Energy Inequality and Accessibility
Hazard: If the model is used to decide how electricity is distributed or priced, it might prioritize sending electricity to areas where there’s high demand, and leave out areas that have lower demand but more vulnerable populations (such as poorer or less developed neighborhoods).
Solution: There shall be policies to ensure that all communities have fair access to energy.
Environmental Impact
Hazard: The overall aim of the model does not focus on how the electricity is being generated. Non-renewable energy sources, such as fossil fuels or coal, are harmful to the environment.
Solution: Sensitization techniques shall be used to encourage more renewable methods of energy generation, such as the use of solar and wind
Job Displacement
Hazard: Automation can lead to job losses, especially if the model is more efficient.
Solution: Workers, who were originally involved in load management, shall be trained on how to use the model. New roles shall also be created in areas such as model maintenance and management.
Disposal of Model Infrastructure
Hazard: Any outdated equipment would be disposed of and this hardware may contribute to electronic waste and pollution if not properly recycled.
Solution: Sustainable and responsible procedures shall be established. Also, the amount of hardware used shall be limited by implementing cloud-based solutions.