An apparatus comprising at least one processor and at least one non-transitory memory comprising program code stored thereon, wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to at least:
- receive from one or more sensors associated with one or more measuring devices of a plant, data indicative of emissions associated with the plant;
- identify based on the received data, a first emissions data and a second emissions data, wherein the first emissions data is associated with first emissions data acquisition level of a plurality of emissions data acquisition levels and the second emissions data is associated with a second emissions data acquisition level of the plurality of emissions data acquisition levels, wherein the identification of the first emissions data and the second emissions data comprises parsing the received data to identify emissions data associated with the second emissions data acquisition level for a time period as the second emissions data, and identifying the first emissions data from the emissions data based on a timestamp associated with the second emissions data;
- determine by a reconciliation model, based on the first emissions data and the second emissions data, one or more adjustment values for one or more portions of the first emissions data or one or more portions of the second emissions data, wherein the one or more adjustment values are determined based on a historical operational data;
- apply the one or more adjustment values to the one or more portions of the first emissions data or the one or more portions of the second emissions data to generate optimized emissions quantification;
- generate, based on the one or more adjustment values, the optimized emissions quantification, wherein the optimized emissions quantification reflects reconciled emissions data with respect to the first emissions data and the second emissions data;
- transmit based on the optimized emissions quantification, one or more commands to at least one computing device associated with the plant;
- and
- initiate performance of one or more prediction-based actions by executing the one or more commands by the least one computing device, wherein the execution of the one or more commands controls one or more operations of the plant.