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revise_ACTIVSg200.asv
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revise_ACTIVSg200.asv
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clear; clc; close all;
%% Revise the ACTIVSg200 system for multi-period analysis (dispatch or commitment)
% The following changes have been made:
% 1. assign values to BUS_AREA of mpc.bus
% 2. adding the following missing parameters
% missing MIN-ON time, MIN-OFF time
% missing startup/shutdown cost
% missing ramping parameters: RAMP_AGC, RAMP_10, RAMP_30, RAMP_Q
% range of parameters are from reference [1]
%
% See https://github.com/xb00dx/ACTIVSg200r for more infor about ACTIVSg200r.
%
% References
% [1] T. Xu, A. B. Birchfield, K. M. Gegner, K. S. Shetye, and T. J. Overbye,
% “Application of large-scale synthetic power system models for energy
% economic studies,” in Proceedings of the 50th Hawaii International
% Conference on System Sciences, 2017.
define_constants;
casename = 'case_ACTIVSg200';
% 1 hour for each period, 24 hours
% this is for min-on and min-off, which is in the num of delta_t
delta_t = 1; nt = 24; % 24 hours
% original Settings
mpc = loadcase(casename);
% making changes
mpcm = mpc;
% assign values to BUS_AREA of mpc.bus, otherwise there will be problems
% using apply_profiles(), scale_laod() or creating profiles for MOST (using
% the area-loads in scenarios_ACTIVSg200.m)
mpcm.bus(:, BUS_AREA) = mpc.bus(:, ZONE);
mpcm.gen(:, GEN_STATUS) = 1;
% lowering some line limits to create congestions
mpcm.branch(175,RATE_A) = 150;
mpcm.branch(184,RATE_A) = 300;
mpcm.branch(185,RATE_A) = 300;
mpcm.branch(189,RATE_A) = 200;
mpcm.branch(193,RATE_A) = 200;
mpcm.branch(195,RATE_A) = 250;
mpcm.branch(236,RATE_A) = 150;
% remove wind generators because no wind profiles were provided
wind_ind = strcmp(mpc.genfuel, 'wind');
mpcm.gen(wind_ind,:) = []; mpcm.gencost(wind_ind,:) = [];
mpcm.gentype(wind_ind,:) = []; mpcm.genfuel(wind_ind,:) = [];
% change the generator cost to linear (removing c2 in mpc.gencost)
mpcm.gencost(:,4) = 2;
mpcm.gencost(:,5) = [];
ng = size(mpcm.gen,1); % NOTE: #gen has been changed
%% adding missing parameters of generators
% simple heuristics: large generators are slower to ramp up, more
% expensive to start up and shutdown
min_on = zeros(ng,1); min_off = zeros(ng,1);
% 1. coal generators
coal_ind = find( strcmp(mpcm.genfuel, 'coal') == 1);
for i = 1:length(coal_ind)
ig = coal_ind(i);
if mpcm.gen(ig,PMAX) >= 400
mpcm.gen(ig,RAMP_AGC) = 0.6/100 * mpcm.gen(ig,PMAX); % 0.6% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 250 * mpcm.gen(ig,PMAX); % 250$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 25 * mpcm.gen(ig,PMAX); % 25$/MW per shutdown
min_on(ig,1) = 12; % hour, min on time
min_off(ig,1) = 12; % hour, min off time
elseif mpcm.gen(ig,PMAX) >= 200
mpcm.gen(ig,RAMP_AGC) = 1/100 * mpcm.gen(ig,PMAX); % 1% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 150 * mpcm.gen(ig,PMAX); % 150$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 15 * mpcm.gen(ig,PMAX); % 15$/MW per shutdown
min_on(ig,1) = 6; % hour, min on time
min_off(ig,1) = 6; % hour, min off time
elseif mpcm.gen(ig,PMAX) >= 100
mpcm.gen(ig,RAMP_AGC) = 3/100 * mpcm.gen(ig,PMAX); % 3% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 100 * mpcm.gen(ig,PMAX); % 100$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 10 * mpcm.gen(ig,PMAX); % 10$/MW per shutdown
min_on(ig,1) = 3; % 3 hour, min on time
min_off(ig,1) = 3; % 3 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 50
mpcm.gen(ig,RAMP_AGC) = 6/100 * mpcm.gen(ig,PMAX); % 6% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 50 * mpcm.gen(ig,PMAX); % 50$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 5 * mpcm.gen(ig,PMAX); % 5$/MW per shutdown
min_on(ig,1) = 2; % 2 hour, min on time
min_off(ig,1) = 2; % 2 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 10
mpcm.gen(ig,RAMP_AGC) = 8/100 * mpcm.gen(ig,PMAX); % 8% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 30 * mpcm.gen(ig,PMAX); % 30$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 3 * mpcm.gen(ig,PMAX); % 3$/MW per shutdown
min_on(ig,1) = 1; % 1 hour, min-on time
min_off(ig,1) = 1; % 1 hour, min-off time
elseif mpcm.gen(ig,PMAX) >= 0
mpcm.gen(ig,RAMP_AGC) = 8/100 * mpcm.gen(ig,PMAX); % 8% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 10 * mpcm.gen(ig,PMAX); % 20$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1 * mpcm.gen(ig,PMAX); % 2$/MW per shutdown
min_on(ig,1) = 1; % 1 hour, min-on time
min_off(ig,1) = 1; % 1 hour, min-off time
else
error('something wrong with mpc.gen(ig,PMAX)!');
end
end
% 2. natural gas
ng_ind = find( strcmp(mpcm.genfuel, 'ng') == 1);
for i = 1:length(ng_ind)
ig = ng_ind(i);
if mpcm.gen(ig,PMAX) >= 100
mpcm.gen(ig,RAMP_AGC) = 5/100 * mpcm.gen(ig,PMAX); % 5% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 150 * mpcm.gen(ig,PMAX); % 150$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 15 * mpcm.gen(ig,PMAX); % 15$/MW per shutdown
min_on(ig,1) = 2; % 2 hour, min on time
min_off(ig,1) = 1; % 1 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 50
mpcm.gen(ig,RAMP_AGC) = 10/100 * mpcm.gen(ig,PMAX); % 10% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 100 * mpcm.gen(ig,PMAX); % 100$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 10 * mpcm.gen(ig,PMAX); % 10$/MW per shutdown
min_on(ig,1) = 1; % 1 hour, min on time
min_off(ig,1) = 0.5; % 0.5 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 25
mpcm.gen(ig,RAMP_AGC) = 15/100 * mpcm.gen(ig,PMAX); % 15% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 50 * mpcm.gen(ig,PMAX); % 50$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 5 * mpcm.gen(ig,PMAX); % 5$/MW per shutdown
min_on(ig,1) = 1; % 1 hour, min on time
min_off(ig,1) = 0.25; % 0.25 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 10
mpcm.gen(ig,RAMP_AGC) = 20/100 * mpcm.gen(ig,PMAX); % 20% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 25 * mpcm.gen(ig,PMAX); % 25$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 2 * mpcm.gen(ig,PMAX); % 2$/MW per shutdown
min_on(ig,1) = 0.5; % 0.5 hour, min on time
min_off(ig,1) = 0.25; % 0.25 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 5
mpcm.gen(ig,RAMP_AGC) = 25/100 * mpcm.gen(ig,PMAX); % 25% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 20 * mpcm.gen(ig,PMAX); % 20$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 2 * mpcm.gen(ig,PMAX); % 2$/MW per shutdown
min_on(ig,1) = delta_t; % 0 hour, min on time
min_off(ig,1) = delta_t; % 0 hour, min off time
elseif mpcm.gen(ig,PMAX) >= 0
mpcm.gen(ig,RAMP_AGC) = 30/100 * mpcm.gen(ig,PMAX); % 30% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 20 * mpcm.gen(ig,PMAX); % 20$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 2 * mpcm.gen(ig,PMAX); % 2$/MW per shutdown
min_on(ig,1) = delta_t; % 0h (min possible value), min on time
min_off(ig,1) = delta_t; % 0h hour (min possible value), min off time
else
error('something wrong with mpc.gen(ig,PMAX)!');
end
end
% 3. nuclear
nu_ind = find( strcmp(mpcm.genfuel, 'nuclear') == 1);
for i = 1:length(nu_ind)
ig = nu_ind(i);
if mpcm.gen(ig,PMAX) >= 500
mpcm.gen(ig,RAMP_AGC) = 0.5/100 * mpcm.gen(ig,PMAX); % 0.5% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per shutdown
elseif mpcm.gen(ig,PMAX) >= 250
mpcm.gen(ig,RAMP_AGC) = 1/100 * mpcm.gen(ig,PMAX); % 1% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per shutdown
elseif mpcm.gen(ig,PMAX) >= 0
mpcm.gen(ig,RAMP_AGC) = 5/100 * mpcm.gen(ig,PMAX); % 5% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per shutdown
else
error('something wrong with mpc.gen(ig,PMAX)!');
end
min_on(ig) = nt;
min_off(ig) = nt;
end
% 4. hydro, no hydro in this system
nu_ind = find( strcmp(mpcm.genfuel, 'nuclear') == 1);
for i = 1:length(nu_ind)
ig = nu_ind(i);
if mpcm.gen(ig,PMAX) >= 500
mpcm.gen(ig,RAMP_AGC) = 0.5/100 * mpcm.gen(ig,PMAX); % 0.5% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per shutdown
elseif mpcm.gen(ig,PMAX) >= 250
mpcm.gen(ig,RAMP_AGC) = 1/100 * mpcm.gen(ig,PMAX); % 1% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per shutdown
elseif mpcm.gen(ig,PMAX) >= 0
mpcm.gen(ig,RAMP_AGC) = 5/100 * mpcm.gen(ig,PMAX); % 5% of PMAX(MW) per min
mpcm.gencost(ig,STARTUP) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per startup
mpcm.gencost(ig,SHUTDOWN) = 1000 * mpcm.gen(ig,PMAX); % 1000$/MW per shutdown
else
error('something wrong with mpc.gen(ig,PMAX)!');
end
min_on(ig) = nt;
min_off(ig) = nt;
end
% all ramp rates
mpcm.gen(:,RAMP_10) = mpcm.gen(:,RAMP_AGC)*10; % AGC(MW/min)*10min
mpcm.gen(:,RAMP_30) = mpcm.gen(:,RAMP_AGC)*30; % AGC(MW/min)*30min
%% Save cases
% save mpc to .m
savecase([casename,'r.m'], mpcm);
% save min-on and min-off time
min_on = ceil(min_on / delta_t); min_off = ceil(min_off / delta_t);
save('gendata_ACTIVSg200r.mat','min_on','min_off');