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*.gem | ||
*.rbc | ||
.bundle | ||
.config | ||
.yardoc | ||
Gemfile.lock | ||
InstalledFiles | ||
_yardoc | ||
coverage | ||
doc/ | ||
lib/bundler/man | ||
pkg | ||
rdoc | ||
spec/reports | ||
test/tmp | ||
test/version_tmp | ||
tmp |
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source 'https://rubygems.org' | ||
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# Specify your gem's dependencies in temper.gemspec | ||
gemspec |
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Copyright (c) 2013 Andrew Nordman | ||
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MIT License | ||
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Permission is hereby granted, free of charge, to any person obtaining | ||
a copy of this software and associated documentation files (the | ||
"Software"), to deal in the Software without restriction, including | ||
without limitation the rights to use, copy, modify, merge, publish, | ||
distribute, sublicense, and/or sell copies of the Software, and to | ||
permit persons to whom the Software is furnished to do so, subject to | ||
the following conditions: | ||
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The above copyright notice and this permission notice shall be | ||
included in all copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, | ||
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF | ||
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND | ||
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE | ||
LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION | ||
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION | ||
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
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# Temper | ||
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Temperature controlling is easy with Temper. It uses an improved PID algorithm to | ||
decrease overshoots and regulate based on continued inputs. | ||
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## Installation | ||
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Add this line to your application's Gemfile: | ||
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gem 'temper' | ||
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And then execute: | ||
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$ bundle | ||
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Or install it yourself as: | ||
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$ gem install temper | ||
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## Usage | ||
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To start, create an instance of Temper::PID. The PID algorithm can be configured with | ||
custom minimum and maximum values for ease of integration with external control systems | ||
(PWM-controlled heating elements, for example). Once created, run `Temper::PID#control` | ||
in your control loop, feeding it sensor data. | ||
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The algorithm being used is fixed interval and will not recalibrate until the time interval | ||
has passed before recalibrating. This helps mitigate excess compensation and inconsistent | ||
adjustment. The update interval is also configurable in temper. | ||
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Finally, when handling cooling-based temperature control, negative values are a pain for | ||
translation. To assist with this, Temper uses a directional control parameter. The two | ||
possible states are `:direct` and `:reverse`. When using `:reverse`, negative values | ||
are inverted. | ||
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## Example | ||
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``` ruby | ||
temper = Temper::PID.new(interval: 1000, minimum: 0, maximum: 1000, direction: :direct) | ||
temper.setpoint = 100.0 # Target temperature | ||
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while input = read_sensor() # Replace read_sensor with your external system | ||
output = temper.control(input) | ||
# output is a value betwen minimum and maximum. This can be used for thresholds or | ||
# PWM-based control | ||
end | ||
``` | ||
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## Contributing | ||
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1. Fork it | ||
2. Create your feature branch (`git checkout -b my-new-feature`) | ||
3. Commit your changes (`git commit -am 'Add some feature'`) | ||
4. Push to the branch (`git push origin my-new-feature`) | ||
5. Create new Pull Request |
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require "bundler/gem_tasks" |
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require "temper/version" | ||
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module Temper | ||
class PID | ||
attr_accessor :kp, :ki, :kd, :setpoint, :direction, :output | ||
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def initialize options = {} | ||
@interval = options[:interval] || 1000 | ||
@last_time = 0.0 | ||
@last_input = 0.0 | ||
@integral_term = 0.0 | ||
@output_maximum = options[:maximum] || 1000 | ||
@output_minimum = options[:minimum] || 0 | ||
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set_mode options[:mode] || :auto | ||
set_direction options[:direction] || :direct | ||
end | ||
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def control input | ||
return if !@auto # manual mode | ||
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now = Time.now.to_f | ||
time_change = (now - @last_time) * 1000 | ||
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if time_change >= @interval | ||
error = @setpoint - input | ||
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calculate_proportional error | ||
calculate_integral error | ||
calculate_derivative input | ||
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calculate_output | ||
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@last_time = now | ||
@last_input = input | ||
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@output | ||
end | ||
end | ||
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def calculate_proportional error | ||
@proportional_term = @kp * error | ||
end | ||
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def calculate_integral error | ||
@integral_term += @ki * error | ||
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if @integral_term > @output_maximum | ||
@integral_term = @output_maximum | ||
elsif @integral_term < @output_minimum | ||
@integral_term = @output_minimum | ||
end | ||
end | ||
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def calculate_derivative input | ||
@derivative_term = @kd * (input - @last_input) | ||
end | ||
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def calculate_output | ||
@output = @proportional_term + @integral_term - @derivative_term | ||
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if @output > @output_maximum | ||
@output = @output_maximum | ||
elsif @output < @output_minimum | ||
@output = @output_minimum | ||
end | ||
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@output | ||
end | ||
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def tune kp, ki, kd | ||
return if kp < 0 || ki < 0 || kd < 0 | ||
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interval_seconds = (@interval / 1000.0) | ||
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@kp = kp | ||
@ki = ki * interval_seconds | ||
@kd = kd / interval_seconds | ||
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if @direction != :direct | ||
@kp = 0 - @kp | ||
@ki = 0 - @ki | ||
@kd = 0 - @kd | ||
end | ||
end | ||
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def update_interval new_interval | ||
if new_interval > 0 | ||
ratio = new_interval / @interval | ||
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@ki *= ratio | ||
@kd /= ratio | ||
@interval = new_interval | ||
end | ||
end | ||
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def set_mode mode | ||
@auto = mode == :auto | ||
end | ||
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def set_direction direction | ||
@direction = direction | ||
end | ||
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def mode | ||
@auto ? :auto : :manual | ||
end | ||
end | ||
end |
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module Temper | ||
VERSION = "0.0.1" | ||
end |
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$:.push File.join(File.dirname(__FILE__), '..', 'lib') | ||
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require 'temper' |
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require 'spec_helper' | ||
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describe Temper::PID do | ||
before do | ||
controller.setpoint = 100.0 | ||
controller.tune 1.0, 1.0, 1.0 | ||
end | ||
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let(:controller) { Temper::PID.new } | ||
subject { controller } | ||
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its(:kp) { should == 1.0 } | ||
its(:ki) { should == 1.0 } | ||
its(:kd) { should == 1.0 } | ||
its(:mode) { should == :auto } | ||
its(:direction) { should == :direct } | ||
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context 'computing data' do | ||
before do | ||
controller.control 50.0 | ||
end | ||
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its(:output) { should == 50.0 } | ||
end | ||
end |
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# -*- encoding: utf-8 -*- | ||
lib = File.expand_path('../lib', __FILE__) | ||
$LOAD_PATH.unshift(lib) unless $LOAD_PATH.include?(lib) | ||
require 'temper/version' | ||
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Gem::Specification.new do |gem| | ||
gem.name = "temper" | ||
gem.version = Temper::VERSION | ||
gem.authors = ["Andrew Nordman"] | ||
gem.email = ["[email protected]"] | ||
gem.description = %q{Temperature Controller Library} | ||
gem.summary = %q{Temperature controller based on the PID algorithm} | ||
gem.homepage = "" | ||
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gem.files = `git ls-files`.split($/) | ||
gem.executables = gem.files.grep(%r{^bin/}).map{ |f| File.basename(f) } | ||
gem.test_files = gem.files.grep(%r{^(test|spec|features)/}) | ||
gem.require_paths = ["lib"] | ||
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gem.add_development_dependency 'rspec' | ||
end |