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All Journal Seminar Nasional Produk Terapan Unggulan Vokasi MANAJEMEN ADMINISTRASI BISNIS DAN PEMASARAN JURNAL PENELITIAN BISNIS
Rondonuwu, Bervie Fransel
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Analisis Konseptual Smart Energy Management System Terintegrasi Artificial Intelligence untuk Mendukung Ekosistem Hijau Berkelanjutan Lambonan, Oldi Malfri; Korompis, Sintia Nurani; Rondonuwu, Bervie Fransel
Prosiding Seminar Nasional Produk Terapan Unggulan Vokasi Vol 5 No 1 (2026): Prosiding Seminar Nasional Produk Terapan Unggulan Vokasi Ke-6 Politeknik Negeri
Publisher : Pusat Penelitian dan Pengabdian Kepada Masyarakat Politeknik Negeri Manado

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Abstract

Penelitian ini dilatarbelakangi oleh meningkatnya kebutuhan pengelolaan energi yang efisien, cerdas, adaptif, dan berorientasi pada keberlanjutan lingkungan. Smart Energy Management System terintegrasi Artificial Intelligence dipandang sebagai pendekatan potensial untuk mendukung efisiensi penggunaan energi, pengurangan pemborosan, serta penguatan ekosistem hijau berkelanjutan. Penelitian ini bertujuan untuk menganalisis secara konseptual integrasi sistem manajemen energi cerdas dengan Artificial Intelligence dalam mendukung pengelolaan energi berbasis data. Metode yang digunakan adalah studi literatur konseptual melalui penelusuran, analisis, dan sintesis konsep fisika energi, efisiensi energi, smart energy system, Artificial Intelligence, dan keberlanjutan lingkungan. Hasil kajian menunjukkan bahwa integrasi Artificial Intelligence dalam SEMS berperan dalam prediksi konsumsi energi, deteksi pemborosan, klasifikasi pola penggunaan, dan rekomendasi efisiensi. Hasil utama penelitian berupa arsitektur konseptual SEMS-AI yang mencakup input data energi, akuisisi data, database, pra-pemrosesan, modul AI, dashboard monitoring, rekomendasi efisiensi, estimasi dampak lingkungan, dan umpan balik keputusan. Model ini penting sebagai dasar pengembangan sistem energi cerdas untuk mendukung efisiensi energi, pengambilan keputusan berbasis data, dan ekosistem hijau berkelanjutan.
TANTANGAN PENGELOLAAN SUMBER DAYA MANUSIA DALAM PROGRAM INKUBATOR BISNIS; STUDI KASUS DI POLITEKNIK NEGERI MANADO Rondonuwu, Bervie Fransel; Maramis, Diana Roweina Suzana; Langi, Cysca J.; Wollah, Meidy; Pessak, Romana Octavia Debora
MANAJEMEN ADMINISTRASI BISNIS DAN PEMASARAN Vol. 8 No. 1 (2026): MANAJEMEN, ADMINISTRASI BISNIS DAN PEMASARAN
Publisher : Jurusan Administrasi Bisnis Politeknik Negeri Manado

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Abstract

This study aims to explore and analyze the challenges of human resource (HR) management in the business incubator program at Politeknik Negeri Manado, a vocational higher education institution in North Sulawesi, Indonesia. Using a qualitative case study design based on Robert K. Yin's (2018) framework, data were collected through semi-structured in-depth interviews with seven key informants comprising the incubator coordinator, faculty mentors, the department head, and the vice-director for student affairs. Document analysis served as a supplementary data source. Thematic analysis following Braun and Clarke's (2006) six-phase procedure was applied to the data. Findings reveal four major HR challenges: (1) role conflict experienced by lecturers serving simultaneously as incubator managers; (2) insufficient managerial and entrepreneurial competence among incubator staff (3) the absence of a formal recruitment and assignment system for incubator managers; and (4) limited access to capacity-building training. These findings contribute to the underexplored literature on HR management in vocational college incubators in Eastern Indonesia and provide actionable recommendations for institutional policymakers to strengthen the sustainability of business incubator programs.
Co-Authors Langi, Cysca J. Maramis, Diana Roweina Suzana Oldi Malfri Lambonan Pessak, Romana Octavia Debora Sintia Nurani Korompis Wollah, Meidy