Third-generation solar cells, including dye-sensitized solar cells, bulk-heterojunction solar cells, and perovskite solar cells, are being intensively researched to obtain high efficiencies in converting solar energy into electricity. However, it is also important to note their stability over time and the devices’ thermal or operating temperature range. Today’s widely used polymeric materials are also used at various stages of the preparation of the complete device—it is worth mentioning that in dye-sensitized solar cells, suitable polymers can be used as flexible substrates counter-electrodes, gel electrolytes, and even dyes. In the case of bulk-heterojunction solar cells, they are used primarily as donor materials; however, there are reports in the literature of their use as acceptors. In perovskite devices, they are used as additives to improve the morphology of the perovskite, mainly as hole transport materials and also as additives to electron transport layers. Polymers, thanks to their numerous advantages, such as the possibility of practically any modification of their chemical structure and thus their physical and chemical properties, are increasingly used in devices that convert solar radiation into electrical energy, which is presented in this paper.

<p><em>Kelurahan Kemuning, one of the Social Welfare Section, there is poor community service to receive Regional Health Insurance. During this section of Social Welfare Section in Kelurahan Kemuning, there is no method that can classify the level of poverty so that the beneficiaries on target, so the Kelurahan can't prevent the inaccuracies. Therefore, poverty grouping can assist Kelurahan in making the right decision to prevent the inaccuracies of recipients of Regional Health Insurance. In this research, the application of the k-means method is implemented in an application made with 2 clusters. This study uses as many as 440 data samples. From result of calculation of Davies Bouldin Index obtained value determination of cluster amount with value 2 cluster (0,243), 3 cluster (0,256), 4 cluster (0,275). The value used is 2 clusters because the value is close to 0</em><strong><em>.</em></strong></p><p><em><strong>Keywords</strong></em><em>: </em>:<em> data mining, k-means, poverty, davies bouldin index</em> </p><p><em>Pada Kelurahan Kemuning salah satunya Seksi Kesejahteraan Sosial (KESSOS) terdapat pelayanan masyarakat miskin untuk menerima bantuan Jaminan Kesehatan Daerah (JAMKESDA). Selama ini bagian Seksi KESSOS pada Kelurahan Kemuning belum ada metode yang dapat mengelompokkan tingkat kemiskinan agar penerima bantuan tepat sasaran, sehingga pihak Kelurahan tidak dapat mencegah ketidaktepatsasaran tersebut. Oleh sebab itu, pengelompokan kemisikinan dapat membantu pihak Kelurahan dalam mengambil keputusan yang tepat untuk mencegah ketidaktepatsasaran penerima JAMKESDA. Pada penelitian ini, penerapan metode K-Means diimplementasikan pada aplikasi yang dibuat dengan 2 klaster. Penelitian ini menggunakan sebanyak 440 sampel data. Dari hasil perhitungan Davies Bouldin Index diperoleh nilai penentuan jumlah cluster dengan nilai 2 klaster (0.243), 3 klaster (0.256), 4 klaster (0.275). Nilai yang digunakan adalah 2 klaster karena nilai tersebut mendekati 0.</em></p><em><strong>Kata kunci</strong></em><em>: </em><em>data mining, k-means, kemiskinan, davies bouldin index</em>

Three new azomethines based on triphenylamine with two or three substituents were obtained. Chemical structure and purity were confirmed by 1H NMR, FTIR elemental analysis and mass spectroscopy. The investigations were focused on the relationship between chemical structure and properties important for optoelectronic materials. Thus, the studies of thermal, optical and electrochemical properties were carried out based on differential scanning calorimetry, thermogravimetric analysis, electronic absorption, photoluminescence and cyclic voltammetry measurements. The ongoing consideration of experimental results was complemented by theoretical calculations using the density functional theory method. The donor activity of obtained compounds was tested in bulk-heterojuntion photovoltaic cells with structure ITO/PEDOT:PSS/imine:PCBM/Al and ITO/PEDOT:PSS/imine:P3HT:PCBM/Al). The effect of the presence of the amino-thiophene-3,4-dicarboxylic acid diethyl ester groups and various number of hexyloxyphenyl units on imines properties was demonstrated.