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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS) Jurnal Ilmu Pertanian BERKALA FISIKA Jurnal Ilmiah Teknologi dan Rekayasa JURNAL AIR INDONESIA JURNAL TEKNOLOGI LINGKUNGAN Lex Jurnalica (Ilmu Hukum) Gadjah Mada International Journal of Business Jurnal Ilmu-Ilmu Peternakan (Indonesian Journal of Animal Science) Pelita Perkebunan Majalah Kulit, Karet, dan Plastik Jurnal Agroindustri Jurnal Media Hukum Jurnal Hukum Novelty Al-Ahwal: Jurnal Hukum Keluarga Islam ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Jurnal Taman Vokasi BENTANG : Jurnal Teoritis dan Terapan Bidang Rekayasa Sipil Jurnal Analisis Bisnis Ekonomi JMM (Jurnal Masyarakat Mandiri) Jurnal Agrotek UMMat SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Jurnal Agrotek Tropika AGROSAINSTEK: Jurnal Ilmu dan Teknologi Pertanian Jurnal Ilmiah Ilmu Keperawatan Indonesia (Indonesian Nursing Scientific Journal) Agritrop : Jurnal Ilmu-Ilmu Pertanian (Journal of Agricultural Science) Jurnal Riset Agribisnis dan Peternakan Jambura Law Review Jurnal Rekayasa Lingkungan jurnal Ilmu Pertanian (Agricultural Science) Eksis: Jurnal Riset Ekonomi dan Bisnis ADLIYA: Jurnal Hukum dan Kemanusiaan Gema Wiralodra INTEGRITAS : Jurnal Pengabdian Community Engagement and Emergence Journal (CEEJ) Jurnal Ilmiah Agribios Journal of Environmental Science Sustainable International Journal on Food, Agriculture and Natural Resources (IJFANRES) Journal of Community Development Journal La Lifesci Prosiding Seminar Nasional Sains Teknologi dan Inovasi Indonesia (Senastindo) Proceedings Series on Physical & Formal Sciences MLJ Merdeka Law Journal Agroindustrial Journal Journal of Applied Agricultural Science and Technology Jurnal Akuntansi dan Keuangan Indonesia Mafaza : Jurnal Pengabdian Masyarakat Journal of Law, Poliitic and Humanities Technologica Jurnal Indonesia Sosial Sains Electrician : Jurnal Rekayasa dan Teknologi Elektro Journal of Business Management and Economic Development Jurnal Riset Multidisiplin dan Inovasi Teknologi Jurnal Pengabdian Kepada Masyarakat Darma Saskara SEIKAT: Jurnal Ilmu Sosial, Politik dan Hukum Vokasi UNESA Bulletin of Engineering, Technology and Applied Science Jurnal Analisis Bisnis Ekonomi
Setiyono Setiyono
University of Merdeka Malang
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

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PROBLEMATIKA PENETAPAN SAKSI PELAKU YANG BEKERJASAMA PADA PERKARA KORUPSI DITINJAU DARI SISTEM PERADILAN PIDANA TERPADU Setiyono, Setiyono; Supartono, Sugeng; Keumala, Dinda; Bakri, Khairani
Lex Jurnalica Vol 21, No 1 (2024): LEX JURNALICA
Publisher : Lex Jurnalica

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47007/lj.v21i1.7714

Abstract

AbstractOne of the problems that arise in the law enforcement process in the field of eradicating criminal acts of corruption is the problem related to determining the status of a suspect or defendant as a witness to a cooperating perpetrator. These problems stem from unequal understanding or lack of policy unification in determining the status of perpetrators as perpetrator witnesses who cooperate with law enforcers. The formulation of the problem in this paper is how the problems arise in the regulation of the policy for determining cooperating witnesses in cases of criminal acts of corruption and how to reconstruct the policy for determining cooperating witnesses in cases of criminal acts of corruption which is based on the principles of mutual coordination, aspects of legal certainty and aspects of usefulness in an integrated criminal justice system. The type of research used is normative, using an approach to laws and other regulations. In practice, there are various kinds of regulations that regulate policies for determining perpetrator witnesses who cooperate in corruption cases. Therefore, with the emergence of the problem of the diversity of regulations regarding the determination of cooperating witnesses, an integrated policy reconstruction is needed in the form of the formation of new legal norms in the form of a law which becomes an integrative guideline.  Keywords : Justice Collaborator, Corruption Case, Integrated Criminal Justice System. AbstrakSalah satu dari problematika yang muncul dalam proses penegakan hukum di bidang pemberantasan tindak pidana korupsi adalah problematika yang terkait dengan penetapan status tersangka atau terdakwa sebagai saksi pelaku yang bekerjasama. Problematika tersebut bersumber dari adanya ketidaksamaan pemahaman atau tidak adaya unifikasi kebijakan dalam menetapkan status pelaku sebagai saksi pelaku yang bekerjasama oleh para penegak hukum. Rumusan permasalahan dalam tulisan ini adalah bagaimana problematika yang muncul dalam pengaturan tentang kebijakan penetapan saksi pelaku yang bekerjasama dalam perkara tindak pidana korupsi dan bagaimana rekonstruksi terhadap kebijakan penetapan Saksi Pelaku Yang Bekerjasama dalam perkara tindak pidana korupsi yang didasarkan pada asas saling koordinasi, aspek kepastian hukum dan aspek kemanfaatan dalam sebuah sistem peradilan pidana terpadu. Tipe penelitian yang digunakan adalah normatif, dengan menggunakan pendekatan Undang-Undang dan regulasi lainnya. Pada prakteknya terdapat berbagai macam regulasi yang mengatur tentang tentang kebijakan penetapan saksi pelaku yang bekerjasama dalam perkara tindak pidana korupsi. Oleh karena itu, dengan munculnya problematika keanekaragaman pengaturan tentang penetapan saksi pelaku yang bekerjasama tersebut maka diperlukan sebuah rekonstruksi kebijakan yang terintegrasi berupa pembentukan norma hukum baru dalam bentuk Undang-Undang yang menjadi pedoman yang bersifat integratif   Kata kunci: Saksi Pelaku Yang Bekerjasama, Tindak Pidana Korupsi, Sistem Peradilan Pidana Terpadu.
PENGUJIAN BUKTI PERMULAAN YANG CUKUP DALAM PENETAPAN TERSANGKA MELALUI LEMBAGA PRAPERADILAN Setiyono, Setiyono
Lex Jurnalica Vol 21, No 2 (2024): LEX JURNALICA
Publisher : Lex Jurnalica

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47007/lj.v21i2.8020

Abstract

AbstractThe determination of suspect status against a person suspected of committing a criminal act must of course be based on the condition in the form of preliminary evidence that is the basis for the issuance of a Decree on the Determination of Suspect. If we re-read the Criminal Procedure Code (KUHAP) carefully and thoroughly, in relation to the phrase preliminary evidence, there are three types or categories of nomenclature used in KUHAP, namely the phrase initial evidence, the phrase sufficient evidence or sufficient evidence, and the phrase sufficient preliminary evidence. Regarding the determination of a suspect, sufficient preliminary evidence is used as one of the benchmark variables by the investigator as the basis for exercising discretion to declared a person as a suspect. In its development, the use of sufficient preliminary evidence as a basis to declared a person as a suspect in a criminal case can be tested for its validity in a pre trial institution. The formulation of the problem in this paper is whether the benchmark in testing sufficient preliminary evidence in the determination of the Suspect through a pre trial institution and whether there are restrictions or limitations to test sufficient preliminary evidence in the determination of the Suspect in the pre trial examination. The type of research used is normative, using the approach of laws and other regulations. The nature of the research is descriptive, using secondary data. The research analysis was carried out in a qualitative way and a deductive method of drawing conclusions. Regulations and other legal sources such as the KPK Law, MKRI Decision Number 21/PUU-XII/2014 and Perkabareskrim Number 1 of 2022 have provided a clear benchmark formulation regarding sufficient preliminary evidence to be used as a basis in providing the determination of a suspect to a person suspected of committing a criminal act through a Decree on the Determination of a Suspect. The benchmark for testing sufficient preliminary evidence is the existence of at least 2 (two) pieces of evidence, both those regulated in the provisions of Article 184 paragraph (1) of KUHAP and electronic evidence. In addition, there is a limit to the testing of sufficient preliminary evidence in the determination of the suspect in the pre trial examination, namely the limit of quantitative sufficiency in the form of a minimum number of 2 (two) evidence and the limit of qualitative sufficiency in the form of a tempus for making a witness BAP as preliminary evidence which should ideally be done before the tempus for determining the suspect.Keywords: Sufficient preliminary evidence, Determination of suspects, Pre Trial.AbstrakPenetapan status tersangka terhadap seseorang yang diduga sebagai pelaku tindak pidana tentunya harus didasarkan pada syarat berupa adanya bukti permulaan yang menjadi dasar untuk diterbitkannya Surat Ketetapan tentang Penetapan Tersangka. Apabila membaca kembali KUHAP secara cermat dan teliti maka berkaitan dengan frasa bukti permulaan terdapat 3 (tiga) jenis atau kategori nomenklatur yang digunakan dalam KUHAP yaitu frasa bukti permulaan, frasa cukup bukti atau bukti yang cukup dan frasa bukti permulaan yang cukup. Berkaitan dengan penetapan tersangka maka bukti permulaan yang cukup digunakan sebagai salah satu variabel tolok ukur oleh penyidik sebagai dasar alasan melaksanakan diskresi untuk menetapkan seseorang sebagai tersangka. Pada perkembangannya maka penggunaan bukti permulaan yang cukup sebagai dasar untuk menetapkan seseorang sebagai tersangka dalam suatu perkara pidana dapat dilakukan pengujian keabsahannya dalam lembaga praperadilan. Rumusan permasalahan dalam tulisan ini adalah apakah tolok ukur dalam menguji bukti permulaan yang cukup dalam penetapan Tersangka melalui lembaga praperadilan dan apakah ada pembatasan atau limitasi untuk menguji bukti permulaan yang cukup dalam penetapan Tersangka pada pemeriksaan praperadilan. Tipe penelitian yang digunakan adalah normatif, dengan menggunakan pendekatan Undang-Undang dan regulasi lainnya. Sifat penelitian deskriptif, dengan menggunakan data sekunder. Analisis penelitian dilakukan dengan cara kualitatif dan metode penarikan kesimpulan secara deduktif. Regulasi dan sumber hukum lainnya seperti UU KPK, Putusan MKRI Nomor 21/PUU-XII/2014 dan Perkabareskrim Nomor 1 Tahun 2022 telah memberikan rumusan tolok ukur yang jelas mengenai bukti permulaan yang cukup untuk digunakan sebagai dasar dalam memberikan penetapan tersangka kepada seseorang yang diduga melakukan tindak pidana melalui Surat Ketetapan tentang Penetapan Tersangka. Adapun tolok ukur pengujian bukti permulaan yang cukup adalah adanya minimal 2 (dua) alat bukti baik yang diatur dalam ketentuan Pasal 184 ayat (1) KUHAP maupun alat bukti elektronik. Selain itu, terdapat adanya limitasi pengujian bukti permulaan yang cukup dalam penetapan tersangka pada pemeriksaan praperadilan, yaitu limitasi kecukupan secara kuantitatif berupa jumlah minimum 2 (dua) alat bukti dan limitasi kecukupan secara kualitatif berupa tempus pembuatan BAP saksi sebagai bukti permulaan yang idealnya dilakukan sebelum adanya tempus penetapan tersangka.Kata kunci : Bukti Permulaan Yang Cukup, Penetapan Tersangka, Praperadilan.
Penjatuhan Pidana Kepada Pelaku Tindak Kekerasan Terhadap Istri Dalam Rumah Tangga Di Kota Soe (Studi Pada Putusan No. 39/Pid.Sus/2018/PN Soe). Tagela, Yansen Umbu; Setiyono, Setiyono; Suratman, Teguh
MLJ Merdeka Law Journal Vol 5, No 1 (2024): May,2024
Publisher : Postgraduate University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/mlj.v5i1.14017

Abstract

Domestic violence (DV) is an issue that affects many societies,especially women, globally. This research aims to analyze theimposition of penalties against perpetrators of violence against wiveswithin households in Soe City, focusing on the case study of DecisionNo. 39/Pid.Sus/2018/PN Soe. This study employs a normative legalapproach through the analysis of legislation and a case study. Themain findings indicate that the imposition of penalties in thementioned decision does not fully reflect the expected justice.Firstly, the issue of non-comprehensive judicial considerations standsout. Judges tend to focus on individual defendant factors, such as thepresence of witnesses and criminal history, while aspects of social andpsychological impact on the victim receive inadequate attention.Secondly, the inadequacy of imposed sentences is evident. Despitebeing    grounded    in    relevant    legal    provisions,     the    one-yearimprisonment sentence for the defendant is deemed inappropriategiven the severity of the violence committed.The injustice in imposing penalties can convey the impression thatDV is trivialized by the judicial system, eroding the dignity ofvictims and undermining public trust in law enforcement. Theunaccounted social and psychological consequences in the verdict alsocarry significant implications for victims and society. To address this,it is recommended to provide training for judges on the social andpsychological impacts of DV, adopt a holistic approach in caseassessment, seek expert consultation, and consider a restorativejustice approach in enforcement. By taking these steps, it is hopedthat the judicial system can better reflect values of justice andprotection for DV victims.
Peran Kepolisian dalam Penerapan Diversi Konsep Restorative Justice Terhadap Anak Pelaku Tindak Pidana Penganiayaan di Kabupaten Berau Kalimantan Timur Purba, Tommi Kardo; Setiyono, Setiyono
MLJ Merdeka Law Journal Vol 5, No 1 (2024): May,2024
Publisher : Postgraduate University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/mlj.v5i1.14003

Abstract

Children are subjects of criminal offenses as stated in Law Number 11 of 2012 concerning the Juvenile Criminal Justice System, which refers to children involved in criminal acts. Legal protection measures for children involved in criminal offenses come in various forms. One such form of legal protection is through a restorative justice approach. Based on the case study analyzed in this research, the author formulates the following issues: what is the concept of implementing restorative justice in Indonesia, what is the role of law enforcement, particularly the police, in the application of restorative justice, and what are the obstacles to implementing restorative justice at the Sambaliung Police Station, Berau Regency, East Kalimantan? The results of this study indicate that the goal of restorative justice is to restore damaged relationships, support the rehabilitation of offenders, and provide opportunities for victims to express their wishes and seek restitution. The obstacles faced by the Sambaliung Police Station in Berau Regency, East Kalimantan, are influenced by several factors, including the level of awareness of juvenile offenders, who may not fully understand the impact of their actions, fear or shame, particularly among juvenile offenders, to openly discuss their actions with victims, and the disagreement of victims' families regarding resolutions through restorative justice.
Diversi Sebagai Bentuk Penyelesaian Tindak Pidana Penganiayaan yang dilakukan oleh Anak Melalui Pendekatan Keadilan Restoratif Mushesi, Fitri Silvia; Setiyono, Setiyono
MLJ Merdeka Law Journal Vol 4, No 2 (2023): November 2023 MLJ
Publisher : Postgraduate University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/mlj.v4i2.11533

Abstract

Criminal acts of abuse can be diverted based on the principles of restorative justice on the grounds of protecting the rights of children as victims and the rights of children as perpetrators. Resolution using the principles of restorative justice in the justice system is only carried out at the investigation stage. The formulation of the problem taken in this research is, first, how is diversion implemented as a form of resolving cases of criminal acts of abuse committed by children through a restorative justice approach in the jurisdiction of the Banjarmasin Police, second, what are the obstacles for investigators in implementing diversion as a form of resolving cases of criminal abuse committed? By children through a restorative justice approach. The research method used is empirical legal research. The results of the research show that the application of restorative justice in criminal acts of abuse committed by children at the Banjarmasin Police has carried out restorative justice efforts in accordance with applicable regulations and procedures that have been in force, although the results of the resolution of cases of criminal acts of abuse committed by children are not yet complete. Successful, and the success rate only reached 8.33%, and the obstacles faced in resolving cases of criminal acts of abuse committed by children are, a) In terms of Human Resources, Facilities and Infrastructure.
Response of mineral formulation towards different growth phases of arabica coffee in lowland Wulanjari, Distiana; Wijaya, Ketut Anom; Rosyady, Muhammad Ghufron; Suwardiyanto, Suwardiyanto; Meliala, Susan Barbara Patricia Sembiring; Setiyono, Setiyono; Farisi, Oria Alit
Jurnal Ilmu Pertanian Vol 9, No 1 (2024): April
Publisher : Faculty of Agriculture, Universitas Gadjah Mada jointly with PISPI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ipas.76043

Abstract

Arabica coffee cultivation is limited by altitude, which affects its production. Some farmers in Jember Regency are innovating to grow arabica coffee in the lowland, but the potential for leaf rust disease is quite high. Plant natural resistance can be enhanced by adding minerals formulation (containing silica, iodine, and calcium). This research aimed to determine which phase is more effective for applying mineral formulation that induces plant resistance. The formulation was tested on arabica coffee plants grown at the lowland (460 masl) in Jember Regency on 12 years old (y.o) mature and 1 y.o immature plants. One formulation was dissolved in 14 L of water and applied by foliar feeding. The effect was analyzed using two-way T-test of two samples assuming unequal variances at 95% confidence level to determine the differences. The analysis showed that the plants supplemented with the formulation could increase the variables that supported the natural resistance of plants (both mechanically and through the production of chemical compounds), such as polyphenol content, flavonoids, antioxidant activity, total dissolved protein, vitamin C, reducing sugar, lignin, cellulose, hemicellulose, and iodine content in the plant. The response of the formulation application showed that the most resistance variables was better in 1 y.o immature plants than in 12 y.o mature plants. The application of mineral formulation in immature phase will have a better impact on increasing natural resistance, and it has the potential to be used as a supplement for arabica coffee plants cultivated in the lowland.
Simulation design and analysis 9-level H-bridge single phase stepdown cyclo inverter Setiyono, Setiyono; Wibowo, Kunto
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 14, No 4: December 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v14.i4.pp2264-2272

Abstract

This DC-to-AC voltage converter is designed for output frequency controlled by a 9-level cascade H-bridge cyclo inverter with pulse width adjustment. The aim of the study was to determine the pattern and format of the voltage, output frequency, and Total Harmonic Distortion index of a 9-level IGBT cyclo inverter. The method used is to build a unidirectional power converter design modeling into 9 alternating levels with cyclo converter-controlled frequency settings using the Simulink MATLAB tool. The cyclo converter section is constructed with two P and N converters in a parallel arrangement. The frequency and trigger pulse width of both converters control the output voltage and frequency format of the cyclo inverter. The test results show a series of ladder waves with an output frequency,  of (1/2f, 1/3f, 1/4f, 1/5f, 1/6f, 1/7f, 1/8f, 1/9f, and 1/10f). The simulation results show that the nth input frequency divider waveform is characterized by the emergence of a number of step pulses of n positive half cycles and negative half cycles. The Total Harmonic Distortion Index gets bigger when the system circuit is designed at a low frequency. This modeling can be implemented into a prototype that is used for variable-speed DC motor drivers.
Extra Virgin Olive Oil Dapat Menurunkan Kolesterol Total Pada Lansia Anggota Posbindu Kenanga Gunardi, Saiful; Setiyono, Setiyono
Jurnal Ilmiah Ilmu Keperawatan Indonesia Vol 8 No 02 (2018): Jurnal Ilmiah Ilmu Keperawatan Indonesia Edisi Juni 2018
Publisher : UIMA Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (215.823 KB) | DOI: 10.33221/jiiki.v8i02.317

Abstract

Bagaimana cara menurunkan kolesterol secara mudah dengan cara non farmakologi, yaitu dengan menggunakan extra virgin olive oil yang asam lemak tidak jenuh yang tinggi dan asam lemak jenuh yang rendah yang mampu menurunkan kadar kolesterol yang tidak baik bagi kesehatan jantung. Tujuan penelitian adalah mengetahui adanya pengaruh extra virgin olive oil terhadap penurunan kolesterol total pada lansia anggota posbindu kenanga RW.13 Kelurahan Pasir Gunung Selatan Kecamatan Cimanggis Kota Depok. Jenis penilitian eksperimental dengan one group pretest and posttest without group control design. Karena populasi pada penelitian ini terbatas yaitu sejumlah 20 lansia, dan seluruhnya memenuhi syarat sebagai sampel dalam penelitian ini. Dilakukan pemeriksaan kolesterol total sebelum intervensi, intervensi pemberian minyak zaitun extra virgin olive oil selama 6 minggu dengan dosis 15ml atau1 sendok makan setiap hari. Hasil penelitian pretest didapat rerata kolesterol total sebelum intervensi 258,55±25,914 dan setelah intervensi adalah 228,50±25,871, pengolahan data dengan uji Paired Sample T-Test diketahui penurunan rerata kolesterol total 30,50mg/dl. Setelah 6 minggu intervensi menunjukkan penurunan bermakna (p-value=0,000<0,05), kesimpulannya ada pengaruh penggunaan minyak zaitun extra virgin olive oil terhadap penurunan kadar kolesterol pada lansia hiperkolesterolemia. Disarankan untuk penelitian selanjutnya menggunakan group pretest and posttest with control design guna mendapatkan data pembanding yang akurat
BUDIDAYA TANAMAN ORGANIK DI RT 10/RW 03 KELURAHAN TIRTA JAYA SUKMAJAYA DEPOK Setiyono, Setiyono; Roswan, Roswan; Napitupulu, Randy
Jurnal Pengabdian Kepada Masyarakat Darma Saskara Vol 3, No 2 (2023)
Publisher : Jurnal Pengabdian Kepada Masyarakat Darma Saskara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35760/abdimasug.2023.v3i2.10023

Abstract

Minimnya area pertanian di wilayah perkotaan sebagai akibat pertumbuhan jumlah pemukiman membuat kegiatan pertanian semakin menurun sehingga menyebabkan produksi kebutuhan pangan berkurang. Menumbuhkan kesadaran ketahanan pangan perlu dibangun dari seorang individu. Pemberdayaan lahan kosong menjadi salah satu upaya urban farming dalam membiasakan diri membangun ketahanan pangan yang dimulai dari rumah dan lingkungan sekitar. Wilayah RT10/RW03 Kelurahan Tirtajaya Depok memiliki lahan kosong seluas kira kira 1500 m2 yang dapat diberdayakan fungsinya untuk ditanami berbagai tanaman sayuran organik untuk memenuhi kebutuhan pangan bagi konsumsi rumah tangga warga setempat.. Jagung adalah jenis tanaman yang dipilih untuk ditanam yang akan ditumpang sarikan dengan tanaman sayur seperti pokcay dan sawi di wilayah tersebut. Metode pengolahan lahan dilakukan oleh warga sekitar dan bersinergi dengan tim Agroteknologi Universitas Gunadarma sehingga diharapkan hasil tanaman yang diperoleh menjadi lebih maksimal baik kuantitas maupun kualitasnya. Hasil budi daya jagung ini akan dinikmati sekitar 3 bulan kemudian yang dapat membantu meningkatkan perekonomian , kesehatan lingkungan , dan secara sosial dapat menumbuhkan rasa kebersamaan warga lingkungan wilayah setempat.
Simulasi Progres Proyek Konstruksi Time Performance Menggunakan Earned Value Management dengan Integrasi Artificial Neural Network: Time Performance Construction Project Simulation Using Earned Value Management with Artificial Neural Network Integration Setiyono, Setiyono; Hajji, Apif Miptahul; Larasati, Aisyah; Alfianto, Imam
Bentang : Jurnal Teoritis dan Terapan Bidang Rekayasa Sipil Vol 12 No 1 (2024): BENTANG Jurnal Teoritis dan Terapan Bidang Rekayasa Sipil (Januari 2024)
Publisher : Universitas Islam 45

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33558/bentang.v12i1.7296

Abstract

Digitization of construction using technologies such as AI, Big Data, Machine Learning, and Internet of Things (IoT) can help improve the productivity and efficiency of the construction industry. Machine learning methods such as Artificial Neural Network (ANN) are used to solve complex problems, including in construction projects. In addition, Earned Value Management (EVM) is used as a method to analyze and control project performance and estimate project completion time. Although EVM has the disadvantage of predicting estimated project completion times that are linear in nature, the use of non-linear methods such as Artificial Neural Network can help improve the accuracy of estimating project completion times that are complex and have a high degree of variation. This research aims to analyze the physical achievements of the work and predict estimates of work completion using Earned Value Management which is integrated with the Artificial Neural Network on the Advanced Development Project for Facilities and Infrastructure of the Sanggabuana Karawang Training Area Maintenance Detachment (Sarpras Denharrahlat) belonging to the Indonesian Ministry of Defense. By using EVM and ANN, project management can be improved in terms of cost control, scheduling, and better estimation of project completion time. The data analysis method used is EVM. The data analyzed is Week, Planned Value and Earned Value. The three data are then plotted and translated in graphical form to calculate the Schedule Variance and Schedule Performance Index to evaluate the project. After conducting an analysis using the EVM, then a predictive model is formed to calculate the estimated project completion time using the Artificial Neural Network (ANN) method. Next, optimization of the predictive model is carried out to reduce the level of prediction error. The Software used to build predictive models is RapidMiner. At week 26, work progress was 100% ahead of plan, with an Earned Schedule value of 31.00. This indicates that the project has been completed in accordance with the target time. Certain parameter modifications to the optimal model include training cycles of 100, learning rate of 0.316, and momentum of 0.316. With these parameter settings, the model produces the most accurate predictions with a low prediction error rate.
Co-Authors . Usmadi A.A. Ketut Agung Cahyawan W Abdul jalil Abdul Rahman Abdullah, Sait Afif, Rendi Ahmad Ilham Tanzil Aisyah Larasati Amam, Amam Amany, Alfiyyah Nur Andrianto, Sis Nanda Kus Antono, Moh Nuri Apif Miptahul Hajji Arifudin arifudin Arranchado, Jimi Rambo Arta, Roky Adem Arum, Ayu Puspita Az, M. Fariduddin Bakri, Khairani Basuki , Bayuaji, Anandayu Pavita Binti Abd Wahid, Nurul Bahiyah Dewi, Lara Putri Kartika Dewi, Nilasari Dinda Keumala Djoko Soejono Dwi Erwin Kusbianto Dwilaros, Xyzca Dyah Ayu Savitri Edi Pramono Edi Suryanto Eduardus Tandelilin Edy Suryanto Eficandra Eficandra Efrianto, Gatot Ely Sufianti Evi Setiawati Falah, Ahmad Naufal Fanata, Wahyu Indra Duwi Fandri, Ferdi Zul Farisi, Oria Alit Fauziah, Fithriyatul Febridayanti, Fika Fitriana, Ananda Gatot Gatot Gatot Subroto Gunardi, Saiful Hartaja, Dinda Rita K. Hartati S, Sawitri Yuli Hasanah, Hepniatul Herliani, Canserlita Puteri Hernowo, Arif Heru Dwi Wahjono Hidayah, Satria Nurul Hidayah Ibanah, Indah Ika Purnamasari Ikhwan bin Mohd Zain, Muhamad Imam Alfianto Innaya, Lutfika Revi Izah, Ika Lailatul Jekti Prihatin Jogiyanto Hartono Joko Purnomo Kacung Hariyono Kadek Wiwik Indrayanti Ketut Anom Wijaya Kunto Wibowo Larassati, Larassati Lies Mira Yusiati Maharani, Ariq Dewi Maharani, Dewi Nadya Mamduh M. Hanafi Megouw, Edwin Wakak Meliala, Susan Barbara Patricia Sembiring Muchammad Azam, Muchammad mudawaroh, roisu Muhammad Fahrurozi Mushesi, Fitri Silvia Muzakki, Fauzan Nahdiya Sabrina Napitupulu, Randy Nisak, Fauziatun Noer Novijanto Noviana, Sulfi Novita Listyaningrum, Novita Nugraha, Chairul Fattah Nugraha, Yosep Widi Nurcharisma, Adinda Nurrahmi, Tyas Putri Yulia Nursantih, Nadia Nur’ainingsih, Dyah Okti, Reski Dwi Pajuk, Daniel Miranda Parawita Dewanti Patricia SM, Susan Barbara Patricia SM., Susan Barbara Patricia, Susan Barbara Petrus Nugro Rahardjo Pramesti, Riska Ayu Prayoga, Mohammad Candra Priyanto, Fajar Eko Purba, Novalina Purba, Tommi Kardo Puspito, Agung Nugroho Putra, Feragi Azizun Putri, Natasya Stivani Putri, Reza Mareta Putri, Sabrina Claudia Anggraini Rachmandhika, Yusuf Rafi, Faza Al Rahmat, Nur Ezan Ramadhanti, Choirul Lisa Ratnasari, Tri Rena Yunita Rahman, Rena Yunita Renie, Elsy Restanto, Didik Pudji Ridho, Mavel Ristiyana, Suci Robertus Haryoto Indriatmoko Roisu Eny Mudawaroch Romdhon, Mochammad Syihab Rony, Zahara Tussoleha Rosania, Shela Roswan, Roswan Rosyady, Muhammad Ghufron Rudi Nugroho Sabirin, Ahmad Saroh, Cindy Nur May Satmoko Yudo Sa’idah, Nely Meliatus Setiyono Shafarina, Annisa Yola Sholeh Avivi Slameto Slameto Soemitro Djojowidagdo Sri Hartatik SRI RAHAYU Sugeng Raharto Sukarno, Anggo Kusuma Supartono, Sugeng Susi Sulistia, Susi Suwardiyanto Suwardiyanto Suzaini, Syaqila Binte Syahrul, Elfitrin Tagela, Yansen Umbu Titik Purwati Widowati, Titik Purwati Tri Wahyu Saputra Ubaidillah, Mohammad Ulinnuha, Firda Ummah, Anisatul Ummi Sholikhah Utami, Intan Rahmatika El Putri Warman, Arifki Budia Wicaksono, Herlambang Widya Asmara Wildan Muhlison, Wildan Wiwik Handayani Wulanjari, Distiana Yuli Hariyati Yuliawati, Eriyana Yuliawati, Eriyana Zahro, Fauziatuz Zahrosa, Dimas B. Zahrosa, Dimas Bastara Zainuddin, Zainuddin