AI/ML Hybrid Model Optimization for Naphtha Cracker Heater Performance

IndianOil, through its Panipat Naphtha Cracker facility, is seeking sealed bids for an Open Tender (Tender Reference Number: RPNC261105) for the "Development and Implementation of Rigorous Optimiser for Heater Downstream Section using Hybrid Models (First Principle plus Artificial Intelligence (AI) / Machine Learning (ML))". This critical project, falling under the "Works" tender category and classified as a Lump Sum TurnKey product, aims to enhance the operational efficiency of the Naphtha Cracker Unit. The bid submission window opens on August 31, 2026, at 02:00 PM and closes on September 10, 2026, at 02:30 PM. Potential bidders are advised to download tender documents from August 20, 2026, starting at 05:40 PM, with the download facility closing on September 10, 2026, at 02:30 PM. A pre-bid meeting is scheduled for August 27, 2026, at 11:30 AM, to be conducted online, and the bid opening will take place on September 11, 2026, at 03:00 PM at the Panipat Naphtha Cracker facility. A mandatory Earnest Money Deposit (EMD) of ₹2,47,000 is required, with options for EMD through BG/ST or exemption, and payment is to be made online. The tender involves a two-cover system for Fee/PreQual/Technical and Finance, with detailed requirements outlined in the provided tender documents, including specific criteria for balance sheets, work orders, completion certificates, and technical documentation. The contract is of the "Tender cum Auction" form and is expected to be completed within 420 days. Further details regarding pre-qualification, technical requirements, and bid submission procedures are available in the comprehensive tender documents.