diff --git a/CODEOWNERS b/CODEOWNERS
index 4e3c6c3510..e8f264b633 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -90,6 +90,7 @@ esphome/components/factory_reset/* @anatoly-savchenkov
 esphome/components/fastled_base/* @OttoWinter
 esphome/components/feedback/* @ianchi
 esphome/components/fingerprint_grow/* @OnFreund @loongyh
+esphome/components/fs3000/* @kahrendt
 esphome/components/globals/* @esphome/core
 esphome/components/gpio/* @esphome/core
 esphome/components/gps/* @coogle
diff --git a/esphome/components/fs3000/__init__.py b/esphome/components/fs3000/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/esphome/components/fs3000/fs3000.cpp b/esphome/components/fs3000/fs3000.cpp
new file mode 100644
index 0000000000..fb729ed0a0
--- /dev/null
+++ b/esphome/components/fs3000/fs3000.cpp
@@ -0,0 +1,107 @@
+#include "fs3000.h"
+#include "esphome/core/log.h"
+
+namespace esphome {
+namespace fs3000 {
+
+static const char *const TAG = "fs3000";
+
+void FS3000Component::setup() {
+  ESP_LOGCONFIG(TAG, "Setting up FS3000...");
+
+  if (model_ == FIVE) {
+    // datasheet gives 9 points to interpolate from for the 1005 model
+    static const uint16_t RAW_DATA_POINTS_1005[9] = {409, 915, 1522, 2066, 2523, 2908, 3256, 3572, 3686};
+    static const float MPS_DATA_POINTS_1005[9] = {0.0, 1.07, 2.01, 3.0, 3.97, 4.96, 5.98, 6.99, 7.23};
+
+    std::copy(RAW_DATA_POINTS_1005, RAW_DATA_POINTS_1005 + 9, this->raw_data_points_);
+    std::copy(MPS_DATA_POINTS_1005, MPS_DATA_POINTS_1005 + 9, this->mps_data_points_);
+  } else if (model_ == FIFTEEN) {
+    // datasheet gives 13 points to extrapolate from for the 1015 model
+    static const uint16_t RAW_DATA_POINTS_1015[13] = {409,  1203, 1597, 1908, 2187, 2400, 2629,
+                                                      2801, 3006, 3178, 3309, 3563, 3686};
+    static const float MPS_DATA_POINTS_1015[13] = {0.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 13.0, 15.0};
+
+    std::copy(RAW_DATA_POINTS_1015, RAW_DATA_POINTS_1015 + 13, this->raw_data_points_);
+    std::copy(MPS_DATA_POINTS_1015, MPS_DATA_POINTS_1015 + 13, this->mps_data_points_);
+  }
+}
+
+void FS3000Component::update() {
+  // 5 bytes of data read from fs3000 sensor
+  //  byte 1 - checksum
+  //  byte 2 - (lower 4 bits) high byte of sensor reading
+  //  byte 3 - (8 bits) low byte of sensor reading
+  //  byte 4 - generic checksum data
+  //  byte 5 - generic checksum data
+
+  uint8_t data[5];
+
+  if (!this->read_bytes_raw(data, 5)) {
+    this->status_set_warning();
+    ESP_LOGW(TAG, "Error reading data from FS3000");
+    this->publish_state(NAN);
+    return;
+  }
+
+  // checksum passes if the modulo 256 sum of the five bytes is 0
+  uint8_t checksum = 0;
+  for (uint8_t i : data) {
+    checksum += i;
+  }
+
+  if (checksum != 0) {
+    this->status_set_warning();
+    ESP_LOGW(TAG, "Checksum failure when reading from FS3000");
+    return;
+  }
+
+  // raw value information is 12 bits
+  uint16_t raw_value = (data[1] << 8) | data[2];
+  ESP_LOGV(TAG, "Got raw reading=%i", raw_value);
+
+  // convert and publish the raw value into m/s using the table of data points in the datasheet
+  this->publish_state(fit_raw_(raw_value));
+
+  this->status_clear_warning();
+}
+
+void FS3000Component::dump_config() {
+  ESP_LOGCONFIG(TAG, "FS3000:");
+  LOG_I2C_DEVICE(this);
+  LOG_UPDATE_INTERVAL(this);
+  LOG_SENSOR("  ", "Air Velocity", this);
+}
+
+float FS3000Component::fit_raw_(uint16_t raw_value) {
+  // converts a raw value read from the FS3000 into a speed in m/s based on the
+  // reference data points given in the datasheet
+  // fits raw reading using a linear interpolation between each data point
+
+  uint8_t end = 8;  // assume model 1005, which has 9 data points
+  if (this->model_ == FIFTEEN)
+    end = 12;  // model 1015 has 13 data points
+
+  if (raw_value <= this->raw_data_points_[0]) {  // less than smallest data point returns first data point
+    return this->mps_data_points_[0];
+  } else if (raw_value >= this->raw_data_points_[end]) {  // greater than largest data point returns max speed
+    return this->mps_data_points_[end];
+  } else {
+    uint8_t i = 0;
+
+    // determine between which data points does the reading fall, i-1 and i
+    while (raw_value > this->raw_data_points_[i]) {
+      ++i;
+    }
+
+    // calculate the slope of the secant line between the two data points that surrounds the reading
+    float slope = (this->mps_data_points_[i] - this->mps_data_points_[i - 1]) /
+                  (this->raw_data_points_[i] - this->raw_data_points_[i - 1]);
+
+    // return the interpolated value for the reading
+    return (float(raw_value - this->raw_data_points_[i - 1])) * slope + this->mps_data_points_[i - 1];
+  }
+}
+
+}  // namespace fs3000
+}  // namespace esphome
diff --git a/esphome/components/fs3000/fs3000.h b/esphome/components/fs3000/fs3000.h
new file mode 100644
index 0000000000..be3680e7e1
--- /dev/null
+++ b/esphome/components/fs3000/fs3000.h
@@ -0,0 +1,35 @@
+#pragma once
+
+#include "esphome/core/component.h"
+#include "esphome/components/sensor/sensor.h"
+#include "esphome/components/i2c/i2c.h"
+
+namespace esphome {
+namespace fs3000 {
+
+// FS3000 has two models, 1005 and 1015
+//  1005 has a max speed detection of 7.23 m/s
+//  1015 has a max speed detection of 15 m/s
+enum FS3000Model { FIVE, FIFTEEN };
+
+class FS3000Component : public PollingComponent, public i2c::I2CDevice, public sensor::Sensor {
+ public:
+  void setup() override;
+  void update() override;
+
+  void dump_config() override;
+  float get_setup_priority() const override { return setup_priority::DATA; }
+
+  void set_model(FS3000Model model) { this->model_ = model; }
+
+ protected:
+  FS3000Model model_{};
+
+  uint16_t raw_data_points_[13];
+  float mps_data_points_[13];
+
+  float fit_raw_(uint16_t raw_value);
+};
+
+}  // namespace fs3000
+}  // namespace esphome
diff --git a/esphome/components/fs3000/sensor.py b/esphome/components/fs3000/sensor.py
new file mode 100644
index 0000000000..0c50f52979
--- /dev/null
+++ b/esphome/components/fs3000/sensor.py
@@ -0,0 +1,50 @@
+# initially based off of TMP117 component
+
+import esphome.codegen as cg
+import esphome.config_validation as cv
+from esphome.components import i2c, sensor
+from esphome.const import (
+    CONF_MODEL,
+    DEVICE_CLASS_WIND_SPEED,
+    STATE_CLASS_MEASUREMENT,
+)
+
+DEPENDENCIES = ["i2c"]
+CODEOWNERS = ["@kahrendt"]
+
+fs3000_ns = cg.esphome_ns.namespace("fs3000")
+
+FS3000Model = fs3000_ns.enum("MODEL")
+FS3000_MODEL_OPTIONS = {
+    "1005": FS3000Model.FIVE,
+    "1015": FS3000Model.FIFTEEN,
+}
+
+FS3000Component = fs3000_ns.class_(
+    "FS3000Component", cg.PollingComponent, i2c.I2CDevice, sensor.Sensor
+)
+
+CONFIG_SCHEMA = (
+    sensor.sensor_schema(
+        FS3000Component,
+        unit_of_measurement="m/s",
+        accuracy_decimals=2,
+        device_class=DEVICE_CLASS_WIND_SPEED,
+        state_class=STATE_CLASS_MEASUREMENT,
+    )
+    .extend(
+        {
+            cv.Required(CONF_MODEL): cv.enum(FS3000_MODEL_OPTIONS, lower=True),
+        }
+    )
+    .extend(cv.polling_component_schema("60s"))
+    .extend(i2c.i2c_device_schema(0x28))
+)
+
+
+async def to_code(config):
+    var = await sensor.new_sensor(config)
+    await cg.register_component(var, config)
+    await i2c.register_i2c_device(var, config)
+
+    cg.add(var.set_model(config[CONF_MODEL]))
diff --git a/tests/test1.yaml b/tests/test1.yaml
index a554d45771..4312f2c613 100644
--- a/tests/test1.yaml
+++ b/tests/test1.yaml
@@ -1224,6 +1224,12 @@ sensor:
   - platform: sen21231
     name: "Person Sensor"
     i2c_id: i2c_bus
+  - platform: fs3000
+    name: "Air Velocity"
+    model: 1005
+    update_interval: 60s
+    i2c_id: i2c_bus
+
 esp32_touch:
   setup_mode: false
   iir_filter: 10ms