# Electrical Energy Storage from Low-Grade Heat Using Reduced Graphene Oxide–Carbon Nanotube Composite Materials

## TL;DR

This paper explores using a graphene and carbon nanotube composite to convert low-grade heat into storable electrical energy efficiently.

## Contribution

The study introduces a novel RGO-CNT composite that enhances thermoelectric performance through optimized microporous structure and CNT content.

## Key findings

- The RGO-CNT composite shows a linear voltage response to temperature differences.
- CNT incorporation significantly improves the thermoelectric coefficient and reduces internal resistance.
- The composite achieves a maximum thermoelectric coefficient of 4.17 mV/°C with 0.1 M KCl.

## Abstract

The conversion of low-grade heat into storable electrical energy using nanoporous carbon materials represents an efficient energy harvesting strategy. In this study, a reduced graphene oxide (RGO) and carbon nanotube (CNT) composite with a rich microporous structure was synthesized. A symmetrical thermoelectric cell was constructed to harvest thermal energy. The application of a temperature difference (ΔT) generated a stable equilibrium voltage (Us), which scaled linearly with ΔT. The resulting thermoelectric coefficient (Us/ΔT) increased markedly with the carbon nanotube (CNT) content, underscoring the effectiveness of CNT incorporation for improving thermoelectric properties. It also shows a non-monotonic dependence on KCl concentration, first increasing and then decreasing, with a maximum value of 4.17 mV/°C achieved in 0.1 M KCl using the RGO-5%CNTs electrode. When connected to an external load, the discharge voltage and current decay rapidly before stabilizing within seconds. Circuit analysis reveals that the incorporation of CNTs reduces internal resistance and increases the equivalent capacitance. Although instantaneous discharge power declines quickly, the addition of CNTs elevates its initial value and slows the decay rate. Both the average output power and thermoelectric conversion efficiency improve with increasing ΔT and are further enhanced at higher CNT content. Overall, the RGO-CNT composite demonstrates significantly superior thermoelectric performance compared to pure RGO.