From 60b2b2b3dfadfecdfda622de9598d5ad55144a36 Mon Sep 17 00:00:00 2001 From: "Radu C. Martin" Date: Thu, 11 Mar 2021 13:22:40 +0100 Subject: [PATCH] Updated simulink model with real experimental data --- Simulink/main.m | 57 +++++++++++++++++++++++++++++++--- Simulink/polydome_model_1.slx | Bin 48643 -> 52540 bytes 2 files changed, 53 insertions(+), 4 deletions(-) diff --git a/Simulink/main.m b/Simulink/main.m index d69ffad..c9ab292 100644 --- a/Simulink/main.m +++ b/Simulink/main.m @@ -3,11 +3,26 @@ close all clc %%%%%%%%%%%%%%%%%%%%%%% +%% Load the experimental data +Exp1 = load("../Data/Luca_experimental_data/Exp1.mat"); +py_Exp1 = load("../Data/Exp1_WDB.mat"); + +tin = py_Exp1.Exp1_WDB(:,1); + +% The power trick: when the setpoint is larger than the actual temperature +% the HVAC system is heating the room, otherwise it is cooling the room +Setpoint = Exp1.Exp1.Setpoint.values; +InsideTemp = mean([Exp1.Exp1.InsideTemp.values, Exp1.Exp1.LakeTemp.values], 2); +OutsideTemp = Exp1.Exp1.OutsideTemp.values; +HVAC_COP = 4.5; +Heating_coeff = sign(Setpoint - InsideTemp); +Heating_coeff(Heating_coeff == -1) = -1 * HVAC_COP; + %% Set the model parameters % Large side windows -window_size = [2.5 25]; +window_size = [2 25]; window_roof_size = [5 5]; surface_part = 0.1; U = 1.8; % heat transfer coefficient [W/m2K] @@ -37,8 +52,42 @@ layer_density = [540 40 2240]; %% Set the run parameters -air_exchange_rate = 2.0; -power = 0; +air_exchange_rate = tin; +air_exchange_rate(:,2) = 2.0; +t0 = 24; + +power = [tin Heating_coeff .* (Exp1.Exp1.Power.values - 1.67 * 1000)]; Te = 60*60*24*365; -sim("polydome_model_1") + +%% Run the simulation +% Note: The simlulink model loads the data separately, includes the +% calculated solar position and radiations from pvlib +simout = sim("polydome_model_1"); + +%% Compare the simulation results with the measured values +SimulatedTemp = simout.SimulatedTemp.Data; + +figure; hold on; grid minor; +plot(tin, InsideTemp); +plot(tin, OutsideTemp); +plot(simout.tout, SimulatedTemp, 'LineWidth', 2); +plot(tin, Setpoint); +legend('InsideTemp', 'OutsideTemp', 'SimulatedTemp', 'Setpoint'); +hold off; + +% calculation notes for furniture wall parameters + +% surface: +% 1/4 * 1.8 [m2/m2 of floor space] * 625 m2 surface = 140 m2 +% 140 m2 = [7 20] m [height width] + +% mass: +% 1/4 * 40 [kg/m2 of floor space] * 625 m2 surface = 6250 kg + +% volume: +% 6250[kg]/600[kg/m3] = 10.41 [m3] + +% thickness: +%10.41[m3]/140[m2] = 0.075m = 7.5cm + diff --git a/Simulink/polydome_model_1.slx b/Simulink/polydome_model_1.slx index 63a3e26cb48a93228190ecafceb79d89097b604b..b1153a65d74ae013b36547ea4b6dfdaea20ee0c1 100644 GIT binary patch delta 36723 zcmZ6xLzpH^(=^()ZQGukVOc2SWL8Ck(!AU#>2 z@QN~^U}!)>4W)n*=$2wpws|8g@SUPQ>Qg+Aa zQ^`7ZWNts!(z*bZ7crTEX3oAb6ugsVrETo6=i`XDv>ds#=UvraU<)jogo2z=GLkn9 z+E5#t4o&7HN^3~*&FI6t%#=NK*{U+DB8m$)et|*4>hiUp%0k7R3akPn{$-&`IUUK_ z!l`@e6nvfXnSgQ6ecTd}`$R7V0)jOe)tN(V=p(Y2$t zot4~^A+Am|);m*xYjvQ02UwB!zIoR$g~?;&PYJfe;zU>fqorI?T=GNZ8RFllQyfp>BdpEM;1~_6Z&= ziM*DHX=KIPGK9EWa=7~x=$UuRJ=1+vc;$NS6qv?$u&t0&a7l&$16jPfwB!eW2?Rt( zfxHdpYn*`MwzkKWGD3;kzd0mA%gww63eK=~WnBX1K^`4lgl-8}cZnamrDzZ;D?Jgp zwP3hee8{85{^~%eZW@&DvZ3pode#YScnVzRJtqR#YLoU%bQMG?Hk0=roH>eGw=-nu z+s6i2w6olg;%3zFb9@Pt8AET-Rtp6P15dV3dQm3%vM;yy>itkCBBsV6&=qNdyWRbG zSbPB9-plL;0@>^LzB~m69~^N<41@yUa=P0*&i(gDU2o`Dm*!eT4k8cyhM$|eJ=22Q|2ZxGTgOvd& zCQryP`DxoR zuChlibyGDOTSJY}6S?Hh9+kkv(r^H|{Zq7J2dpF-jscPktSxJuC*=>IZpr zdsC;|X4LS4Z>XlWI~XDTv}AHC_%(MdnpJMdQLpefa|63RuGiz+^-x(^%`9Mc)*MZC zaP1=e_xO!-tUKLttNR4pDiOuDeF1w+89Xf+_FT_pi19g*gTBk2qf_QlXl=p`DvNi% zGn1oua-kvMD4?%%-a==W{7J!yy*jt|IH`<=GCI*87+BdzGy2VQ2z}IcKS*j$b|u-n zuI_cV-4GF6IWb}xDrxvj?^Z7FxbBSG=6 zDsV(&p9)0M9MpZ4mXoe;2yh0HOdvuz+0xe0JTU2KXj9W{>!d>zAIplQ;Y0bS1H#?Fe^QsYVp2A-$Vu zy=rUhHBQn>F8KkSTqBUyl2||dHFO= z;2uU^D7)v`4FEnZ?2&Njv0^2-E~y%-a6cbz;i(W!EUv*{xtm78q%^2aTrcoR-g@N! z?k~>^<`R3Ag#TKej|_J_tc;G&^~7QKW!l*o`Q%J_ig{F5rvu6*K*s`8tK$U1qH6j% z?L7B7F$Fj{UaTaazwYB(YOYZNEjP~RD!Z7>g!~)0V`eW&ptV$c2V9YUV3?Gi`vh@m z!LP~mVtl;39tcd5ij-(&<_t;7QCzbX#Kp@LSN%?T+_n!e+aT3zfQ9g8ta5j4x6jf> z)r-Qz7jwAZ1OUY*O7~f0Q9u-o7E&|av2lJ1yxoCYT(Dq5^`@vci_0cYfBp`w*tfgE zjOtH$PLk>etgim;Y71j<+{L1I%3$;3Z{W_U-fy34X=+08<}AW@pxA>2I{Ny;OYCp$ zoMa?P@^nJ(gC}3rRkSt_I#7qNGa)tG<6kKCdt1QG+yoH!F0Z9WqrviOvO^&t5MW`Q z@809)=EUTVrea`9VDGKKA*jpB%QG<0x>V%XH3ogYzXO|EYMDqtgbx#&MPVWen7uYg zs2S|?*2O${m${dGn(vNn)pMY^@DzII!_x92e`4XY- zXgY|E^-&vak_nrN9eeobLzPUAl~x;Djsd)C(FL0f`_j83HnIbZX*RJvamP45p4Ban zofT{^2UIzV2~GrVBY`B)y#>!57teh#R*1kT5rJGKchGWgYQCQs`Sl2RV!IYvXZL>K z1$YsfW8U@PE30iBp^izsk|RCNO1QopC~9hh6SWo4C3KM)OEw}!^9oC$x4K~yk^pOy ziWTinv2KsP5|h)6-1G~kj%8`t+*G~36opR$LTHy{Q6@M#48E|Rm_^iC;b(MRJeWtY z`n}z-Fkay)30h zd4;A5yR0>%I4&RQ?yR&!hQq`DNCKR02tAeWKMK`js@sMysugF-A=TB@1A$6(x3`~; 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