Researchers at the Indian Institute of Technology (IIT), Gandhinagar, have developed a comprehensive framework that can reduce the damage to power transmission systems in coastal areas under cyclone scenarios.
The team used damage-cum-wind speed data of Cyclone Fani in Odisha to develop a fragility model for towers, which helps assess the functionality of the network and the influence of strategic interventions on the same.
According to the team, they found that the most efficient strategy could be to pick a fraction of towers from the highest wind speed zones (according to the Indian standards) that are associated with substations serving a large population. Strengthening towers nearest to the coast may somewhat help reduce the number of towers damaged during a cyclone, but its resultant impact on the affected population may not be as significant.
The study results revealed that a greater number of reinforced towers or a greater level of strengthening in them based on tailor-made and efficient reinforcement prioritisation strategies in a particular region leads to better functionality of power transmission systems.
"This is a first of its kind research work because here we were able to consider a large-scale network, its relationship with the coastline, a suitable context-specific fragility curve for the towers, and realistic cyclone scenarios in a reasonable manner, which led to interesting insights into strengthening strategies for the power transmission network of Odisha. The framework can be useful for cost-effective strengthening of transmission tower networks of other coastal states of India as well, such as West Bengal, Andhra Pradesh, Tamil Nadu, Gujarat, and Maharashtra," said, Manish Kumar, Associate Professor at IIT Gandhinagar.
"The towers can be prioritised differently if a different performance metric is selected. Structural strengthening that would lead to the shift in the fragility curves considered in this study can be based on wind-tunnel tests and/or computational fluid dynamics analyses, which will further optimise the resources. This approach may also be relevant for transmission lines associated with some power plants that may require a shutdown in the event of damage to the lines," he added.
The researchers observed that the loss in functionality of transmission towers depends considerably on the location of the landfall of the cyclone. The damage was greater if the landfall was close to a region with many substations in the vicinity.
"A simulated cyclone trajectory indicated that it could damage towers even up to 300 km apart from each other, which further underscores the need to perform such studies on a holistic scale. The framework developed by the team helps in prioritising the towers that should be strengthened to minimise the overall losses in functionality in a cost-effective manner," he said.
The team considered two broad aspects to identify towers for priority strengthening which were the identification of a geographical region and the basis for prioritisation within that geographical region. Each intervention suggested by the team is unique from each other in terms of selection of a geographical region, the basis for prioritising the towers, the number of towers to strengthen, and the extent of strengthening considered.
"In post-disaster scenarios, decision-makers always face a constraint on 3Ms, i.e. Manpower, Money (budget), and Materials. Hence, there is a need to supplement the bird-eye view with the component level view to identify the right set of components that should be reinforced and strengthened to minimise damage after natural calamities," said Udit Bhatia, Assistant Professor of Civil Engineering at IITGN.
"Changing climate scenarios and upward trend in frequency and magnitudes of cyclones as a consequence of increasing Sea Surface Temperature put our coastal infrastructure at a greater risk. While our understanding of these hazards has increased significantly in recent years, still a lot needs to be done on the adaptation side. Our framework brings us one step closer to possible solutions that stakeholders and infrastructure managers can invest in," added Bhatia.