BatPar/PostProcess4Temp.m at main · BatParDeveloperTeam/BatPar · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
cd Results
cd(fileNAME)

% unique SOC appeared in every temp
SOC_DADDY = [];
for gggg = 1 : length(TEMP_DADDY)
    SOC_DADDY = [SOC_DADDY;LUT_DADDY{gggg}(:,1)];
end
SOC_DADDY = sort(unique(SOC_DADDY));

% Create LUTs
LUT__R0 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
LUT__R0(2:end,1) = SOC_DADDY;
LUT__R0(1,2:end) = TEMP_DADDY;

LUT__R1 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
LUT__R1(2:end,1) = SOC_DADDY;
LUT__R1(1,2:end) = TEMP_DADDY;

LUT__C1 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
LUT__C1(2:end,1) = SOC_DADDY;
LUT__C1(1,2:end) = TEMP_DADDY;

LUT__Tau1 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
LUT__Tau1(2:end,1) = SOC_DADDY;
LUT__Tau1(1,2:end) = TEMP_DADDY;

if NRC == 2 || NRC == 3
    LUT__R2 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
    LUT__R2(2:end,1) = SOC_DADDY;
    LUT__R2(1,2:end) = TEMP_DADDY;

    LUT__C2 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
    LUT__C2(2:end,1) = SOC_DADDY;
    LUT__C2(1,2:end) = TEMP_DADDY;

    LUT__Tau2 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
    LUT__Tau2(2:end,1) = SOC_DADDY;
    LUT__Tau2(1,2:end) = TEMP_DADDY;
end

if NRC == 3
    LUT__R3 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
    LUT__R3(2:end,1) = SOC_DADDY;
    LUT__R3(1,2:end) = TEMP_DADDY;

    LUT__C3 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
    LUT__C3(2:end,1) = SOC_DADDY;
    LUT__C3(1,2:end) = TEMP_DADDY;

    LUT__Tau3 = ones(length(SOC_DADDY)+1,length(TEMP_DADDY)+1)*nan;
    LUT__Tau3(2:end,1) = SOC_DADDY;
    LUT__Tau3(1,2:end) = TEMP_DADDY;
end

% Write LUTs
for rrrr = 1 : length(LUT_DADDY)   % number of pre-LUTs
    for ssss = 2 : length(LUT__R0(:,1))   % number of SOCs in post-LUTs
    index_soc = find (LUT_DADDY{rrrr}(:,1) == LUT__R0(ssss,1));
        if ~isempty(index_soc)
            LUT__R0 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,3);
            LUT__R1 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,4);
            LUT__C1 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,7);
            LUT__Tau1 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,10);
            if NRC == 2 || NRC == 3
                LUT__R2 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,5);
                LUT__C2 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,8);
                LUT__Tau2 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,11);
            end
            if NRC == 3
                LUT__R3 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,6);
                LUT__C3 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,9);
                LUT__Tau3 (ssss , rrrr+1) = LUT_DADDY{rrrr}(index_soc,12);
            end
        end
    end
end

% export LUTs
writematrix(LUT__R0,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','R0');
writematrix(LUT__R1,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','R1');
writematrix(LUT__C1,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','C1');
writematrix(LUT__Tau1,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','Tau1');

if NRC == 2 || NRC == 3
writematrix(LUT__R2,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','R2');
writematrix(LUT__C2,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','C2');
writematrix(LUT__Tau2,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','Tau2');
end

if NRC == 3
writematrix(LUT__R3,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','R3');
writematrix(LUT__C3,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','C3');
writematrix(LUT__Tau3,'LookUpTable_All Params @ All temperatures.xlsx','Sheet','Tau3');
end

% plots
[TEMP_mesh , SOC_mesh] = meshgrid(TEMP_DADDY, SOC_DADDY') ; %mesh it
R0_mesh = LUT__R0(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
R1_mesh = LUT__R1(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
C1_mesh = LUT__C1(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
Tau1_mesh = LUT__Tau1(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);

figure; grid on
hahaha = surf(TEMP_mesh, SOC_mesh , R0_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
hahaha.EdgeColor = 'none';
hold on
scatter3(TEMP_mesh, SOC_mesh , R0_mesh, 150, 'k.');
view([-45 30]);
xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('R0 (ohm)');
axis([-inf inf 0 1 -inf inf]);
title ('Parameterised R0 with SOC & Temperature');
savefig('Parameterised R0 @ All Temperatures.fig');

figure; grid on
hahaha = surf(TEMP_mesh, SOC_mesh , R1_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
hahaha.EdgeColor = 'none';
hold on
scatter3(TEMP_mesh, SOC_mesh , R1_mesh, 150, 'k.');
view([-45 30]);
xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('R1 (ohm)');
axis([-inf inf 0 1 -inf inf]);
title ('Parameterised R1 with SOC & Temperature');
savefig('Parameterised R1 @ All Temperatures.fig');

figure; grid on
hahaha = surf(TEMP_mesh, SOC_mesh , C1_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
hahaha.EdgeColor = 'none';
hold on
scatter3(TEMP_mesh, SOC_mesh , C1_mesh, 150, 'k.');
view([-45 30]);
xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('C1 (Farad)');
axis([-inf inf 0 1 -inf inf]);
title ('Parameterised C1 with SOC & Temperature');
savefig('Parameterised C1 @ All Temperatures.fig');

figure; grid on
hahaha = surf(TEMP_mesh, SOC_mesh , Tau1_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
hahaha.EdgeColor = 'none';
hold on
scatter3(TEMP_mesh, SOC_mesh , Tau1_mesh, 150, 'k.');
view([-45 30]);
xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('Tau1');
axis([-inf inf 0 1 -inf inf]);
title ('Parameterised Tau1 with SOC & Temperature');
savefig('Parameterised Tau1 @ All Temperatures.fig');

if NRC == 2 || NRC == 3
    R2_mesh = LUT__R2(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
    C2_mesh = LUT__C2(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
    Tau2_mesh = LUT__Tau2(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);

    figure; grid on
    hahaha = surf(TEMP_mesh, SOC_mesh , R2_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
    hahaha.EdgeColor = 'none';
    hold on
    scatter3(TEMP_mesh, SOC_mesh , R2_mesh, 150, 'k.');
    view([-45 30]);
    xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('R2 (ohm)');
    axis([-inf inf 0 1 -inf inf]);
    title ('Parameterised R2 with SOC & Temperature');
    savefig('Parameterised R2 @ All Temperatures.fig');

    figure; grid on
    hahaha = surf(TEMP_mesh, SOC_mesh , C2_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
    hahaha.EdgeColor = 'none';
    hold on
    scatter3(TEMP_mesh, SOC_mesh , C2_mesh, 150, 'k.');
    view([-45 30]);
    xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('C2 (Farad)');
    axis([-inf inf 0 1 -inf inf]);
    title ('Parameterised C2 with SOC & Temperature');
    savefig('Parameterised C2 @ All Temperatures.fig');

    figure; grid on
    hahaha = surf(TEMP_mesh, SOC_mesh , Tau2_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
    hahaha.EdgeColor = 'none';
    hold on
    scatter3(TEMP_mesh, SOC_mesh , Tau2_mesh, 150, 'k.');
    view([-45 30]);
    xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('Tau2');
    axis([-inf inf 0 1 -inf inf]);
    title ('Parameterised Tau2 with SOC & Temperature');
    savefig('Parameterised Tau2 @ All Temperatures.fig');
end

if NRC == 3
    R3_mesh = LUT__R3(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
    C3_mesh = LUT__C3(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);
    Tau3_mesh = LUT__Tau3(2:length(SOC_DADDY) +1 , 2:length(TEMP_DADDY)+1);

    figure; grid on
    hahaha = surf(TEMP_mesh, SOC_mesh , R3_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
    hahaha.EdgeColor = 'none';
    hold on
    scatter3(TEMP_mesh, SOC_mesh , R3_mesh, 150, 'k.');
    view([-45 30]);
    xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('R3 (ohm)');
    axis([-inf inf 0 1 -inf inf]);
    title ('Parameterised R3 with SOC & Temperature');
    savefig('Parameterised R3 @ All Temperatures.fig');

    figure; grid on
    hahaha = surf(TEMP_mesh, SOC_mesh , C3_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
    hahaha.EdgeColor = 'none';
    hold on
    scatter3(TEMP_mesh, SOC_mesh , C3_mesh, 150, 'k.');
    view([-45 30]);
    xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('C3 (Farad)');
    axis([-inf inf 0 1 -inf inf]);
    title ('Parameterised C3 with SOC & Temperature');
    savefig('Parameterised C3 @ All Temperatures.fig');

    figure; grid on
    hahaha = surf(TEMP_mesh, SOC_mesh , Tau3_mesh,'FaceAlpha',0.95,'FaceColor','interp');        % fitting surface
    hahaha.EdgeColor = 'none';
    hold on
    scatter3(TEMP_mesh, SOC_mesh , Tau3_mesh, 150, 'k.');
    view([-45 30]);
    xlabel('Temperature (degC)'); ylabel('SOC'); zlabel('Tau3');
    axis([-inf inf 0 1 -inf inf]);
    title ('Parameterised Tau3 with SOC & Temperature');
    savefig('Parameterised Tau3 @ All Temperatures.fig');
end