Table 7 A sample of predicted and targeted values for the first scenario.

From: Multistage prediction approach of EVs charging performance in smart transportation systems by deep learning technique

Distance

Road Type

Weather

Initial SoC

Required SoC

Actual

Predicted

Error

Actual

Predicted

Error

58

Combined

Not Mild

61.714

61.714

0.0000398

78.625

78.625

−0.00027

140

City

Mild

58.333

58.333

0.00012

80.000

80.000

0.000119

162

Combined

Not Mild

46.857

46.857

0.000233

85.125

85.125

−0.00039

222

City

Mild

51.500

51.500

−0.00016

82.929

82.929

0.000053

248

Highway

Mild

39.000

39.000

−0.00030

88.053

88.053

−0.00032

266

City

Mild

47.833

47.833

−0.00015

84.500

84.500

−0.00014

291

Highway

Not Mild

21.500

21.499

0.001477

95.786

95.786

−0.00034

304

City

Mild

44.667

44.666

0.000231

85.857

85.857

−0.00014

312

Highway

Not Mild

18.000

17.997

0.003237

97.286

97.287

−0.00106

331

Combined

Not Mild

22.714

22.714

0.00013

95.688

95.688

−0.00027