Nebahat Ozaydin Cankirli
Guluc Ibrahim Izmirli Anadolu Lisesi

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ENERGY EFFICIENCY, DEMAND-SIDE MANAGEMENT STORAGE TECHNOLOGIES A CRITICAL ANALYSIS OF INTEGRATION PATHWAYS IN AGRICULTURAL SYSTEMS S.R. Rajkumar; Abdel Raheem; Nebahat Ozaydin Cankirli; Merit Ibekeme; Chaira Audia
Techno Agriculturae Studium of Research Vol. 3 No. 1 (2026)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/agriculturae.v3i1.3614

Abstract

This paper presents a review of residential demand-side management (DSM) focusing on modeling approaches, optimization techniques, and future perspectives. Deterministic, stochastic, and data-driven models are analyzed to capture residential load behavior. Various optimization methods, including classical and artificial intelligence-based techniques, are discussed for improving energy efficiency and reducing peak demand. The role of smart grid technologies and IoT in enabling DSM is also examined. Key challenges and future research directions are highlighted.