Electric Commercial Vehicle
Analytics Centre (ECVAC)
The transition to e-mobility in the commercial sector is not a one-size-fits-all endeavor. India’s unique climate, varied topography, and specific operational demands necessitate a localized approach that transcends global templates.
The Electric Commercial Vehicle Analytic Centre (ECVAC) at CoEZET, IIT Madras, was established to meet this mission-critical necessity, ensuring that the shift toward electric commercial vehicles (ECVs) is grounded in India-centric studies and rigorous data.
By tracking performance under local conditions, the center provides the evidence-based foundation required for an effective and sustainable national transition. At its core, ECVAC serves as the "brain" for India’s e-mobility journey.
Its mission is to track pilot ECV performance and publish consolidated reports on vehicle utilization, energy consumption, battery health metrics, and emission reductions for government stakeholders.
By acting as a centralized hub for intelligence, the center bridges the gap between high-level theoretical research and the practical, data-driven reality of logistics.
Every data point analyzed within the center informs the successful operation of vehicles on Indian roads, moving the industry from operational uncertainty to informed, large-scale execution.
Technical standardization is a critical lever for reducing the Total Cost of Ownership (TCO) and preventing "proprietary lock-in," a condition where fleet operators are tethered to a single manufacturer's charging or swapping hardware. Mandating interoperable standards for Battery Electric Truck (BET) batteries is essential for fostering a competitive, modular market.True interoperability enables a "plug-and-play" ecosystem, allowing a third-party charging market to flourish. By ensuring that different vehicle makes can utilize the same high-capacity infrastructure, the zero emission vehicle policy de-risks investments for charge point operators and accelerates the modularity of truck designs. To institutionalize these norms, CoEZET works closely with ARAI, Pune, to prepare the Automotive Industry Standards (AIS) framework on this topic. Beyond internal compatibility, the vehicle's physical footprint must also be addressed to ensure that zero-emission hardware does not come at the expense of commercial viability.
For fleet operators, the primary barriers to adopting electric commercial vehicles are often "range anxiety" and operational uncertainty. High-fidelity, real-time data is essential tool used to overcome these hurdles, providing the clarity needed to manage a modern, electrified fleet. To ensure this data is both accurate and comprehensive, ECVA uses a sophisticated methodology to ingest data directly from various stakeholders via APIs. This automated pipeline covers a wide range of vehicles, including e-Trucks, e-LCVs, and e-Buses, synthesizing a unified view from different data owners.
Focused on "Must-Have" operational metrics such as Odometer readings, Vehicle Speed, Location (Latitude/Longitude/Altitude), and Battery State of Charge (SoC).
Focused on technical health and infrastructure, including Battery Cell/Pack Temperature, BMS errors, Charging Faults, and Charging Power.
Maintaining the integrity of this data is paramount. ECVA employs a "Security-by-Design" approach to build and maintain trust with professional stakeholders. The center adheres to ISO 27001 standards for information security management and is fully compliant with the Digital Personal Data Protection (DPDP) Act 2023. This secure, scalable, and reliable pipeline ensures that the insights generated are handled with the highest level of professional care and legal integrity.
A critical feature of this interface is the ability to filter data by vehicle category, such as "Bus" vs. "Truck", allowing for specialized analysis of mixed fleets. The dashboard tracks a sophisticated interplay between categories.
Real-time metrics including Power status, Speed, and Location.
High-value insights such as Energy Regenerated, Battery State of Health (SoH), and Average Energy Consumed (tracking at 2 kWh/km).
The true value of ECVAC lies in its ability to transform millions of raw data points into a clear visual narrative for decision-makers. Through a centralized dashboard, the center provides a consolidated view of vehicle performance, allowing fleet managers to see beyond the numbers and understand the nuanced health of their operations.
By analyzing these parameters, ECVAC delivers specific outputs that directly influence fleet efficiency. Users can access detailed reports on Vehicle Performance, Charging Cycles, Battery Capacity Trends and Turnaround Time.
ECVAC Dashboard visualization tracking the trends of State of Charge (SOC) at the start and end of charging cycles over a six-month period.
The ultimate mission of ECVAC is to prove that electric trucking is not just environmentally necessary but also economically viable. By quantifying the impact of the pilot programs, the center provides a clear picture of the environmental and economic return on investment (ROI).
ECVAC tracks "real-world change" through tangible outcomes. For instance, the center monitors milestones such as the 12,08,200 kg of CO2 savings achieved across the pilot fleet. By reporting on diesel litres saved and total emissions mitigated, the center grounds the e-mobility narrative in verifiable reality.
These reports provide indispensable value to the Government of India and other stakeholders by validating the success of e-mobility incentives and infrastructure investments. This data-driven validation is essential for securing future support and proving that sustainable transport is a pathway to long-term profitability. For the Indian logistics sector, these savings represent more than just environmental wins; they are a roadmap for a more efficient and cost-effective future.
Measures reduction in diesel consumption.
Quantifies greenhouse gas emissions avoided.
Tracks fleet growth, deployments, and key operational milestones.
Validates performance through real-world data and third-party verification.
The success of ECVAC is built upon a foundation of deep institutional collaboration. By bringing together the academic rigor of IIT Madras and key partners like RMI, the center creates a unique synergy between research and industry.The Electric Commercial Vehicle Analytic Centre is more than a data repository; it is a vital engine for national progress. By engineering a transparent, data-driven transition, we are not just tracking the pulse of green logistics; we are actively designing a sustainable, zero-emission India.
We invite OEMs and fleet operators to engage actively with the Analytics Centre. Partners stand to gain a significant "Advantage" through:
Receiving specialized guidance from the CoEZET and domain experts on vehicle service and operations across diverse geographical conditions.
Acknowledgement in official reports published by CoEZET for the Government of India.
Contributing to the creation of India-specific ECV technology and solutions through shared data science expertise.