Save the planet! Hack your heat pump! by Sebastien Lambour

•

1 like•1,020 views

The document discusses hacking a heat pump to make it more sustainable and efficient. It mentions monitoring the heat pump's performance using sensors to track temperature, electricity usage, and other metrics. The goal is to build predictive models using weather forecasts and historical data to only run the heat pump when needed, such as during cold weather, to reduce energy consumption and costs.

Engineering

Save the planet!
Hack your Heat Pump!
@FinistSeb
I LIVE HERE

External unit
MY HOUSE
Internal unit
MY
HEAT PUMP

1.5 KW
COP=3 4.5 KW
FREE
ENERGY
RESTITUTED
ENERGY
CONSUMED
HEAT PUMP

ELECTRICITY =
75 %
8.5 %
11 %
3 %
SUSTAINABLE ?

6°C OUTSIDE6°C OUTSIDE
16°C INSIDE
#WTF ?

#WATER LOGIC
External T°
Lo -10°C Hi 15°C
Lo 40°C
Hi 25°C
heating floor water T°

bad
good
Geo time series
platform
Monitoring

Bucket = 1 minute
smoothing
minus
=
'access_token'
'nrj.wh.delta'
'mote_id' '2' 2 ->MAP
'FROM DATE' 'TO DATE'
5 ->LIST FETCH
LIST-> DROP
bucketizer.sum
0
60000000
0
5 ->LIST
BUCKETIZE
'org' STORE
$org
0.1 SINGLEEXPONENTIALSMOOTHING
'modified' 'true' 2 ->MAP RELABEL
$org
SWAP
2 ->LIST
[]
op.sub
2 ->LIST
APPEND
APPLY
….

mapper.rate
1 0 0
5 ->LIST MAP
0.15
mapper.gt
0 0 0
5 ->LIST MAP
0.45
mapper.lt
0 0 0
5 ->LIST MAP
bucketizer.count
0 10000000 0
5 ->LIST
BUCKETIZE
NaN NaN NaN
0
4 ->LIST
FILLVALUE
mapper.sum
-3600000000
0
0
5 ->LIST MAP
Only right variations
of Heat Pump's motor
start ups selected
problem

WIND SPEED (weather models)
Ext T°
Corrected Ext T°
AD5246 chip
WIND CHILL INDEX
I2C

0°C Ext T°
GLOBAL
HEATING
CAPACITY
HEAT PUMP CAPACITY
ENERGY NEEDED
6 KW PROVIDED BY
ELECTRIC WATER HEATER
€
€
€
€
€
€
Coffin corner
€

Predictive model
Windforecast
T° forecast
T° actual
Windchilltable
waves

coffin corner
Heat pump running Heat pump stopped
forecast
corrected forecast
Forecast under 0°C
Behavior expected

Heat pump running Heat pump stopped
Not enough logs !!!
Real T°C corrected
Historical analysis
Real behavior, based on internal T°

Save the planet! Hack your heat pump! by Sebastien Lambour

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Join us for this solutions-based webinar on the tools and techniques for commissioning and maintaining PV Systems. In this session, we'll review the process of building and maintaining a solar array, starting with installation and commissioning, then reviewing operations and maintenance of the system. This course will review insulation resistance testing, I-V curve testing, earth-bond continuity, ground resistance testing, performance tests, visual inspections, ground and arc fault testing procedures, and power quality analysis. Fluke Solar Application Specialist Will White is presenting on this engaging topic: Will has worked in the renewable energy industry since 2005, first as an installer for a small east coast solar integrator before adding sales, design, and project management to his skillset. In 2022, Will joined Fluke as a solar application specialist, where he supports their renewable energy testing equipment like IV-curve tracers, electrical meters, and thermal imaging cameras. Experienced in wind power, solar thermal, energy storage, and all scales of PV, Will has primarily focused on residential and small commercial systems. He is passionate about implementing high-quality, code-compliant installation techniques.

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* Registration is currently open * Call for Research Papers!!! Free – Extended Paper will be published as free of cost. 3rd International Conference on Artificial Intelligence Advances (AIAD 2024) July 13 ~ 14, 2024, Virtual Conference Webpage URL: https://aiad2024.org/index Submission Deadline: June 22, 2024 Submission System URL: https://aiad2024.org/submission/index.php Contact Us: Here's where you can reach us : aiad@aiad2024.org (or) aiadconference@yahoo.com WikiCFP URL: http://wikicfp.com/cfp/servlet/event.showcfp?eventid=180509&copyownerid=171656 #artificialintelligence #softcomputing #machinelearning #technology #datascience #python #deeplearning #tech #robotics #innovation #bigdata #coding #iot #computerscience #data #dataanalytics #engineering #robot #datascientist #software #automation #analytics #ml #pythonprogramming #programmer #digitaltransformation #developer #promptengineering #generativeai #genai #chatgpt #artificial #intelligence #datamining #networkscommunications #robotics #callforsubmission #submissionsopen #deadline #opencall #virtual #conference

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Save the planet! Hack your heat pump! by Sebastien Lambour

1. Save the planet! Hack your Heat Pump! @FinistSeb I LIVE HERE

2. External unit MY HOUSE Internal unit MY HEAT PUMP

4. 1.5 KW COP=3 4.5 KW FREE ENERGY RESTITUTED ENERGY CONSUMED HEAT PUMP

5. WINTER Radiant floor temperature

6. ELECTRICITY = 75 % 8.5 % 11 % 3 % SUSTAINABLE ?

7. 6°C OUTSIDE6°C OUTSIDE 16°C INSIDE #WTF ?

8. #WATER LOGIC External T° Lo -10°C Hi 15°C Lo 40°C Hi 25°C heating floor water T°

9. I LIVE HERE

10. bad good Geo time series platform Monitoring

11. Bucket = 1 minute smoothing minus = 'access_token' 'nrj.wh.delta' 'mote_id' '2' 2 ->MAP 'FROM DATE' 'TO DATE' 5 ->LIST FETCH LIST-> DROP bucketizer.sum 0 60000000 0 5 ->LIST BUCKETIZE 'org' STORE $org 0.1 SINGLEEXPONENTIALSMOOTHING 'modified' 'true' 2 ->MAP RELABEL $org SWAP 2 ->LIST [] op.sub 2 ->LIST APPEND APPLY ….

12. mapper.rate 1 0 0 5 ->LIST MAP 0.15 mapper.gt 0 0 0 5 ->LIST MAP 0.45 mapper.lt 0 0 0 5 ->LIST MAP bucketizer.count 0 10000000 0 5 ->LIST BUCKETIZE NaN NaN NaN 0 4 ->LIST FILLVALUE mapper.sum -3600000000 0 0 5 ->LIST MAP Only right variations of Heat Pump's motor start ups selected problem

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