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INTEGRASI DAN PENGEMBANGAN SISTEM MACHINE LEARNING PADA KEGIATAN MAINTENANCE UNIT BGMF PT. FI Rio Viryawan; Arif Suroso; Rokhani Hasbullah
Jurnal Aplikasi Bisnis dan Manajemen (JABM) Vol. 7 No. 3 (2021): JABM Vol. 7 No. 3, September 2021
Publisher : School of Business, Bogor Agricultural University (SB-IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17358/jabm.7.3.787

Abstract

The Big Gossan Mill Facility (BGMF) unit has a vital function to deliver tailing supporting Big Gossan underground mining. Plant maintenance strategies have been implemented to support its availability. This study aims to study integration of machine learning model into the plant maintenance and to formulate development of Machine Learning System in BGMF unit. The maintenance planning standards is used to integrate Machine Learning model through interview. The Industrial Internet Reference Architecture (IIRA) is applied to develop machine learning system. It uses interview method to formulate business viewpoint and usage viewpoint and observation to elaborate functional viewpoint and implementation viewpoint. The study results integration of machine learning model is done by state it as PD-200 Propelling Liquid alarm. It then should be followed up by the planning crew. The machine learning system development starts with formulation of Key Objectives and Fundamental Capabilities on the business viewpoint. The usage viewpoint defines two scenarios on machine learning system. The functional viewpoint elaborates system functionality. The implementation viewpoint designed network topology. It then emphasizes on key system characteristics. This research concludes that model integration into plant maintenance can minimize PD-200’s downtime and it’s system design can be done by IIRA. Keywords: IIRA, machine learning, maintenance improvement, predictive maintenance, predictive model
RANCANG BANGUN MODEL BISNIS EKOWISATA GRASBERG PASCA TAMBANG Edi Suryanto; Arif Imam Suroso; Rokhani Hasbullah
Jurnal Aplikasi Bisnis dan Manajemen (JABM) Vol. 7 No. 3 (2021): JABM Vol. 7 No. 3, September 2021
Publisher : School of Business, Bogor Agricultural University (SB-IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17358/jabm.7.3.743

Abstract

Grasberg post mining land of PT Freeport Indonesia (PTFI) has the opportunity to become an attractive ecotourism location. The objectives of this study are (1) Analyze current business models. (2) Analyze internal and external factors that affect the post-mining Grasberg ecotourism business model. (3) Design a verified business model (BMC-1) by considering internal and external analysis. (4) Formulation of strategies and policy priorities for post-mining Grasberg ecotourism development. The research method used was AHP, BMC, PESTEL and VRIO. The results showed that the current business model with several initial indicators for each of the 9 elements of the block model. Internal factors that have a sustainable competitive advantage are location, tourism potential, supporting facilities and facilities, the ability to manage mining tourism, the ability to work in teams, the ability to produce innovation and creativity. External factors that affect the business model, political aspects are influenced by regime change which then affects the share ownership portion as well as cabinet changes as well as the security stability factor. The design of the WTG (Grasberg Mine Tourism) business model resulted in a verified BMC with the addition of indicators for the nine elements of the model. The priority of developing WTG policies focuses on alternative development of tourism services, participation of indigenous peoples, management of activities and coordination of indigenous peoples. The conclusion of this research is to be able to go to the commercial tourism industry, WTG managers need to focus on the key activity elements, the value proposition element, the key resource elements, and the key partner element. Keywords: AHP, BMC, PESTEL, Post Mine Tourism, VRIO
STUDY OF USING PULSING AND PACKAGING ON ROSE CUT FLOWERS TO PROLONG VASE LIFE Desy Nofriati; Rokhani Hasbullah
Jurnal Agroindustri Vol 2, No 2 (2012)
Publisher : BPFP Faperta UNIB

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31186/j.agroindustri.2.2.108-115

Abstract

Using pulsing on rose cut flowers before storage and transportation should be done to kept its quality after storage. The objective of the study is to find out the composition of the pulsing to prolong the vase life. The flowers were harvested from the field when the flower was at two bud opening stages and then were pulsed with chemical solution. The experimental design used RAL and data analyzed with Analisis of Variant (ANOVA). If found out significant between treatment then continued by Duncan test. The result indicated that pulsing 3% sucrose + 25% glyserin + 300 ppm Na-Benzoat + 375 ppm sitrat acid was the best composition and decrease deterioration about 2.5% until day-3 vase life. Each flower was placed in the boxes of 60 x 15 x 7 cm3 with capacity of 20 rose cut flowers. Package with the ventilation of 3.5 cm in diameter and closed with the film polipropilen was the best design package which prolonged vase life until 5 days after storage and decrease senescence up to 20-25 0/o.The periode of flowers vase life could be extended and quality after storage could be maintained by applying those treatment.
STUDI DEGREENING PADA JERUK CULTIVAR KEPROK MADU TERIGAS KALIMANTAN BARAT Renny Anggraini; Rokhani Hasbullah; Sutrisno Sutrisno
Jurnal Penelitian Pascapanen Pertanian Vol 12, No 1 (2015): Jurnal Penelitian Pascapanen Pertanian
Publisher : Balai Besar Penelitian dan Pengembangan Pascapanen Pertanian

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21082/jpasca.v12n1.2015.35-44

Abstract

Jeruk keprok madu Terigas pada saat umur panen masih berwarna kehijau-hijauan. Persepsi konsumen menganggap bahwa jeruk dengan warna hijau belum matang dan memiliki rasa yang asam, sehingga kulit jeruk berwarna kuning merata akan meningkatkan nilai estetika dan harga jeruk tersebut. Perlakuan pascapanen guna memperbaiki estetika buah jeruk dapat dilakukan dengan teknik penguningan (degreening) menggunakan gas etilen. Penelitian ini bertujuan untuk mengkaji konsentrasi etilen dan trigger time serta pengaruhnya var. chrysocarpa). Jeruk keprok madu Terigas didegreening dengan konsentrasi etilen 0, 1000, 1500, dan 2000 ppm dan trigger time 10, 20, dan 30 jam di dalam kotak karton yang dilapisi plastik LLDPE 0,06 mm. Hasil penelitian menunjukkan bahwa konsentrasi etilen dan trigger time keprok madu Terigas seperti kekerasan, total padatan terlarut, vitamin C, dan kadar air. Perlakuan terbaik yaitu konsentrasi etilen 1000 ppm dan trigger time 30 jam.
Pengaruh Lama Perendaman Terhadap Mutu Beras Pratanak pada Padi Varietas IR 64 Rokhani Hasbullah; Pramita Riskia D. P
Jurnal Keteknikan Pertanian Vol. 27 No. 1 (2013): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1486.62 KB) | DOI: 10.19028/jtep.027.1.%p

Abstract

ABSTRAK Pembuatan beras pratanak meliputi pembersihan, perendaman, pengukusan, pengeringan, dan penggilingan. Proses pratanak dimaksudkan untuk meningkatkan rendemen giling, menekan kehilangan nilai gizi dan menurunkan indeks glikemik sehingga cocok dikonsumsi oleh penderita Diabetes Melitus. Tujuan dari penelitian ini adalah (1) Mengkaji pengaruh lama perendaman terhadap mutu fisik dan kimia beras pratanak, (2) Menentukan lama perendaman yang optimum untuk proses pratanak dan pengaruhnya terhadap mutu beras. Penelitian ini menggunakan gabah varietas IR 64 dengan perlakuan lama perendaman 4, 6, dan 8 jam.  Hasil penelitian menunjukkan bahwa proses pratanak dapat meningkatan rendemen giling dan dapat menurunkan kadar amilosa. Profil gelatinisasi beras pratanak menunjukkan bahwa semakin lama perendaman dalam proses pratanak dapat meningkatkan viskositas trough, viskositas akhir, waktu puncak, dan suhu gelatinisasi serta menurunkan viskositas puncak, viskositas breakdown, dan viskositas setback. Lama perendaman tidak berpengaruh secara signifikan terhadap komposisi kimia yang terkandung dalam beras pratanak. Lama perendaman yang terbaik adalah selama 4 jam pada suhu air 60 oC. Kata kunci: gabah, beras pratanak, indeks glikemik, amilosa, profil gelatinisasi ABSTRACT Processing of parboiled rice consists of paddy cleaning, soaking, steaming, drying, and milling. Parboiled process of paddy is intended to increase the milling yield, to prevent nutrition losses and to decrease glychemic index. The purpose of this research is (1) To assess the impact of soaking time on the physical and chemical quality of parboiling rice, (2) To determine the optimum soaking time for parboiling rice and it’s impact on rice quality. This research is using IR 64 variant with soaking duration treatment about 4, 6, and 8 hours. The result showed that parboiled process increase the milling yield and reduce the rice amylose content. Gelatinization profile of the parboiled rice showed that the longer of soaking duration increase the trough viscosity, final viscosity, peak time viscosity, and pasting temperatures and also decreased the peak viscosity, breakdown viscosity, and setback viscosity. The treatment of soaking duration did not significantly affect the chemical contents of parboiled rice. The exposure time of paddy soaking that suggested is 4 hours in dip water at temperature of 60 oC. Keywords : paddy, parboiled rice, glychemic index, amylose, gelatinization profileDiterima: 10 Desember 2012 ; Disetujui: 28 Maret 2013
Perlakuan Uap Panas (Vapor Heat Treatment) untuk Disinfestasi Lalat Buah dan Mempertahankan Mutu Buah Belimbing (Averrhoa carambola L.) Eti Rohaeti; Rizal Syarief; Rokhani Hasbullah
Jurnal Keteknikan Pertanian Vol. 24 No. 1 (2010): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.024.1.%p

Abstract

AbstractThe objectives of this research were to study mortality of carambola fruit fly (B. carambolae D & H) and to study responses of VHT on quality of carambola (A. carambola L). Fruit fly mortality due to heat has been investigated by immersing fruit fly eggs into hot water at temperatures of 40, 43, 46 dan 49oC for 30 minutes and then at temperature of 46.5oC for 0, 5, 10, 15, 20, 25, 30 minutes. Star fruit were treated at temperature of 46.5oC for 5, 15, 30 minutes and then stored in temperatures of 5, 15oC and room temperature (28-30 oC). The result show that mortality has been achieved 100% at temperature more than 43.0oC for 30 minutes and at temperature 46.0oC for more than 15 minutes. VHT had significant influences to decrease the fruit respiration rates, chilling injury, antraknose, to increase the weight loss, color, and soluble solid content. However, there were no significant change in the hardness, water content, vitamin C and organoleptic test. VHT at temperature 46.5oC for 20 up to 30 minutes were effective to kill fruit flies inside carambola and VHT combined by storing in temperature of 15oC were able to maintain carambola quality during storage.Keywords: vapor heat treatment, fruit fly, B. carambolae, carambola, disinfestationDiterima: 1 Februari 2010; Disetujui: 19 April 2010
Study on Disinfestation of Fruit Fly (Bactrocera dorsalis) Using Vapor Heat Treatment on Gedong Gincu Mango Rokhani Hasbullah; Dadang .; Elpodesy Marlisa
Jurnal Keteknikan Pertanian Vol. 23 No. 1 (2009): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.023.1.%p

Abstract

Since the prohibition of chemical method for insect disinfestations processes such as ethylene dibromide in 1984, heat treatment method was developed as quarantine technology. One of the heat treatment methods is vapor heat treatment (VHT). The objectives of this research were to study mortality of fruit fly (Bactrocera dorsalis) and to study the responses of VHT on quality of gedong gincu mango. Fruit fly mortality due to heat has been investigated by immersing fruit fly eggs into heated water at temperatures of 40, 43, 46 and 49OC for 30 minutes immersed, also at temperature of 46OC for 5, 10, 15, 20, 25 and 30 minutes. Gedong gincu mangoes were treated at temperature 46.5OC for 0, 10, 20, and 30 minutes. The results showed that mortality has been achieved 100% at temperature more than and equal to 43OC for 30 minutes and attemperature 46OC for more than and equal to 10 minutes. The VHT has significantly and fungi population although without adversely affecting to the fruit quality and there were no significant change in the fruit weight loss, hardness, color, soluble solid content, water content, vitamin C and organoleptic test. VHT at temperature 46.5OC for 20 up to 30 minutes were effective to kill fruit flies inside mangoes and were able tomaintaining mango quality during storage.Keywords : mango, fruit fly, disinfestations, vapor heat treatmentDiterima: 24 Maret 2008; Disetujui: 22 Oktober 2008
Desain dan Kinerja Unit Perlakuan Uap Panas (VHT) Untuk Disinfestasi Lalat Buah pada Penanganan Pascapanen Mangga Rokhani Hasbullah; Agus Sutejo; Astu Unadi; Suparlan .
Jurnal Keteknikan Pertanian Vol. 23 No. 1 (2009): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.023.1.%p

Abstract

Formerly, chemical fumigation was used for disinfestation treatment, but now had been replaced bychemical-free disinfestations treatment such as vapor heat treatment (VHT). The objectives of this researchwere (1) to design the VHT Unit and testing its performances, and (2) to study the effect of the VHT methodand waxing on the fruit quality during storage of mango. The designs of VHT unit consist of water tank, filter,heater, water pump, differential pressure fan, atomizer, control panel and treatment chamber. Performanceof the unit showed that the temperature of the VHT chamber increased from ambient temperature of 30OCto setting point of 47OC in 70 minutes. Relative humidity of the VHT chamber was very high (more than90%) indicating the VHT unit was successful in being used for fruitfly disinfestations of fruit product. Usingsetting point of 46.5OC, the mango fruit core temperature reached temperature of 45.5-46.3OC in 130minutes. Mango ‘Gedong gincu’ were treated at 46.5OC for 10, 20, 30 minutes and control and then followedby waxing. The results showed that VHT of 10-30 minutes were not significantly affect the fruit quality.There were no significant changes in the fruit weight losses, hardness, color, soluble solid content, watercontent and vitamin C. VHT at 46.5OC for 20-30 minutes was effective to kill the fruitfly infested inside themangos and VHT followed by waxing was able to maintain mango quality during storage.Keywords : mango, fruit fly, heat quarantine treatment, vapor heat treatment (VHT)Diterima: 15 Januari 2008; Disetujui: 27 Agustus 2008
Ultrasonic Wave Characteristics of Arumanis Mangoes And Damage Arumanis Mangoes By Fruit Fly Warji .; Rokhani Hasbullah
Jurnal Keteknikan Pertanian Vol. 23 No. 1 (2009): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.023.1.%p

Abstract

The objective of this research was to study the ultrasonic wave characteristic at arumanis mangoesdamage caused by fruit fly. The ultrasonic characteristics that was used to sort the damaged mangoes fromthe normal mangoes were attenuation, velocity and moment zero power (Mo) number. Results showed thatmean attenuation coefficient of normal arumanis mangoes was 36.45 Np/m, mean velocity of ultrasonicwave was 518.19 m/s and Mo number was 4.58. The mean attenuation coefficient arumanis mangoeswhich damaged by fruit fly was 30.67 Np/m, mean velocity of ultrasonic wave was 731.72 m/s and Monumber was 6.40. Relation between the ultrasonic wave characteristic with arumanis mangoes damagecaused by fruit fly showed that attenuation coefficient of arumanis mangoes was increase but damagearumanis mangoes level was decrease, while Mo number was increase in parallel with increase of damagearumanis mangoes level. The ultrasonic wave velocities of arumanis mangoes didn’t show clear correlationwith damage arumanis mangoes level, as shown by from value of r2=0.01. Larva weight of inversely tovalue of attenuation coefficient, correlation of logarithm value r2=0.94. Correlation value of larva weight Mowith number was r2=0.38.Keyword : ultrasonic wave, arumanis mangoes, fruit fly, attenuation coefficient, Mo numberDiterima: 13 Maret 2008; Disetujui: 27 Oktober 2008
Penggunaan Teknologi Perontokan untuk Menekan Susut dan Mempertahankan Kualitas Gabah Rokhani Hasbullah; Riska Indaryani
Jurnal Keteknikan Pertanian Vol. 23 No. 2 (2009): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.023.2.%p

Abstract

Paddy (Oryza sativa) is a plant producing rice as a staple food of Indonesian people. Efforts to increaserice production is done not only through the extention of the rice areas, but also to minimize postharvestlosses. This study aims to assess the use of thresher technology on postharvest losses of paddy. Threshingof paddy is done by three methods: (1) manually or “gebot”, (2) using pedal threshers, and (3) using powerthreshers. The results showed that the use of power thresher able to reduce paddy losses from 3,31 to4,35 % (for manual threshing or gebot) to be 0,49 to 1,21 %. The use of power thresher also reduces thepercentage of grain cracking from 7,1 % to be 4,1 % by threshing manually. Threshing capacity using powerthresher from 708.0 to 773.0 kg/h, while using the pedal thresher 84.96 to 113.00 kg/h and manual thresherresulting only 54.69 to 62.22 kg/h.Keywords: paddy, power thresher, pedal thresher, manual thresher, postharvest lossesDiterima: 15 Juni 2009; Disetujui: 29 September 2009
Co-Authors . Setiadjit . Sukarno . Sutrisno Abdul Waries Patiwiri Achmad Fitrah Maulidin Addiena Syahvina Nasution Adhitya Yudha Pradhana Agus Ghautsun Niam Agus Sutejo Ahmad Yani Ahmad Yani Alhori Alhori Ali Parjito Amzul Rifin Andi Suryadi Anggitha Ratri Dewi Arief Daryanto Arif Imam Suroso Arif Suroso Aris Purwanto Astu Unadi Budi Nurtama Budi Rahardjo Cicih Sugianti Dadang . Damanik, Annisa Purnamasari Deasy Fitriani Desy Nofriati Desy Nofriati Deva Primadia Almada Dikky Indrawan Dondy A Setyabudi Dondy A Setyabudi DS Priyarsono Dwi Zuwarman Edi Suryanto Edy Hartulistiyoso Eka Priyana Elisa Nur Faizaty Elpodesy Marlisa Emmy Darmawati Erniati Erniati Erniati Esa Ghanim Fadhallah Eti Rohaeti Fahim M Taqi Fajar Sidiq Firdaus, Jonni Graita Gaiety Jatmiko Harli Prawaningrum Hartoyo Hasniar . Hayatri Sali Setia Heriyanto S Soba Herry Suhardiyanto I Wayan Astika I Wayan Budiastra Idham Sakti Harahap Iriando Wijaya Ita Zuraida Iyus Hendrawan Jayawarsa, A.A. Ketut Jeffrey Fransiscus Juniska Muria Sariningpuri Kaltika Setya Utami Sumariana Khoirul Mukhtarom Khoirul Umam Kristianingsih, - Latief, Prori Vitaliano Lidya Susanti Lilik Pujantoro Lilik Pujantoro Eko Nugroho Lista Eka Yulianti Lydia Ariani Machfud Machfud Machfud Machfud Mahasin, M. Zaenal Mahdania, Nadya Fazira Islah Maya Wulan Arini Memen Surahman Michael Alexander Hutabarat Mohamad Rahmad Suhartanto Mohamad Solahudin MUHAMMAD YUSUF ANTU Muhammad Yusuf Antu Nanik Purwanti Nelwan, Leopold Oscar nFN Setyadjit nFN Sukarno Nunung Nuryartono Nurhayati Nurhayati Nurman Susilo Nurul Imamah Nuzul Syah Putra Okky Setyawati Dharmaputra Parlaungan Adil Rangkuti Patiwiri, Abdul Waries Pramita Riskia D. P Purwiyatno Hariyadi Raden Dikky Indrawan Renny Anggraini Ridwan Rachmat Rimba Lestari Rio Viryawan Riska Indaryani Riska Juliana Rizal Syarief Rizal Syarief RIZAL SYARIEF Rofika Rochmawati Rozana - Ruri Wijayanti Salsa Nurfadhillah Selvi Marcellia Setiadjit Setiadjit Setyo Pertiwi Slamet Budijanto Sugiyono Sugiyono Sugiyono Sugiyono Sukarno Sukarno Sukmawati, Elya Sulusi Prabawati Sunandar, Muhammad Prayoga Supriyanto Supriyanto Supriyanto Suroso . Suroso Suroso Susi Lesmayati Susilo, Nurman Sutrisno , Sutrisno - Sutrisno Mardjan Sutrisno Sutrisno Sutrisno Sutrisno Tajuddin Bantacut Tjahja Muhandri Tri Yulni Ujang Sumarwan Usman Ahmad Warji Warji Yudha Heryawan Asnawi