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1] Incorporate study cases into the Linear Program (LP) and utilize it as a basis for business case definition.2] Update shift vectors in the LP with data from test runs and changes in operating modes.3] Perform back casting to identify the impact of any variance in the level of operations on the profitability of the complex and assess profitable business opportunities using the LP.
Would probably need to know what job title you're applying for. Sounds like a business analyst role, project management rather than scientific.