Efficient energy consumption is an important factor in industrial engineering, as it reduces operational costs, which improves profitability, minimizes adverse environmental effects, conserves valuable resources, provides operational efficiency, improves financial performance, and enhances resilience and reliability with less energy supply issues. In this module, we will analyze an energy consumption data set by applying Quantum Circuit Learning model (QCL) to estimate the efficiency of energy consumption.
Learning objectives: after completing this module, students will be able to
(i) describe the energy consumption
(ii) explain the importance of efficient energy consumption
(iii) apply the knowledge learned in this module to analyze and estimate energy efficiency using various quantum machine learning models