Sökning: "Humphry Takang Bate"

Hittade 2 uppsatser innehållade orden Humphry Takang Bate.

1. 1. COMPARATIVE ANALYSIS OF MACHINE LEARNING LOAD FORECASTING TECHNIQUES

   Magister-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

   Författare :Humphry Takang Bate; [2023]
   Nyckelord :;

   Sammanfattning : Load forecasting plays a critical role in energy management, and power systems, enabling efficient resource allocation, improved grid stability, and effective energy planning and distribution. Without accurate very short term load forecasting, utility management companies face uncertain load patterns, unrealistic prices, and poor infrastructure planning. LÄS MER

3. 2. FAULT DETECTION IN AIR HANDLING UNIT (AHU) USING MACHINE LEARNING

   Master-uppsats, Högskolan Dalarna/Mikrodataanalys

   Författare :Humphry Takang Bate; Wilkingson Igbinosun; [2022]
   Nyckelord :Fault Detection; AHU; Machine Learning;

   Sammanfattning : Fault in Air Handling Unit (AHU) of the Heating, Ventilation, and Air Conditioning (HVAC) systems in buildings is a challenge that building managements face. These faults cause buildings to waste 15 – 30% of the energy consumed by the AHU. LÄS MER