Table 7 M&C on high carbon oil energy intensity by objective reduction in Guizhou 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(0.73)/9

\(y_{t} = y_{0} \lambda^{t}\),\(\lambda = 0.73^{1/9}\)

Difference model(M2)

\(y_{t} = (1{ - }\phi )^{{\text{t}}} (y_{0} - \mathop y\limits^{ \wedge } ) + \mathop y\limits^{ \wedge }\), \(\mathop y\limits^{ \wedge }\) = 0.7*\(y_{0}\),\(\phi = 1 - 0.1^{1/9}\)

Linear model(M3)

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

b = −0.27*\(y_{0}\)/9;

Period overall objective

2021

2.631334

2.631334

2.631334

reduce 27%

2022

2.540912

2.453138

2.552394

2023

2.453597

2.315167

2.473454

2024

2.369283

2.208341

2.394514

2025

2.287866

2.125630

2.315574

2026

2.209247

2.061589

2.236634

2027

2.133329

2.012005

2.157694

2028

2.060020

1.973614

2.078754

2029

1.989231

1.943889

1.999814

2030

1.920874

1.920874

1.920874

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