This document discusses the development of smart pump technology that applies artificial intelligence to fluid handling systems. It aims to reduce energy usage by allowing pumps to operate in either an open or closed loop. In open loop, pumps run at a minimum speed and pressure when fluid is being circulated but not used. In closed loop, pumps maintain required pressure but only supply needed flow. This saves significant energy compared to traditional pumping methods. The technology was inspired by turning a tap on and off to minimize water usage. It has benefits like accommodating various materials, preventing paint shear, being low maintenance, and using no consumables. An electric drive pump was chosen over pneumatic due to more direct energy efficiency. Testing confirmed the smart pump saves substantial energy
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Industrial and professional cleaning equipmentsAdelina Cirstea
Efficiency, reliability, safety and ease of use are the basic factors for a careful selection of a professional product. On the ground of these standards, Lavor PRO has conceived professional line high-pressure cleaners, in order to match, through high-tech products, perfect hygiene and clean with time/labour saving.
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Reduce wastage and save cost with technotrans\' proven spray dampening technology. Uplift your press room and improve productivity by retrofiting technotrans spray dampening system on to your existing web press
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2. DEFINITION OF “INTELLIGENCE” :
“Intelligence has been defined in different ways, including the abilities for abstract
thought, understanding, …and problem solving.
Intelligence is most widely studied in humans, but has also been observed in animals and
plants.
Artificial intelligence is the intelligence of machines or the simulation of intelligence in
machines.”
From Wikipedia, the free encyclopedia
Todays topic:
SMART pump technology
– applying artificial intelligence to fluid handling
2
7. This gave the initial idea to develop a fluid handling system, capable of…
…“Turning on and off the tap” self sufficient.
The patented SMART control:
”Tap OFF mode” ‐ OPEN LOOP
when paint needs to be circulated but is not required at any take off point.
”Tap ON mode” ‐ CLOSED LOOP
when paint is required
maintain required pressure but only supply the flow needed at the user points
7
8. SYSTEM IN USE: Total FOR usage FLOW 20 L/min take off
SYSTEM READY pain USE: approx. 15L/min
LAST TAKE OFF:
typically 9bar
Return line OPEN LOOP: Pump OPEN LOOP:
System not in use System not in use
Flow 7,5 L/min @ 0 bar pressure Flow 7,5 L/min @ 4 bar pressure
Air piloted back pressure regulator
Return line CLOSED LOOP: Pump CLOSED LOOP:
in use
System ready for use E2-30 SMART Pump
System READY for use
IN use
5 L/min @ 8 bar pressure
Flow 20 L/min @ 8 bar pressure Flow 20L/min @ 12 bar pressure
VARIABLE 20 - 30L/min
@ 12 bar pressure
8
9. REDUCE ENERGY WHEN
IT‘S NOT NEEDED
CLOSED LOOP DURING APPLICATION
OPEN LOOP CLOSED LOOP OPEN LOOP
≈ USED ENERGY
CONSTANT
Pump Speed (Hz)
PRESSURE
Pump Pressure (bar)
9
10. Smart Control
The ‘Smart’ system design provides for
two modes of operation.
Open Loop
‘unload’ the back pressure regulator to
reduce the paint line pressure
pump motor will be driven to run at a
pre-set minimum
Closed Loop
Paint pressure maintained by the back-pressure regulator
Back Pressure
monitored at the pump by a pressure sensor
Pressure Sensor
Regulator
pump speed is controlled within pre-set limits to maintain the
(air pilot)
pressure required
10
11. Continue the natural thoughts
Analysing and understanding the process was the key.
Target was to overcome all of the todays known concerns when thinking of fluid handling:
• Works for widest possible range of materials
• No paint shear
• Low maintenance
• No consumables
11
14. Detecting the “True Power” used
Pure view on physically input energy
Independent of system components
DIRECT COMPARISON OF
ENERGY
CONSUMPTION
PNEUMATIC vs. ELECTRIC
BINKS Maple 30 BINKS E2‐30 14
19. Moment of both
Pistons pushing
Pushing piston takes
longer to complete
the stroke
(still at constant
velocity)
Returning Piston
changes over as
before, this gives
small overlap where
both Pistons are
pushing
19