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Journal : Multica Science and Technology

APPLICATION AND ATTRIBUTE ANALYSIS IN THE MODEL OF CLASSIFYING HEART DISEASE Rosdiana Rosdiana; Vera Novalia; Hafizh Al Kautsar Aidilof; Muhammad Danil; Muhammad Ikhsanul Fikri
Multica Science and Technology Vol 1 No 2 (2021): Multica Science and Technology
Publisher : Universitas Mulia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47002/mst.v1i2.280

Abstract

The heart is the central center in the human circulatory system. A malfunction of the heart that is not functioning is a condition in which the heart cannot carry out its duties properly. Selection of features that can reduce a very large dataset and in a data set that is not suitable can use a reduction model. The classification process is strongly influenced by an attribute. Various types of inappropriate redundancy have a negative effect on classification accuracy. Heart disease data was taken from the UCI Machine Learning Repository dataset. In this study, the researchers used the K-Nearest Neighbor (KNN) algorithm where the K-Nearest Neighbor algorithm can classify the results of heart disease accurately. The results are as follows 1.67358 rank one 1.33949 rank two, 1.27260 rank three, 1.2528 rank four, 1.24193 rank last
LAMP MODIFICATION FROM HPLN TO LED TECHNOLOGY FOR SAVING ELECTRICAL ENERGY IN STREET LIGHTING Rosdiana Rosdiana; Arya Wiyangga Pradana; Muhammad Muhammad; Mutammimul Ula
Multica Science and Technology Vol 3 No 1 (2023): Multica Science and Technology
Publisher : Universitas Mulia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47002/mst.v3i1.423

Abstract

Energy Efficiency is a business that is carried out with the aim of reducing the amount of energy needed, in using an equipment or even an energy-related system. In its development in the field of lighting, LED (Light Emitting Diode) lamps are now starting to be used as lighting lamps for homes, industries and factories. In Indonesia, the use of LED lamps in lighting is still rarely used, because the price of LED lamps is quite expensive when compared to ordinary lamps. With the saving of electric power through the use of LED lights, the problem of operational costs will be easy to overcome. Indeed, the price of this LED lamp is a little expensive, but with the research on the comparison of the use of this LED lamp with HPL-N type lamps, the industry will consider using this LED lamp with a generally accepted application method to reduce energy expenditure. The previous conditions for Jalan Dolok Merawan used HPLN 250 Watt lamps with a handlebar angle of 24,920 ornaments, the resulting light intensity was 2189 Candela, the intensity of the resulting lighting was 97.94 Lux and has now been changed to make it more optimal to use 120 Watt LED type lights, the height of the pole used is 4 meterss with an ornament handlebar angle of 24.920, light intensity of 1242 Candella, lighting intensity of 55.33 lux. The results of this illumination intensity are in accordance with the standard determined by BSN SNI regarding Collector road class 3-7 Lux. The results achieved after the process of modifying HPL-N lamps to LEDs are that they can reduce the use of electrical energy in the lighting system and achieve efficiency for electric power consumption so that they can provide added value to the company in reducing the company's operational costs.
LAMP MODIFICATION FROM HPLN TO LED TECHNOLOGY FOR SAVING ELECTRICAL ENERGY IN STREET LIGHTING Rosdiana Rosdiana; Arya Wiyangga Pradana; Muhammad Muhammad; Mutammimul Ula
Multica Science and Technology (ACCREDITED-SINTA 5) Vol. 3 No. 1 (2023): Multica Science and Technology
Publisher : Universitas Mulia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47002/mst.v3i1.423

Abstract

Energy Efficiency is a business that is carried out with the aim of reducing the amount of energy needed, in using an equipment or even an energy-related system. In its development in the field of lighting, LED (Light Emitting Diode) lamps are now starting to be used as lighting lamps for homes, industries and factories. In Indonesia, the use of LED lamps in lighting is still rarely used, because the price of LED lamps is quite expensive when compared to ordinary lamps. With the saving of electric power through the use of LED lights, the problem of operational costs will be easy to overcome. Indeed, the price of this LED lamp is a little expensive, but with the research on the comparison of the use of this LED lamp with HPL-N type lamps, the industry will consider using this LED lamp with a generally accepted application method to reduce energy expenditure. The previous conditions for Jalan Dolok Merawan used HPLN 250 Watt lamps with a handlebar angle of 24,920 ornaments, the resulting light intensity was 2189 Candela, the intensity of the resulting lighting was 97.94 Lux and has now been changed to make it more optimal to use 120 Watt LED type lights, the height of the pole used is 4 meterss with an ornament handlebar angle of 24.920, light intensity of 1242 Candella, lighting intensity of 55.33 lux. The results of this illumination intensity are in accordance with the standard determined by BSN SNI regarding Collector road class 3-7 Lux. The results achieved after the process of modifying HPL-N lamps to LEDs are that they can reduce the use of electrical energy in the lighting system and achieve efficiency for electric power consumption so that they can provide added value to the company in reducing the company's operational costs.
Co-Authors Abdul Gaffar Agus Purnama Ahmad Sofan Ansor Ana Fatmawati Angraini Andi Alim Syahri Andi Husniati Anifah Anifah Arief Rachmawan Assegaf Arief Syaf Safrianto Arif Rohman Febriansyah Aris Aris Arry Dwi Syahputra Arya Wiyangga Pradana aulia putri kusumawati Awis Hayatinufus Baktiana Ratna Etnis Budiman Budiman Dahlan, Fadli Dahlia Nauly Dhistianti Mei Rahmawantari Diajeng Reztrianti Dorang Luhpuri Edys Panto Simanjuntak Eka Fitria Eka Randiana Elizon Nainggolan elvan alfikri sudarman Emah Khuzaemah Fadli Dahlan Hafiz Dwiputro Hafizh Al Kautsar Aidilof Harry Indra Helfi Gustia Heni Vricya Silalahi Herlina Herlina Hery Widijanto Ibnu Muhsi Imam Wibowo Irmawati.S Irwan, Mahfuzi Ismail Razak Iwan Kurniawan Subagja Jayawarsa, A.A. Ketut Jusman Usman Kevin Josua Kanta Loso Judijanto M. Kausar Maulana Maryani, Maryani Mastari Mastari Mei Nita Bela Sari Hutauruk Mikael Bato Mishelei Loen Mistari Ulfa Muh. Dahlan Muhammad Harri Muhammad Ikhsanul Fikri Muhammad Muhammad Muhammad Ruslan Munawaroh - Mutammimul Ula Natalia Tri Astuti Nelly Marissa Nicky Aulia Nilam Fitriani Nino Nopriandi Saleh Nur Afivarahma Sihani Nur Qamariyah Nurayuda Nurayuda Nurfayanti Sulaiman Nuridin Nuridin Nursyamsiyah Nursyamsiyah Nurul Frijuniarsi Raharjo Raharjo Rahman, Dahlan A Raisuli Ramadhan Ria Yulia Gloria Rina Afrina Rini Dwi Jayanti Rini Hartini Rinda Andayani Rismawati Simbung Rizka Fauziah Rizka Rahayu Ruli Herdiana Ruslang, Ruslang Ryan Hmonangan Sartina Badarudin Sifak Indana Siska Suci Triana Ginting Siska Yuningsih Siti Aflah Safinatunnajah Siti Aisyah SITI FATIMAH Suhar Suhar Supardi U.S. Surti Anggraeni Tatag Herbayu Latukismo Tati Haryati Tati Suprapti Tetti Surianti Toibah Umi Kalsum Ulil Amri Manik Umi Hayati Veny Wilya Vera Novalia Veronika Ita Karina Tarigan Yamin Muhammad Yasaratodo Wau Yuaniko Paramitra Yuliana Likerda Tebai Yulidar Yulidar Yuniarti Ibrahim Yus Rama Denny Yuvita Oktarisa