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Penerapan Rantai Markov Pada Pola Perpindahan Pembelian di Produk Songkok 马可夫链在松角产品的采购模式上的应用
Pub Date : 2023-01-24 DOI: 10.25170/metris.v23i02.3833
Fitriah Agustina, Trisita Novianti
The projected decrease inspired this research in Afdhol MSMEs' consumer base in 2020. This study's objectives were to determine the pattern of product brand transfer for Nasional Afdhol (SNA) and predict the market share and price of prayer cap products. This study was undertaken at the SNA in Bungah District, Gresik Regency. With a population of 415 people and a required sample size of 204 persons, the required data consists of a questionnaire containing questions concerning prayer cap brand items used in the past and prayer cap brand products used presently. There are three competing prayer cap brands: Nasional ONH, Pendopo, and Nasional Gapuro Bungah. During the pandemic, it has decreased drastically by almost 70% until the last two years, so the problem that can be formulated was SNA has never evaluated the market, so competitors have never been taken into account for their role, which may affect the market share, and how consumers behave in their role in choosing which songkok to buy. By calculating using the Markov chain, the pattern of songkok purchase movement made by consumers in the 4 songkok brands can be analyzed so that SNA canplan marketing strategies to increase sales and their expected values. Data processing was performed using Rantai Markov, beginning with projecting market share using three strategies. The first strategy was without decreasing or raising prices. The second strategy was reducing the price of Rp. 5,000.00, and the third strategy was increasing the price of Rp. The calculation results yielded the greatest market share value. A formulated strategy was to cut the price of Rp. 5,000.00 by 42.65% with a probability value of 0.4265 under a steady-state condition of 0.4714 with a profit of Rp. 1,137,636. The strategy to obtain maximum expectation values has the consequence of enlarging its customer base.
预计的减少激发了对2020年亚洲中小微企业消费者基础的研究。本研究的目的是确定国家祈祷帽(SNA)的产品品牌转移模式,并预测祈祷帽产品的市场份额和价格。这项研究是在Gresik摄政邦加区SNA进行的。本次调查的人口数为415人,所需样本量为204人,所需数据包括一份调查问卷,其中包含过去使用的祈祷帽品牌物品和目前使用的祈祷帽品牌产品的问题。有三个相互竞争的祈祷帽品牌:国家ONH, Pendopo和国家Gapuro Bungah。在大流行期间,它急剧下降了近70%,直到最近两年,所以可以制定的问题是SNA从未评估过市场,因此从未考虑到竞争对手的作用,这可能会影响市场份额,以及消费者在选择购买哪种松角时的行为。通过马尔可夫链的计算,可以分析消费者在4个松角品牌中购买松角的行为模式,从而为SNA制定营销策略,提高销量和预期价值。使用Rantai Markov进行数据处理,首先使用三种策略预测市场份额。第一种策略是不降低或提高价格。第二个策略是降低Rp. 5,000的价格,第三个策略是提高Rp的价格。计算结果得出最大的市场份额值。制定的策略是在稳态条件为0.4714的情况下,以0.4265的概率值将Rp. 5,000.00的价格下调42.65%,获利Rp. 1,137,636。获取最大期望值的策略会扩大其客户群。
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引用次数: 0
The Application of Sentiment Analysis on Customers Responses in Social Media (Case Study: Indihome and First Media Internet Service Provider) 情感分析在社交媒体客户反应中的应用(以Indihome和第一媒体互联网服务提供商为例)
Pub Date : 2023-01-24 DOI: 10.25170/metris.v23i02.4150
F. P. Surbakti, Andi Arifta Ginting
The development of technology in industry 4.0 era leads to a digitalization process which is marked by the emergence of the internet as one of the important enablers. Indihome and Firstmedia are the most popular Internet Service Providers) ISPs in Indonesia in providing internet services. These two companies certainly have competition in winning the hearts of customers. One of the important factors in this business competition is customer response in the form of reviews which are usually done through social media tools such as Twitter. For this reason, it is important to study how the customer responds in the form of a given sentiment. Sentiment analysis can be a way to study customer responses to products and services. Sentiment Analysis is a method that is part of Big Data in Data Science which is useful for assessing sentiment in the form of positive or negative sentiments. The data collected was 1000 tweets for each ISP which will be processed with the help of Rstudio. The processing results obtained 177 positive tweets, 489 neutral, and 334 negative tweets for indihome while firstmedia obtained 620 positive tweets, 222 neutral tweets, and 158 negative tweets. The result is firstmedia ISPs get a better positive response and the number of complaints is less than indihome. Internet service providers (ISPs) can improve product and service quality by creating a single database system and also implementing the service design blueprint.
工业4.0时代的技术发展导致了数字化进程,而互联网的出现是数字化进程的重要推动因素之一。Indihome和Firstmedia是印度尼西亚最受欢迎的互联网服务提供商(ISPs),提供互联网服务。这两家公司在赢得顾客的心方面肯定有竞争。在这场商业竞争中,一个重要的因素是顾客的评论,这些评论通常是通过Twitter等社交媒体工具完成的。出于这个原因,研究客户如何以给定情绪的形式做出反应是很重要的。情感分析可以用来研究顾客对产品和服务的反应。情绪分析是数据科学中大数据的一部分,用于评估积极或消极情绪的情绪形式。收集的数据是每个ISP的1000条推文,这些数据将在Rstudio的帮助下进行处理。处理结果为indihome获得177条正面推文,489条中性推文,334条负面推文,而firstmedia获得620条正面推文,222条中性推文,158条负面推文。结果是第一媒体的互联网服务提供商得到了更好的积极回应,投诉的数量比印度少。互联网服务提供商(isp)可以通过创建单一数据库系统和实现服务设计蓝图来提高产品和服务质量。
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引用次数: 0
PENJADWALAN PERAWAT BERDASARKAN MINIMASI PELANGGARAN PERATURAN DAN MINIMASI BIAYA LEMBUR 根据违反规定的最低限度和加班费用安排护士
Pub Date : 2023-01-24 DOI: 10.25170/metris.v23i02.3896
A. Silalahi, Antonia Lydia, Christine Natalia, Wibawa Prasetya
The high overtime cost for nurses from Manual Scheduling, in the inpatient unit at ABC Hospital, where the overtime cost was Rp.10,409,910,-, much the difference number working hours between each nurses and many violations of hard constraint. So, it is necessary to make improvements to the scheduling. This study developed the scheduling whose goal is to minimize violations of regulations and minimize overtime costs by Goal Programming (GP). Mathematical formulation for both objectives were solved by LINGO 18.0. The difference in the number of working hours between the highest working hours and the least working hours for nurses who are not on leave, on Manual Scheduling, The Minimizing Regulatory Violations Scheduling and The Minimizing Overtime Costs Scheduling were 53, 0 and 1 hour(s) respectively. The highest number of working hours was 221 hours in Manual Scheduling, while the least number working hours was 175 hours in Minimizing Overtime Scheduling. If the policy in scheduling wanted to minimize violations, using the result of Scheduling for Minimizing Violation of the regulations there were 177 violations and overtime costs was Rp. 3.652.600,- reduced by 64.91%. Meanwhile, if the Hospital wanted to minimize overtime costs, using the result of Scheduling Minimizing Overtime Costs, there were 246 violations and overtime costs was Rp.104,360,- reduced by 99.0%.In the future, the hospital must establish a policy in terms of scheduling, whether the aim is to minimize violations of regulations or minimize overtime costs, so that based on this policy, the mathematical formulation can be determined.
在ABC医院住院部,人工调度对护士的加班成本很高,加班成本为10409910卢比,-,这使得每个护士之间的工作时数差异很大,并且违反了许多硬性约束。因此,有必要对调度进行改进。本研究采用目标规划的方法,以最大限度地减少违规行为和最大限度地减少加班成本为目标,开发了一种调度方法。用LINGO 18.0求解两个目标的数学表达式。不休假、人工调度、减少违规调度和减少加班成本调度的护士最高工作时数与最低工作时数之差分别为53小时、0小时和1小时。在人工调度中,工作时间最多的是221小时,而在最小化加班调度中,工作时间最少的是175小时。如果调度策略想要最大限度地减少违规行为,使用最小化违规行为调度的结果,有177起违规行为,加班成本为3.652.600卢比,-减少了64.91%。同时,如果医院想要最大限度地减少加班成本,使用调度最小化加班成本的结果,有246起违规行为,加班成本为104,360卢比,减少了99.0%。在未来,医院必须在调度方面建立一个政策,无论其目的是尽量减少违规行为还是尽量减少加班成本,以便根据该政策确定数学公式。
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引用次数: 1
Perbaikan Kondisi Keseimbangan Lintasan Produksi Dengan Penerapan Metode Genetic Algorithm Pada Lintasan Produksi Muffler K-59J PT XYZ 通过使用K-59J PT . XYZ生产轨道的基因算法来改善生产轨迹平衡状态
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.2961
Febryan Sutomo, Trifenaus Prabu Hidayat, Karel Octavianus Bachri
PT. XYZ merupakan sebuah perusahaan manufaktur yang bergerak dibidang otomotif dan sudah berjalan sebagai supplier komponen otomotif untuk beberapa perusahaan otomotif terkemuka di Indonesia. Kebanyakan proses produksi pada PT. XYZ sudah berjalan dengan baik. Tetapi terdapat salah satu sub produk mereka yang memiliki kendala dalam proses produksinya yaitu muffler K-59J. Pada lintasan produksi muffler K-59J dinilai kurang optimal dalam proses produksinya. Hal tersebut dilihat dari banyak kendala yang timbul selama proses produksi berlangsung. Mulai dari terjadi penumpukan (bottleneck), Target produksi harian sering tidak tercapai sehingga sering terjadi waktu kerja tambahan (overtime), dan jika dilihat secara data nilai efisiensinya hanya sebesar 58,81 %. Dengan demikian, penelitian ini bertujuan untuk meningkatkan performa dari lintasan produksi tersebut. Oleh karena itu diusulkan metode Algoritma Genetik yang bersifat komputerisasi untuk meningkatkan performanya. Proses penyelesaian penelitian ini dilakukan dengan bantuan program matlab dalam pengerjaan metode Algoritma Genetik. Pada prosesnya, dilakukan beberapa tahapan mulai dari membuat representasi genetik, menyeleksi populasi induk, melakukan rekombinasi dan mutasi, dan regenerasi populasi. Tetapi terdapat sedikit perbedaan pada penlitian ini dimana populasi awal yang dibentuk merupakan populasi yang sudah tersaring kedalam syarat-syarat keseimbangan lintasan antara lain sesuai dengan diagram alurnya, dan jumlah waktu stasiun kerja tidak melebihi cycle time. Dari hasil pengerjaan metode Algoritma Genetik tersebut, didapatkan besar efisiensi lintasan sebesar 74,07 % dengan total stasiun kerja sebanyak 18 stasiun kerja. dengan demikian nilai efisiensi lintasan berhasil ditingkatkan sebesar 15,26 %.
PT. XYZ是一家制造业公司,专门从事汽车行业,已经为印尼几家主要汽车公司提供汽车部件供应商。XYZ公司的大多数生产过程都很顺利。但其中一种产品的生产受到限制,那就是K-59J消声器。K-59J消声器的生产轨迹被认为在生产过程中不太理想。这可以从生产过程中出现的许多障碍中看出。从失业开始,日常生产的目标往往没有实现,因此增加了额外的工作时间,从数据来看,效率只有58.81 %。因此,本研究的目标是提高产量轨迹的性能。因此,有人建议一种计算机算法的基因算法方法来提高性能。这项研究的完成过程是在基因算法方法的matlab程序的帮助下完成的。在这个过程中,从基因表现、选择母种群、重组和突变和再生等阶段开始。但是,在这种研究中,早期的人口是根据铝图过滤到赛道平衡条件的,而工作站的时间不会超过周期时间的。根据基因算法方法的研究,它的轨迹效率为74.07 %,总工作站为18个工作站。这样一来,轨道效率提高15.26%。
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引用次数: 0
Natural Tourism Potential Assessment Model in Rembang Regency 伦邦县域自然旅游潜力评价模型
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.3571
Artamevia Salsabila Rizaldi, R. P. Soesanto, A. F. Rizana, A. Rumanti
This study identifies the criteria for developing natural tourism potential in Rembang Regency. There are problems, such as on the white sand beach of Wates. There are still attractions that have not been managed, namely the mangroves around the beach that have not been managed and around the tour. There are no lodgings such as hotels and guest houses for tourists, so for now, the distance to the beach can be accessed by vehicle because of quite a distance. To meet the requirements of tourist attraction, five criteria must be met based on the literature study: Attractions, Accommodations, Accessibility, Activities, and Amenities. After obtaining the criteria, a weighting will be carried out for each criterion based on 5A using the AHP approach. Based on the results obtained, it is known that the Accessibility criteria have the highest weight value, followed by the Amenity, Activities, Accommodation and Attractions criteria. Value modelling is carried out to calculate tourism feasibility according to standards.
本研究确定了伦邦县开发自然旅游潜力的标准。这是有问题的,比如在沃茨的白色沙滩上。还有一些景点没有得到管理,即海滩周围和旅游周围的红树林没有得到管理。这里没有酒店、宾馆等供游客住宿的地方,由于距离较远,目前只能通过汽车到达海滩。要满足旅游吸引力的要求,根据文献研究,必须满足五个标准:景点,住宿,可达性,活动和便利设施。在获得标准后,将使用AHP方法对每个标准进行基于5A的加权。根据所得结果,可达性准则的权重值最高,其次是市容、活动、住宿及景点准则。根据标准进行价值建模,计算旅游可行性。
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引用次数: 1
Perancangan Alat Ukur Potensi Wisata Budaya Pada Kabupaten Rembang Menggunakan Metode SECI dan AHP 用SECI和AHP方法为Rembang地区潜在的文化旅游设计工具
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.3574
Mia Amelia, Lutfia Septiningrum, Augustina Asih Rumanti
Rembang Regency is not a tourist destination in districts or cities in Central Java because tourist visits to tourist objects in Rembang Regency are still relatively small when compared to other areas around Rembang Regency such as Demak Regency, Kudus Regency, and Semarang Regency. The potential for cultural tourism in Rembang Regency is still relatively small compared to natural and artificial tourism. So that the potential to be taken is the potential for cultural tourism. There are six components of tourism development as the basis for research: Attraction, Amenities, Ancillary Service, Activity, Accessibility, and Accommodation. There are additional tourism development components from interviews with the Culture and Tourism Office of Rembang Regency, namely Environment and Human Resources. So that it can be managed clearly and accurately measured and tourism potential can be said to be feasible, it must first design indicators so that tourism managers can find out what must be developed for cultural tourism potential, so that later it is expected to become a tourist destination that can help the economy in the Regency Rembang. This study uses the SECI method (Socialization, Externalization, Combination, and Internalization). After getting the indicator then, calculate the weight using AHP (Analytical Hierarchy Process)
Rembang Regency不是中爪哇地区或城市的旅游目的地,因为与Rembang Regency周围的其他地区(如Demak Regency, Kudus Regency和三宝朗Regency)相比,Rembang Regency的旅游对象的游客访问量仍然相对较少。与自然旅游和人工旅游相比,伦邦县文化旅游的潜力仍然相对较小。可以开发的潜力就是文化旅游的潜力。研究的基础是旅游发展的六个组成部分:吸引力、便利设施、辅助服务、活动、可达性和住宿。此外,还有与伦邦县文化和旅游办公室的访谈,即环境和人力资源。要使它的管理能够清晰、准确地衡量和旅游潜力可以说是可行的,就必须首先设计指标,使旅游管理者能够找出哪些文化旅游潜力是必须开发的,这样以后才有望成为一个旅游目的地,能够在摄政伦邦的经济上有所帮助。本研究采用SECI方法(社会化、外化、结合、内化)。得到指标后,运用层次分析法计算权重。
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引用次数: 0
OPTIMASI ALOKASI SISTEM PENGOLAHAN SAMPAH ANORGANIK DENGAN METODE CAPACITATED MAXIMUM COVERING LOCATION PROBLEM 用彻底的方法将无机废物处理系统优化
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.3224
Agustinus Silalahi, Eva Angelica Zefanya, C. Natalia, Wibawa Prasetya
Province X in Indonesia has a significant problem with trash that has been challenging to address. The Environment Agency therefore desires to construct an inorganic Trash Management System. The Environment Agency has four potential locations with various capacities. The purpose of this research is to locate a trash treatment system's best possible site and allocate each TPS that is less than 30 km and more over 30 km from the chosen system, respectively, to ensure that the overall distance traveled is as little as possible. There are four possible locations, and it required to select three of them. This study use the LINGO 18.0 software to solve the Capacitated Maximum Covering Location Problem (CMCLP) approach. Distance parameters used by CMCLP are split into two stages. The first stage is to determine the location of the trash treatment system to be built and the allocation of trash and the amount of trash from each TPS using Mix Integer Programming. B is not chosen out of the options, which are A, B, C, and D. System A will receive 1,407,520 tons of trash totaling 24 TPS. System C receives trash from 147 TPS weighing 1,294,495 pounds. System D will receive trash weighing 819,142 tons from 88 TPS. The allocation of trash from TPS that are more than 30 km away takes place in the second stage. Three TPS are assigned to System A, and seven TPS are assigned to System D.
印度尼西亚X省的垃圾问题很严重,很难解决。因此,环境局希望建立一个无机垃圾管理系统。环境署有四个具有不同能力的潜在地点。本研究的目的是确定垃圾处理系统的最佳选址,并分别分配距离所选系统小于30公里和大于30公里的每个TPS,以确保所走的总距离尽可能少。有四个可能的位置,需要从中选择三个。本研究使用LINGO 18.0软体求解可容最大覆盖定位问题(CMCLP)方法。CMCLP使用的距离参数分为两个阶段。第一阶段是使用混合整数规划确定要建设的垃圾处理系统的位置,以及每个TPS的垃圾分配和垃圾数量。A、B、C、d 4个选项中没有选择B。A系统将接收1407520吨垃圾,共计24 TPS。系统C接收147个TPS的垃圾,总重量为1,294,495磅。D系统将接收88个TPS的81.9142万吨垃圾。30公里以外的TPS垃圾在第二阶段进行分配。3个TPS分配给A系统,7个TPS分配给D系统。
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引用次数: 0
Perancangan Sistem untuk Minimasi Limbah B3 di PT. XYZ Menggunakan Pendekatan SSM (Soft System Methodology)
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.3554
Nina Sukarlina, I. Sriwana
PT. XYZ is a company that produces pharmaceutical products for livestock. Most of the raw materials for veterinary drugs consist of B3 powder (toxic and hazardous materials). Waste from the production process is unavoidable, one of the types of waste produced by PT. XYZ is B3 powder wastes. According to the Environmental Service (DLH) B3 waste cannot be directly discharged into the environment, therefore PT. XYZ uses 3rd party services in processing B3 waste disposal. PT. XYZ produces powdered B3 waste at an average of 267.12 kg/month, the cost that must be incurred by the company to manage B3 waste and the value of loss of raw materials is Rp. 28,094,703.70/year. This study aims to design a system for the minimization of B3 waste by using a Soft System Methodology (SSM) approach. The proposed changes from this research use the 3R principle (reduce, reuse, recycle). The implementation of the proposed changes can result in cost efficiency incurred by the company for B3 waste management of Rp. 18,368,995.87/year.
PT. XYZ是一家生产家畜用药品的公司。兽药的原料大多含有B3粉(有毒有害物质)。生产过程中产生的废物是不可避免的,PT. XYZ产生的废物之一是B3粉末废物。根据环境服务(DLH) B3废物不能直接排放到环境中,因此PT. XYZ使用第三方服务来处理B3废物处置。PT. XYZ每月平均产生267.12公斤的粉状B3废物,公司管理B3废物的成本和原材料损失的价值为每年28,094,703.70卢比。本研究旨在通过使用软系统方法学(SSM)方法设计一个最小化B3浪费的系统。这项研究提出的改变使用了3R原则(减少、再利用、再循环)。实施提议的变更可以使公司B3废物管理的成本效率达到每年18,368,995.87卢比。
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引用次数: 0
Analisis Peramalan Dengan Simulasi Monte Carlo dan Implementasi Pengendalian Persediaan Gula Berdasarkan EOQ
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.3526
Chendrasari Wahyu Oktavia, Andre Sugioko
Inventory control has an important role to maintain the stability of the company's business continuity. With inventory control, companies can meet consumer needs and consumers will feel satisfied if the demand comes on time. On the other hand, with this focus on inventory control, company management must also be careful if the raw material inventory is too large, it will result in high inventory costs, on the other hand, if there is too little raw material inventory, it will result in unfulfilled consumer needs. The purpose of this study is to identify forecasting the amount of sugar demand in 2019 and determine the amount of inventory costs from the forecasting results using EOQ. It is hoped that in the future the company will not only be able to know the future demand side based on forecasting, but the company already has an estimate of the total cost of inventory. The need for sugar raw materials from the forecasting results is 170,173 kg. Where the most needs are in April and November 2019, the number of economic purchases is 5218 kg with a frequency of ordering 33 times a year. Based on company policy, there is currently no information on safety stock and reoder points set by the company. With the EOQ proposal, the results of the safety stock and reoder point are 34,349 kg and 70,875 kg, respectively. The TIC proposal based on the EOQ is able to reduce the total inventory cost which was originally with the company's policy of Rp. 1,805,785,530 to Rp. 1,805,138,304 where this figure saves Rp. 647,226
库存控制对保持公司业务连续性的稳定有着重要的作用。通过库存控制,企业可以满足消费者的需求,如果需求及时出现,消费者就会感到满意。另一方面,在重视库存控制的同时,企业管理也必须谨慎,如果原材料库存过大,则会导致库存成本过高,另一方面,如果原材料库存过少,则会导致消费者需求得不到满足。本研究的目的是确定预测2019年的糖需求量,并利用EOQ从预测结果确定库存成本的数量。希望在未来,公司不仅能够根据预测了解未来的需求侧,而且公司已经对库存的总成本有了一个估计。根据预测结果,对糖原料的需求为170,173公斤。需求最大的是2019年4月和11月,经济采购次数5218公斤,订购频率为每年33次。根据公司政策,目前没有关于安全库存和公司设定的更新点的信息。根据EOQ方案,安全库存和再烧点分别为34,349 kg和70,875 kg。基于EOQ的TIC建议能够将总库存成本从最初公司政策的1,805,785,530卢比降低到1,805,138,304卢比,其中该数字节省了卢比647,226
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引用次数: 0
Penentuan Interval Waktu Penggantian dan Perbaikan Komponen Kritis Mesin Bubut Type SS-850 di PT. Hamdan Jaya Makmur Dengan Metode Age Replacement 确定PT. Hamdan Jaya型号bub -850发动机更换和修理的关键间隔
Pub Date : 2022-08-06 DOI: 10.25170/metris.v23i01.3547
T. Rachman, Darmiolla Natasia Watunglawar, M. D. Amperajaya, Septian Rahmat Adnan, I. Sriwana
PT. Hamdan Jaya Makmur is a company that runs in the field of Machining, Engineering, Fabrication, Stamping, and Trading Company, which produces products for small, medium and modern industries. Less than optimal maintenance system with corrective maintenance causes PT. Hamdan Jaya Makmur often experiences machine failure. Based on historical data, it can be seen that the lathe machine type SS-850 experienced very high downtime. Therefore, it is necessary to plan optimal and preventive maintenance of the machine in order to produce according to the target and increase the reliability of the machine. The purpose of this research is to determine the time interval and cost of preventive replacement on components of the lathe machine type SS-850 at PT. Hamdan Jaya Makmur. The method used in this research is the Age Replacement method, namely by determining critical components, determining the distribution pattern of damage, determining distribution parameters, and calculating MTTF and MTTR, where the results obtained are preventive replacement time intervals, and calculating preventive replacement costs. The results obtained from this research are that there are four critical components on the lathe machine type SS-850, namely electric components with a preventive replacement time interval of 11 days and a preventive replacement cost of Rp.3,080,679,253, bearing components have a preventive replacement time interval of 14 days and a preventive replacement cost of Rp.4,931,989,307, the gearbox component has a preventive replacement time interval of 33 days and a preventive replacement cost of Rp.11,621,532,829, and bolt and nut components have a preventive replacement time interval of 11 days and a preventive replacement cost of Rp.1,615,296,412.
PT. Hamdan Jaya Makmur是一家从事机械加工,工程,制造,冲压和贸易的公司,为中小型和现代工业生产产品。不完善的维修系统和正确的维修导致PT. Hamdan Jaya Makmur经常遇到机器故障。根据历史数据可以看出,SS-850型车床的停机时间非常高。因此,为了按目标生产,增加机器的可靠性,有必要对机器进行优化和预防性维护计划。本研究的目的是确定Hamdan Jaya Makmur工厂SS-850型车床部件预防性更换的时间间隔和成本。本研究采用的方法是年龄置换法,即通过确定关键部件,确定损伤分布规律,确定分布参数,计算MTTF和MTTR,其中得到的结果为预防性更换时间间隔,并计算预防性更换成本。研究结果表明:SS-850型车床上有4个关键部件,即电气部件,其预防性更换时间间隔为11天,预防性更换成本为3,080,679,253卢比;轴承部件,其预防性更换时间间隔为14天,预防性更换成本为4,931,989,307卢比;齿轮箱部件的预防性更换时间间隔为33天,预防性更换费用为Rp.11,621,532,829,螺栓和螺母部件的预防性更换时间间隔为11天,预防性更换费用为Rp.1,615,296,412。
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