• Publications

    Papers

    2023

    • Das, J. N., Tiwari, M. K., Sinha, A. K., & Khanzode, V. Integrated warehouse assignment and carton configuration optimization using deep clustering-based evolutionary algorithms. Expert Systems with Applications, 212, 118680.
    • Keshari, A., & Tiwari, M. K. Manufacturer’s Decisions for Sharing Products: Challenges, Opportunities and Optimal Strategic Plan. Advances in Digital Manufacturing Systems, 135-152.

    2022

    • Das, J. N., Mandal, J., Date, H., & Tiwari, M. K. Joint optimization of bunker fuel and vessel speed considering delay and carbon emission. IFAC-PapersOnLine, 55(10), 31-36.
    • Kumar, R., Ganapathy, L., Gokhale, R., & Tiwari, M. K. Scaling up the Digitalization of the Public Distribution System: A COVID-19 Pandemic Impetus IFAC-PapersOnLine, 55(10), 55-60.
    • Juned, M., Sangle, P., Gudheniya, N., Haldankar, P. V., & Tiwari, M. K. Designing the drone based end-to-end local supply chain distribution network. IFAC-PapersOnLine, 55(10), 743-748.
    • Balamwar, A., De, T. S., Das, D., & Tiwari, M. K. Prediction of Turn Around Time using Neural Networks-A Case Study of Shipping Ports. IFAC-PapersOnLine, 55(10), 389-394.
    • Yadav, P., Bhosale, R., Sahoo, R., Khanzode, V., & Tiwari, M. K. Advances in Air Cargo Financing Using a Consortium Blockchain. IFAC-PapersOnLine, 55(10), 737-742.
    • Wani, D., Singh, R., Khanapuri, V. B., & Tiwari, M. K. Delay Prediction to Mitigate E-commerce Supplier Disruptions using Voting Mechanism. IFAC-PapersOnLine, 55(10), 731-736.
    • Balamwar, A., Mitra, R., Tiwari, M. K., & Verma, P. Prediction and Analysis of Seasonal Dynamic Metal Consumption using Aggregated LightGBM-A Case Study. IFAC-PapersOnLine, 55(10), 725-730.
    • Sharma, A., Keshari, A., Swadhin, S., Gokhale, R. S., & Tiwari, M. K. AI-Powered Cyberinfrastructure Platform for Modular Electric Vehicle Product Design: Conceptual framework and architecture. IFAC-PapersOnLine, 55(10), 400-405.
    • Saha, P., Gudheniya, N., Mitra, R., Das, D., Narayana, S., & Tiwari, M. K. Demand Forecasting of a Multinational Retail Company using Deep Learning Frameworks. IFAC-PapersOnLine, 55(10), 395-399.

    2021

    • Singh, S., Kumar, R., Panchal, R., & Tiwari, M. K. Impact of COVID-19 on logistics systems and disruptions in food supply chain. International Journal of Production Research, 59(7), 1993-2008.
    • Duhita Wani, Ritik Singh, Narasimha Kamath and Manoj Kumar Tiwari. “Multi-Horizon Food Demand Forecasting Using Temporal Fusion Transformer”. Submitted in IEEE Transactions on Intelligent Transportation.

    Conferences

    2022

    • Mitra, R., Shukla, M., Goswami, A., & Tiwari, M. K. (September). Digitization of Real-Time Predictive Maintenance for High-Speed Machine Equipment. In IFIP International Conference on Advances in Production Management Systems (pp. 132-140). Springer, Cham.
    • Mandal, J., Goswami, A., Mishra, N., & Tiwari, M. K. (September). Liner Ship Freight Revenue and Fleet Deployment for Single Service. In IFIP International Conference on Advances in Production Management Systems (pp. 123-131). Springer, Cham.
    • Divya Ramachandran, Anupam Keshari and Manoj Kumar Tiwari. “Contract Price Negotiation Using an AI-based Chatbot” In International Conference on Data Analytics in Public Procurement and Supply Chain 2022.
    • Puja Sarkar, Rony Mitra, Vivekanand B Khanapuri and Manoj K Tiwari. “Efficient Supplier Selection in e-Procurement using Graph Based Model” In International Conference on Data Analytics in Public Procurement and Supply Chain 2022.
    • Rony Mitra, Rahul Singh Rawat, Naman Goel, Abhiram Ramesh, Gagan Khandelwal, Shashank Chavan, Mayuri Deb and Manoj Kumar Tiwari. “Application of Advanced Deep Learning Algorithms for Sales Forecasting of a Multinational Logistics Corporation” In 29th IEEE International Conference on High-Performance Computing, Data, & Analytics.
    • Prajwal Yadav, Ratnesh Bhosale, Duhita Wani, Sushmita Narayana, Manoj Kumar Tiwari. “Optimization in Assembly Line Feeding Mode Problem using Machine Learning Algorithms” In POMS 32nd Annual Conference 2022.
    • Ratnesh Bhosale, Ritik Singh, Prajwal Yadav, Priyanka Verma, Manoj Kumar Tiwari. “Flight Delay Prediction and Analysis using Big Data and Machine Learning Algorithms” In POMS 32nd Annual Conference 2022.
    • Ritik Singh, Duhita Wani, Ratnesh Bhosale, Vivek Khanzode, Manoj Kumar Tiwari. “Retailer Sales Forecasting using LightGBM Algorithm” In POMS 32nd Annual Conference 2022.
    • Duhita Wani, Ritik Singh, Prajwal Yadav, Debabrata Das, Manoj Kumar Tiwari. “Cross-platform Item Recommendation for Online Social E-Commerce using Graph Neural Network.” In POMS 32nd Annual Conference 2022.
    • Jasashwi Mandal, Manoj Kumar Tiwari, Adrijit Goswami. “Designing a sustainable liner shipping service using evolutionary algorithms” In POMS 32nd Annual Conference 2022.
    • Rosalin Sahoo, Bhaskar Bhowmick, Manoj Kumar Tiwari. “A reinforcement learning based air cargo booking control problem for profit maximization” In POMS 32nd Annual Conference 2022.
    • Rony Mitra, Manoj Kumar Tiwari, Adrijit Goswami. “Analyzing the influences of the financial parameter of MSME using Blockchain-Driven Supply Chain Financing Model” In POMS 32nd Annual Conference 2022.
    • Ramesh Kumar, Prof. L Ganapathy, Prof. Ravindra Gokhale, Prof. Manoj Kumar Tiwari. “Distribution of COVID-19 Vaccines: A Case Study of Maharashtra, India” In POMS 32nd Annual Conference 2022.

    2021

    • Sahoo, R., Bhowmick, B., & Tiwari, M. K. (September). Smart Integration of Blockchain in Air Cargo Handling for Profit Maximization. In IFIP International Conference on Advances in Production Management Systems (pp. 107-114). Springer, Cham.
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