The purpose of this project is to create a program for load identification using active and reactive power characteristics with the dataset called REDD. Specifically, the aim is to evaluate the capacity of the applied algorithm with respect to different types of devices. In this semester, many technical articles have been studied and useful know-how has been selected. The power calculation model in MS Excel was verified and the formulas were set to obtain the results. To extract the data appropriately, the REDD dataset was also studied. Finally, the cargo signature database for cargo recognition has been created and this represents 50% of the project work has been completed. In the next semester, an application program of LABVIEW or MATLAB will be created to complete the load identification task, and the recognition performance will be evaluated. SummaryNo. Description Page1. INTRODUCTION 42. LITERATURE REVIEW 53. PROJECT OBJECTIVES 64. PROJECT DETAILS 64.1 PQ Algorithm 64.2 Load Recognition 75. PRELIMINARY RESULTS 95.1 REDD Dataset 95.2 Power Calculation Verification 115.3 Load Signature Extraction Procedure 125.4 Load Signature Results 1 56 . oil prices, the explosion of the carbon credit market and concerns about nuclear power plant safety, it is time to rethink how we manage our energy needs. Although many new renewable energies have b...... halves of paper ...... such as refrigerator, washing machine, smoke detector, etc., that experience has increased interest in searching for relevant technical documents and discovery of real situations. The problems encountered, as seen in Chapter 6, described the difficulties in managing the large REDD dataset and extracting the required data from different data files. Through this challenging work, the skill of manipulating a large data set and formulating appropriate calculations in MS Excel was practiced. 9.3 Conclusion In conclusion, the tasks of this project have been fifty percent completed as explained in chapter 9.1 and the remaining works in the next semester for completing the project objectives as seen in chapter 7 are to create a LABVIEW or MATLAB program for the load identification and evaluate the capacity of the applied algorithm with respect to different types of devices.