Energy is one important component to produce electricity. The use of energy for electricity generation in Indonesia is currently dominated by fossil fuels. Today, the availability of fossil fuels is decreasing due to the use of energy massively for human needs. In addition, the use of fossil fuels has a negative effect for environment and human health due to particulates inhaled by humans. One solution to overcome the negative effects of fossil fuels is the use of renewable energy due to low emission factors and abundant energy availability. Also, renewable energy can increase the local economy by absorbing labor. For this reason, this research will propose a multi-objective optimization model in the electricity sector based on economic, environmental, health and labor aspects. It is expected that the results of this study will obtain the optimum value of electricity production. From the results, coal and oil are still the main energy source to meet the needs of electricity, hydropower and geothermal can be an alternative for electricity in Indonesia.