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Sutarto Wijono
Universitas Kristen Satya Wacana
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Journal : INFOKUM

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LINER REGRESSION ANALYSIS IN FORECASTING HYDROPONIC PLANT NUTRIENT NEEDS Agni Isador Harsapranata; Danny Manongga; Sutarto Wijono
INFOKUM Vol. 10 No. 5 (2022): December, Computer and Communication
Publisher : Sean Institute

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Abstract

The need for nutrients to support plant growth is very important, coupled with hydroponic technology, the use of nutrients is the main requirement in supporting good plant growth. Therefore, in this study the authors forecast the nutritional needs to support plant growth from time to time. The analysis used by the author is using linear regression analysis. So by using linear regression analysis, it can be known the nutritional needs in hydroponic plant growth. In determining the provision of nutrients, it is influenced by the pH of the nutrients, the height of the nutrient liquid in the reservoir, and the dissolved nutrient particles in the reservoir. Calculations are made every 4 days, within 56 days, with the type of hydroponic plant is paprika. Forecasting of nutrition is used in an Internet of Things ecosystem, so that nutrition can run automatically based on Linear Regression calculations. Forecasting in this study uses linear regression with the RMSE (Root mean square error) result of 51.47887, from these results it can be categorized as forecasting that is close to the real value
Co-Authors A IGN Kristijanto Abadi, Andhika Wijaya Ade Iriani Adi Setiawan Afnia Herdiani Agatha Trisia Veronica Tampombebu Agnes Galih Chris Roseita Agnes Galih Chris Roseita, Agnes Galih Chris Agni Isador Harsapranata Alvia Maulina Rahma Ambarwati, Veren Varonicha Ananda Adjang Ardam Anastasya Punu Angel M. Parirak Angelique Latupeirissa Anggoro Janu Prakoso Anugrah, Yohana Dian Ariani, Dwi Setya Arianti Ina Restiani Hunga Augustinus Ignatius Kristijanto Bernike Rosalia Rahayu Caecillia Putri Nathasya Letto Cantikasri Hastuti Chorina, Yen Christiana Hari Soetjiningsih Christina Pattiradjawane Daniawan, Benny Danny Manongga Delsylia Tresnawaty Ufi Delsylia Tresnawaty Ufi Desi Lukuaka Desi Natalia Dheliana Rosalia Septyven Dhevyanggi Sendy Naibaho Diah Ayu Fitri Hidayati Dian Widiyanto Chandra Dinar Cahyaningstyas Hastuti Dominica, Vania Shafira Donnye R. Amping Elvina, Mia Erida Yeussy Nainggolan Esiria Lanus Estiqomah, Estiqomah Evi Maria Evi Maria Evi Maria Faiz Deaky Febrianto Fera Sulistiyana Florentina Tatrin Kurniati Gabriella Khriste Dea Valentsia Gawei, Abigail Gabrielle Andria Bahalap Giovannny Permata Putri Gloria Meydelina Gwyneth Silooy Habela Gustin Robeta Hanna Marbun Hendry Hepton Graito Fidei Simanulang Herawati Susilaningrum Heru Astikasari Setya Murti Heru Valentino Saekoko. Hindriyanto Dwi Purnomo Iggrea Christianna Pratiwy Indah Kurniasih Isnaini Inosensius Tomi Kristoper Intiyas Utami Irene Grace Madah Irma Febryani Irwan Sembiring Ivana Indrianti Leksono Jacob Daan Enge Jacob Daan Engel Jannet Gloria M Kahiking Jeinne Theresia Laurent Jennifer Nagata Kristano Jessica Novena Amanda Joko Siswanto Joko Siswanto Joko Siswanto Kalengkongan, Eirene Paula Christanti Krismiyati Kristoko Dwi Hartomo Kurnia Adi Mardiana Laurent, Jeinne Theresia Laurentius Kuncoro Probo Saputra, Laurentius Kuncoro Probo Lesmanto, Relian Tegar Lidea Ayu Permatasari Lidia Kastanya Lidya G Imanuela Wattimury Luthfiana Husna Isnaini Madah, Grace Mandagi, Natania Miekemaria Manongga, Daniel HF Manuela Ranske Halim Maria Goretti Adiyanti, Maria Goretti Maria Kaptenia Mayrere Marsella Septiani Mega Lumbantoruan Meiliana Enok, Frischilia Melda Limaheluw Mellsy Todaga Mia Elvina Miftah Septina Supriyadi Aziz Muhamad Yusup Muhammad Rizky Pribadi Muhammad Taufiq Febriyanto Nababan, Feby Theresya Valentina Nataliana, Berlian Nia Tri Setyawati Ninda Lutfiani Nongka, Grachia Vinchencia Nugraheni, Fransiska Dwi Oskar Katanga Maudjawa Perangin-Angin, Stefanus Prayitno, Gunawan Priatna , Wowon Qurotul Aini Raharja, Kho Susan Regina Tikva Kessek Rembang, Marsella Alfreyni Reo, Gustanto Rita, Alfazilla Jandsri Riupassa, Claudia Agustine Roy Rudolf Huizen Sadewa Pranata Jati Salomina Patty Sarah Cinthya Arif Sari, Fitri Kurnia Sealien Rampengan Swarah Sebastian, Danny Septian, Rafly Ananda Dwi Shelvia Meilinn Misiu Sherlly Kusumadewi Sherly Charoline Sekewael Sheyeda Konsareh Silopo, Yanti Florida Sofyan Aye Sofyan Aye Sri Yulianto Joko Prasetyo Stefanus Perangin-Angin Stepany Dwitiantiny Stephany G. Holderman Suciyati, Marselina Suharyadi Suryasatria Trihadaru Suryasatriya Trihandaru Susana Prapunoto Sustiyana Maelani Ade Kusuma Tania Alma Longe Tanti Tanti Tanti Tanti Theopillus J. H. Wellem Tiara Prameswari Yulia Wijaya Tingginehe, Pinkky Paradise Tri Hetyta br Sinulingga umi supriyati Untung Rahardja Untung Rahardja Valensia Putri Vanda L.A. Pombadju Vanessa Christianawati Vivin Sisilia Sitono Vlenzy Rieuwpassa Widiyanto, Eunike Aruna Wijaya, Theo Kusuma Wahyu Adi Wiwien Hadikurniawati Yanti Florida Silopo Yeltin, Yeltin Yoan R. N. Panggabean Yoshua Aditya Wisnu Pradana Yulan Pateh Adrian Yuliawan, Kristia Yunanto, Bagas Prastawa Yustiningdyah, Meylina Yusuf, Natasya Aprila Zakaria, Noor Azura