Table 1 Typical energy storage technologies and their characteristics.

From: A comprehensive survey of the application of swarm intelligent optimization algorithm in photovoltaic energy storage systems

Energy storage technology

Lifetime/year·time−1

Cost/¥·kW h−1

Efficiency/%

Power supply

Peak shaving

Unit commissioning

Power quality

Pumped

30–50

3600–11,000

65–75

√

√

√

 

Compressed air

40

700–2500

71

√

√

√

 

Lead-acid battery

5–15

1100–10,000

75–90

√

√

  

Nickel cadmium battery

 > 3500

1100–10,000

90

√

√

 

√

Sodium sulfur battery

2000

3300

85

√

√

 

√

Lithium ion batteries

3500–5000

1100–10,000

85

√

√

 

√

All vanadium flow battery

15–20

1100–10,000

75–85

√

√

 

√

Zinc bromine flow battery

20

1100–3600

75–85

√

√

 

√

Polysulfide bromine flow battery

 > 15

1 100–10,000

75

√

√

 

√

Hydrogen based energy storage system

 > 20

5 800–9000

42

√

√

√

 

Flywheel energy storage system

 > 20,000

2800–18,000

90

√

  

√

Superconductive energy storage

 > 50,000

High

90

√

  

√

Supercapacitor

 > 10,000

1800–2500

75–85

   

√