Table 1 Classification of recent research studies.

From: Two-layer energy scheduling of electrical and thermal smart grids with energy hubs including renewable and storage units considering energy markets

Ref

Energy management model

Market model

Investigate of operation of (·) in EH

Solver

Uncertainty model

CHP-based BU

CAES

HS

6

One-layer

 × 

 × 

 × 

 × 

MA

Robust optimization

7

One-layer

 × 

 × 

 × 

LAM

SBSO

8

One-layer

 × 

 × 

 × 

MA

UT method

9

One-layer

DA flexibility

 × 

 × 

LAM

10

One-layer

DA energy

 × 

 × 

 × 

LAM

11

Two-layer

DA and RT energy

 × 

 × 

 × 

LAM

Robust optimization

12

One-layer

 × 

 × 

 × 

 × 

MA

SBSO

13

One-layer

 × 

 × 

 × 

 × 

GA

SBSO

14

One-layer

 × 

 × 

 × 

 × 

MA

SBSO

15

One-layer

 × 

 × 

 × 

 × 

MA

SBSO

16

One-layer

 × 

 × 

 × 

 × 

MA

Robust optimization

17

One-layer

 × 

 × 

 × 

MA

SBSO

18

One-layer

 × 

 × 

 × 

 × 

MA

SBSO

Current paper

Two-layer

DA and RT energy

HEA

UT method

  1. HEA hybrid evolutionary algorithm, HS hydrogen storage, LAM linear approximation model, MA mathematical approach, SBSO scenario-based stochastic optimization.