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فيديو شرح What Is AI-Driven Predictive Maintenance? HVAC, Refrigeration & MEP Explained ضمن كورس التبريد والتكييف (HVAC) شرح قناة MEP Academy، الفديو رقم 90 مجانى معتمد اونلاين
AI-driven predictive maintenance is transforming how HVAC and MEP systems are maintained — shifting from reactive and scheduled maintenance to data-driven, condition-based decisions. In this video, we explain what AI predictive maintenance is, how it works, and why it matters for HVAC technicians, engineers, contractors, and facility managers.
You’ll learn how artificial intelligence analyzes real-time equipment data like temperature, vibration, pressure, and energy use to detect early warning signs of failure — often before issues are visible in the field. This approach can help reduce unexpected downtime, lower maintenance costs, extend equipment life, and improve reliability in critical facilities such as hospitals, data centers, and industrial buildings.
Once limited to large industrial operations, AI-powered predictive maintenance is now becoming accessible to HVAC and MEP professionals of all sizes thanks to affordable sensors, cloud platforms, and AI-as-a-service tools. Whether you manage rooftop units or complex mechanical plants, these technologies are increasingly within reach.
This video is the beginning of a YouTube series exploring AI-driven predictive maintenance, smart monitoring, and data-driven decision-making for HVAC and MEP systems. Subscribe and stay tuned as we continue breaking down how AI is reshaping the mechanical and construction industries.
Have you started using AI, analytics, or smart monitoring in your maintenance program? Share your experience or questions in the comments.
ONLINE COURSES:
https://courses.mepacademy.com
ESTIMATING SPREADSHEETS
#1 HVAC & Plumbing Estimating Spreadsheet: https://mepacademy.gumroad.com/l/AgJDH
HVAC Estimating Spreadsheet: https://mepacademy.gumroad.com/l/fhxei
Plumbing Estimating Spreadsheet: https://mepacademy.gumroad.com/l/bcdah
Residential Estimating Spreadsheet: https://mepacademy.gumroad.com/l/tdwbh
CONSTRUCTION PROPOSAL TEMPLATE
https://mepacademy.gumroad.com/l/pzxzwi
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---------IMPORTANT VIDEOS TO WATCH----------
HVAC ENGINEERING and CALCULATIONS
How to Calculate Motor Break Horsepower: https://youtu.be/3n9dlmmq4c8
Fan Laws, Calculate CFM, SP, RPM, HP: https://youtu.be/txnANkfsg6M
How to Calculate Static Pressure and CFM: https://youtu.be/6u5CksPM7Yg
Condensate Piping Design and Sizing: https://youtu.be/utA5X9MujXg
How do you define a BTU or Tons of AC: https://youtu.be/bsGfxwyUo3c
Sensible Heat Transfer Equation for Water: https://youtu.be/JVN9E8jdw8o
Sensible Heat Transfer Equation for Air: https://youtu.be/ae2_OTU87jA
Sensible and Latent Heat Transfer Formula for Air: https://youtu.be/iME-1I9G4Qw
CHILLERS and COOLING TOWERS
How Chillers Work, Air-Cooled & Water-Cooled: https://youtu.be/q-Oooe0G7_c
Chiller IPLV Calculation: https://youtu.be/tmOrj3FuSd8
Calculate Total BTU of Chiller or Coil: https://youtu.be/8nbyB964-ZY
Calculate GPM or TDH of Chiller or Coil: https://youtu.be/h78x7tISOWY
How Cooling Towers Work, Crossflow vs Counterflow: https://youtu.be/0I46O8Cnbk4
REFRIGERATION and REFRIGERANTS
How Electronic Expansion Valves Work: https://youtu.be/3u_m8LRa3tk
Refrigeration Cycle: https://youtu.be/IGqhWn0ZlfU
Refrigerant Piping Insulation: https://youtu.be/jadspqwvMmQ
New Refrigerants, Codes and Standards: https://youtu.be/ilP72QrVx1g
HVAC SYSTEMS
How a Variable Air Volume System Works: https://youtu.be/jXV3i9_QOhQ
Rooftop Packaged HVAC Units Explained: https://youtu.be/0XDOoybvXj0
How Heat Pumps Work: https://youtu.be/DT-5zYRA4No
How a Condensing Boiler Works: https://youtu.be/oRr3q3IraRU
ESTIMATING
HVAC Piping Unit Pricing: https://youtu.be/CcXD12JC7jw
HVAC Equipment Cost Database: https://youtu.be/Jgwy1mOI2j8
MEP Estimating Spreadsheet: https://youtu.be/wwNHuyL82Yc
Construction Labor Rates with Burden: https://youtu.be/z0LJperrgjk
HYDRONICS and PIPING
How to Read Pump Chart and Select Pump: https://youtu.be/paziP4GdYio
BUSINESS – CONSTRUCTION & CONTRACTING
Bid Bonds and Performance Bonds: https://youtu.be/fS9wSvUR1Cc
Top 3 Things to Know Before Bidding Commercial Projects: https://youtu.be/qH6hFhEqOMo
Top 12 Construction Bidding Websites: https://youtu.be/gM8EmySK-O4
VARIABLE REFRIGERANT FLOW
VRF Videos: https://www.youtube.com/channel/UCf3f-NvZi5d58j0bMiMPteA
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