Abstract

Energy projects are highly capital-intensive, requiring effective cost control and budget management to mitigate financial risks. Volatile market conditions, regulatory requirements, and operational uncertainties pose significant challenges to financial stability. This study proposes a structured framework for financial risk mitigation in energy project cost control and budget management. The framework integrates risk assessment methodologies, predictive analytics, and financial modeling to enhance decision-making and cost efficiency. The proposed framework leverages key financial management tools, including risk-adjusted budgeting, real-time cost tracking, and contingency planning. It incorporates enterprise resource planning (ERP) systems, such as SAP S/4HANA and SAP FICO, for financial data integration and forecasting. The framework also employs Monte Carlo simulations, scenario analysis, and machine learning algorithms to assess potential financial risks and optimize cost allocation strategies. A mixed-method research approach is utilized, combining case studies of energy projects with quantitative financial data analysis. The study evaluates the impact of financial risk mitigation strategies on cost control effectiveness, budget adherence, and overall project financial performance. Results indicate that adopting an integrated risk-based financial framework significantly improves cost predictability, enhances budget discipline, and minimizes financial overruns. Furthermore, the implementation of AI-driven predictive analytics improves financial forecasting accuracy and strengthens regulatory compliance. This research contributes to the field of financial risk management by providing a structured approach for energy companies to optimize cost control and budgeting. The framework enables organizations to proactively identify financial risks, implement adaptive budget controls, and enhance financial transparency. Future research should explore the scalability of risk mitigation strategies in large-scale renewable energy projects and the role of blockchain in improving financial accountability.