Table 4 Energy intensity M&C by the specified parameters from 2021 to 2030 (10,000 tons of standard coal/100 million yuan, base period was 2011).

From: Management and control decision of energy intensity in logistics industry under the background of dual carbon strategy in China

Year

Exponential model(M1)

\(y_{t} = y_{0} e^{at}\), a = ln(0.865)/4

\(y_{t} = y_{0} \lambda^{t}\),\(\lambda = 0.865^{1/4}\)

Difference model(M2)

\(y_{t} = (1{ - }\phi )^{{\text{t}}} (y_{0} - \mathop y\limits^{ \wedge } ) + \mathop y\limits^{ \wedge }\), \(\mathop y\limits^{ \wedge }\) = 0.73*\(y_{0}\),\(\phi = 1 - 0.5^{1/4}\)

Linear model(M3)

\(y_{t} = y_{0} + bt\)

b = −0.135*\(y_{0}\)/4;

2021

1.795576

1.795576

1.795576

2022

1.731641

1.718442

1.734975

2023

1.669982

1.653580

1.674375

2024

1.610519

1.599038

1.613774

2025

1.553173

1.553173

1.553173

2026

1.497869

1.514606

1.492573

2027

1.444535

1.482175

1.431972

2028

1.393099

1.454904

1.371371

2029

1.343495

1.431972

1.310771

2030

1.295657

1.412688

1.250170

  1. Note: The two exponential models export the same results.