\) |
Ratio of DG.pge w.r.t to that of static generator |
DG.gammap |
|
En |
\(E_n\) |
Rated energy capacity |
MWh |
ESD1.En |
SOCmax |
\(SOC_{max}\) |
Maximum allowed value for SOC in limiter |
% |
ESD1.SOCmax |
SOCmin |
\(SOC_{min}\) |
Minimum required value for SOC in limiter |
% |
ESD1.SOCmin |
SOCinit |
\(SOC_{init}\) |
Initial SOC |
% |
ESD1.SOCinit |
EtaC |
\(\eta_c\) |
Efficiency during charging |
% |
ESD1.EtaC |
EtaD |
\(\eta_d\) |
Efficiency during discharging |
% |
ESD1.EtaD |
genesd |
\(g_{ESD}\) |
gen of ESD1 |
ESD1.idx |
Config Fields in [RTEDES]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
0.083 |
time interval in hours |
RTEDVIS#
RTED with virtual inertia scheduling.
This class implements real-time economic dispatch with virtual inertia scheduling. Please ensure that the parameters dvm and dvd are set according to the system base.
References#
B. She, F. Li, H. Cui, J. Wang, Q. Zhang and R. Bo, "Virtual Inertia Scheduling (VIS) for Real-Time Economic Dispatch of IBR-Penetrated Power Systems," in IEEE Transactions on Sustainable Energy, vol. 15, no. 2, pp. 938-951, April 2024, doi: 10.1109/TSTE.2023.3319307.
Objective#
Unit |
Expression |
|---|---|
$ |
\(min. T_{cfg}^{2} \sum(c_{2} p_g^{2}) + \sum(u_{g} c_{0})+ T_{cfg} \sum(c_{1} p_g + c_{r,u} p_{r,u} + c_{r,d} p_{r,d})+ T_{cfg} \sum(c_{m} M + c_{d} D)\) |
Expressions#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
plf |
Line flow |
\(B_{f} \theta_{bus} + P_{f}^{inj}\) |
p.u. |
Line |
pmaxe |
Effective pmax |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, max}\) |
p.u. |
StaticGen |
pmine |
Effective pmin |
\(c_{trl,n,e} p_{g, 0} + c_{trl, e} p_{g, min}\) |
p.u. |
StaticGen |
Constraints#
Name |
Description |
Expression |
|---|---|---|
pb |
power balance |
\(B_{bus} \theta_{bus} + P_{bus}^{inj} + C_{l} p_{d} + C_{sh} g_{sh} - C_{g} p_g = 0\) |
sbus |
align slack bus angle |
\(c_{sb} \theta_{bus} = 0\) |
pglb |
pg min |
\(-p_g + p_{g, min, e} \leq 0\) |
pgub |
pg max |
\(p_g - p_{g, max, e} \leq 0\) |
plflb |
line flow lower bound |
\(-p_{lf} - u_{l} R_{ATEA} \leq 0\) |
plfub |
line flow upper bound |
\(p_{lf} - u_{l} R_{ATEA} \leq 0\) |
alflb |
line angle difference lower bound |
\(-C_{ft}^T \theta_{bus} + \theta_{bus, min} \leq 0\) |
alfub |
line angle difference upper bound |
\(C_{ft}^T \theta_{bus} - \theta_{bus, max} \leq 0\) |
rbu |
RegUp reserve balance |
\(S_{g} u_{g} p_{r,u} - d_{u, d} = 0\) |
rbd |
RegDn reserve balance |
\(S_{g} u_{g} p_{r,d} - d_{d, d} = 0\) |
rru |
RegUp reserve source |
\(u_{g} (p_g + p_{r,u}) - u_{g} p_{g, max, e} \leq 0\) |
rrd |
RegDn reserve source |
\(u_{g} (-p_g + p_{r,d}) + u_{g} p_{g, min, e} \leq 0\) |
rgu |
Gen ramping up |
\(u_{g} (p_g-p_{g, 0}-R_{10}) \leq 0\) |
rgd |
Gen ramping down |
\(u_{g} (-p_g+p_{g, 0}-R_{10}) \leq 0\) |
Mub |
M upper bound |
\(M - M_{max} \leq 0\) |
Dub |
D upper bound |
\(D - D_{max} \leq 0\) |
Mreq |
Emulated inertia requirement |
\(-S_{g} M + d_{v,m} = 0\) |
Dreq |
Emulated damping requirement |
\(-S_{g} D + d_{v,d} = 0\) |
Vars#
Name |
Symbol |
Description |
Unit |
Source |
Properties |
|---|---|---|---|---|---|
pg |
\(p_g\) |
Gen active power |
p.u. |
StaticGen.p |
|
vBus |
\(v_{Bus}\) |
Bus voltage magnitude, placeholder |
p.u. |
Bus.v |
|
aBus |
\(\theta_{bus}\) |
Bus voltage angle |
rad |
Bus.a |
|
pru |
\(p_{r,u}\) |
RegUp reserve |
p.u. |
StaticGen |
nonneg |
prd |
\(p_{r,d}\) |
RegDn reserve |
p.u. |
StaticGen |
nonneg |
M |
\(M\) |
Emulated startup time constant (M=2H) |
s |
VSG.M |
nonneg |
D |
\(D\) |
Emulated damping coefficient |
p.u. |
VSG.D |
nonneg |
ExpressionCalcs#
Name |
Description |
Expression |
Unit |
Source |
|---|---|---|---|---|
pi |
LMP, dual of <pb> |
\(\phi[pb]\) |
$/p.u. |
Bus |
Services#
Name |
Symbol |
Description |
Type |
|---|---|---|---|
csb |
\(c_{sb}\) |
select slack bus |
VarSelect |
ctrle |
\(c_{trl, e}\) |
Effective Gen controllability |
NumOpDual |
nctrl |
\(c_{trl,n}\) |
Effective Gen uncontrollability |
NumOp |
nctrle |
\(c_{trl,n,e}\) |
Effective Gen uncontrollability |
NumOpDual |
gs |
\(S_{g}\) |
Sum Gen vars vector in shape of area |
ZonalSum |
ds |
\(S_{d}\) |
Sum pd vector in shape of area |
ZonalSum |
pdz |
\(p_{d,z}\) |
zonal total load |
NumOpDual |
dud |
\(d_{u, d}\) |
zonal RegUp reserve requirement |
NumOpDual |
ddd |
\(d_{d, d}\) |
zonal RegDn reserve requirement |
NumOpDual |
gvsg |
\(S_{g}\) |
Sum VSG vars vector in shape of area |
ZonalSum |
Parameters#
Name |
Symbol |
Description |
Unit |
Source |
|---|---|---|---|---|
ug |
\(u_{g}\) |
Gen connection status |
StaticGen.u |
|
pg0 |
\(p_{g, 0}\) |
Gen initial active power |
p.u. |
StaticGen.p0 |
gsh |
\(g_{sh}\) |
shunt conductance |
Shunt.g |
|
buss |
\(B_{us,s}\) |
Bus slack |
Slack.bus |
|
pd |
\(p_{d}\) |
active demand |
p.u. |
StaticLoad.p0 |
Cg |
\(C_{g}\) |
Gen connection matrix |
MatProcessor.Cg |
|
Cl |
\(C_{l}\) |
Load connection matrix |
MatProcessor.Cl |
|
CftT |
\(C_{ft}^T\) |
Transpose of line connection matrix |
MatProcessor.CftT |
|
Csh |
\(C_{sh}\) |
Shunt connection matrix |
MatProcessor.Csh |
|
Bbus |
\(B_{bus}\) |
Bus admittance matrix |
MatProcessor.Bbus |
|
Bf |
\(B_{f}\) |
Bf matrix |
MatProcessor.Bf |
|
Pbusinj |
\(P_{bus}^{inj}\) |
Bus power injection vector |
MatProcessor.Pbusinj |
|
Pfinj |
\(P_{f}^{inj}\) |
Line power injection vector |
MatProcessor.Pfinj |
|
c2 |
\(c_{2}\) |
Gen cost coefficient 2 |
$/(p.u.^2) |
GCost.c2 |
c1 |
\(c_{1}\) |
Gen cost coefficient 1 |
$/(p.u.) |
GCost.c1 |
c0 |
\(c_{0}\) |
Gen cost coefficient 0 |
$ |
GCost.c0 |
ctrl |
\(c_{trl}\) |
Gen controllability |
StaticGen.ctrl |
|
pmax |
\(p_{g, max}\) |
Gen maximum active power |
p.u. |
StaticGen.pmax |
pmin |
\(p_{g, min}\) |
Gen minimum active power |
p.u. |
StaticGen.pmin |
ul |
\(u_{l}\) |
Line connection status |
Line.u |
|
rate_a |
\(R_{ATEA}\) |
long-term flow limit |
p.u. |
Line.rate_a |
amax |
\(\theta_{bus, max}\) |
max line angle difference |
Line.amax |
|
amin |
\(\theta_{bus, min}\) |
min line angle difference |
Line.amin |
|
zg |
\(z_{one,g}\) |
Gen area |
StaticGen.area |
|
zd |
\(z_{one,d}\) |
Load area |
StaticLoad.area |
|
R10 |
\(R_{10}\) |
10-min ramp rate |
p.u./h |
StaticGen.R10 |
cru |
\(c_{r,u}\) |
RegUp reserve coefficient |
$/(p.u.) |
SFRCost.cru |
crd |
\(c_{r,d}\) |
RegDown reserve coefficient |
$/(p.u.) |
SFRCost.crd |
du |
\(d_{u}\) |
RegUp reserve requirement in percentage |
% |
SFR.du |
dd |
\(d_{d}\) |
RegDown reserve requirement in percentage |
% |
SFR.dd |
cm |
\(c_{m}\) |
Virtual inertia cost |
$/s |
VSGCost.cm |
cd |
\(c_{d}\) |
Virtual damping cost |
$/(p.u.) |
VSGCost.cd |
zvsg |
\(z_{one,vsg}\) |
VSG zone |
VSG.zone |
|
Mmax |
\(M_{max}\) |
Maximum inertia emulation |
s |
VSG.Mmax |
Dmax |
\(D_{max}\) |
Maximum damping emulation |
p.u. |
VSG.Dmax |
dvm |
\(d_{v,m}\) |
Emulated inertia requirement |
s |
VSGR.dvm |
dvd |
\(d_{v,d}\) |
Emulated damping requirement |
p.u. |
VSGR.dvd |
Config Fields in [RTEDVIS]
Option |
Symbol |
Value |
Info |
Accepted values |
|---|---|---|---|---|
t |
\(T_{cfg}\) |
0.083 |
time interval in hours |